2026-09.1 record

Which freight systems did AI tools name? 22 Sep 2026 record

Most named checked vendor

64 of 150 valid answers named AscendTMS

64 of 150 valid answers, 42.7% (Wilson 95% interval 35.0% to 50.7%)

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09, version 2026-09.1. Method v1.1. DOI 10.5281/zenodo.22907695

Software a shipper, freight broker or 3PL uses to plan, book, dispatch, track and settle freight across carriers and modes.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Vendor-selection source dates: 2026-09-21. The Index measures observed naming, not service quality or product merit.

Commissioned engagement: no.

Source Map · Dispute policy · Explore the buyer questions

Discuss this category's evidence

Criteria Maps

Observed buyer requirements before the first vendor in source answers captured on 22 and 23 September 2026. 150 valid source answers from 150 scheduled runs. These observations are separate from the original Index release figures.

Each vendor figure uses the median across the five most named vendors in the frozen category release, including zero counts. Adjacency compares distinct source answers for the same criterion; page coverage compares criteria for the same page state. Medians are descriptive and have no confidence interval.

Prepared by the Broadcastwell team. Team review: in progress. Zero analyst verified criteria.

The AI written RFP; Study DOI 10.5281/zenodo.23271935. Source DOI 10.5281/zenodo.22907695. CC BY 4.0.

Observed source answer frequencies. Wilson intervals describe the calculation, not independent population inference. Repeated runs are not independent performance tests. Page comparisons cover only the dated page and stated scope. An unstated claim is not an absent product feature.

Any named company may request one no-cost re-run at index@broadcastwell.com; both results are published.

Fix one answer, $490. Every figure comes from the published method, v1.1.

Read the full list of observed buyer requirements.

Fit with the stated transportation operating needs
28 of 150; 18.7%; Wilson 95% interval 13.2% to 25.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q1: 2 of 3 runs; Claude, q2: 1 of 3 runs; Claude, q3: 3 of 3 runs; Claude, q9: 2 of 3 runs; Perplexity, q1: 1 of 3 runs; Perplexity, q9: 3 of 3 runs; Perplexity, q10: 3 of 3 runs; Google AI Overviews, q1: 1 of 3 runs; Google AI Overviews, q3: 2 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Overviews, q10: 1 of 3 runs; Google AI Mode, q1: 2 of 3 runs; Google AI Mode, q2: 1 of 3 runs; Google AI Mode, q3: 2 of 3 runs
Deposited source answers transportation-management-systems|q10|Google AI Overviews|1; transportation-management-systems|q10|Perplexity|1; transportation-management-systems|q10|Perplexity|2; transportation-management-systems|q10|Perplexity|3; transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Claude|3; transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|3; transportation-management-systems|q1|Google AI Overviews|2; transportation-management-systems|q1|Perplexity|1; transportation-management-systems|q2|Claude|3; transportation-management-systems|q2|Google AI Mode|1; transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3; transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 1 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; https://www.supplychaindesk.com/blog/best-tms-software/: 2 source answers; https://www.supplychaindesk.com/blog/tms-for-shippers/: 2 source answers; No source shown: 22 source answers
- 3Gtms: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Google AI Overviews|1; transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Claude|3; transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Perplexity|1
  https://gofreight.com/blog/best-tms-software: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://ustechautomations.com/resources/blog/best-tms-software-for-freight-brokers-vs-manual-2026: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; No source shown: 4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Category median 5 of 150; 3.3%
- ARK TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Alvys: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- AscendTMS: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|3; transportation-management-systems|q2|Google AI Mode|1
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 5 of 150; 3.3%
- Blue Yonder: 7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Category median 5 of 150; 3.3%
- BrokerPro: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Perplexity|1
  https://www.brokerpro.com/compare/brokerpro-vs-ascend-tms/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.brokerpro.com/resources/ultimate-guide-tms-software-for-freight-brokers/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Descartes / MercuryGate (Infios): 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Descartes Aljex: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Claude|3
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 5 of 150; 3.3%
- E2open TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- EZ Loader TMS: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Claude|3; transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|3; transportation-management-systems|q1|Google AI Overviews|2
  No source shown: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 5 of 150; 3.3%
- Infios: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Kuebix: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Perplexity|2; transportation-management-systems|q10|Perplexity|3
  https://www.dashdoc.com/en-US/blog/best-tms-software-us: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.supplychaindesk.com/blog/tms-for-shippers/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Manhattan Active Transportation Management: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Overviews|2
  No source shown: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 5 of 150; 3.3%
- McLeod Software: 4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Claude|3; transportation-management-systems|q1|Google AI Mode|3; transportation-management-systems|q1|Perplexity|1
  https://gofreight.com/blog/best-tms-software: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://ustechautomations.com/resources/blog/best-tms-software-for-freight-brokers-vs-manual-2026: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 5 of 150; 3.3%
- MercuryGate: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Perplexity|1
  https://gofreight.com/blog/best-tms-software: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://ustechautomations.com/resources/blog/best-tms-software-for-freight-brokers-vs-manual-2026: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Motive: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- MyCarrier: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Google AI Overviews|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Oracle Transportation Management: 6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Category median 5 of 150; 3.3%
- Quote Factory: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Rose Rocket: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Perplexity|3
  https://www.dashdoc.com/en-US/blog/best-tms-software-us: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- SAP Transportation Management: 7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Category median 5 of 150; 3.3%
- Shipwell: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Perplexity|1
  https://pickmysoft.com/blog/best-transportation-management-software: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.wearewarp.com/best-tms-for-shippers: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Sunnybrook: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Google AI Mode|3
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 5 of 150; 3.3%
- Tai TMS: 6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Claude|3; transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|3; transportation-management-systems|q1|Google AI Overviews|2; transportation-management-systems|q1|Perplexity|1
  https://gitnux.org/best/tms-broker-software/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.supplychaindesk.com/blog/tms-for-freight-brokers/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; No source shown: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 5 of 150; 3.3%
- Toro TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Trimble: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Perplexity|2; transportation-management-systems|q3|Google AI Mode|3
  https://www.supplychaindesk.com/blog/tms-for-shippers/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- TruckLogics: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Truckbase: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|3; transportation-management-systems|q2|Google AI Mode|1
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 5 of 150; 3.3%
- TruckingOffice: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|3; transportation-management-systems|q2|Google AI Mode|1
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 5 of 150; 3.3%
- Truckpedia: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- Truckstop TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Perplexity|1
  https://gitnux.org/best/freight-broker-tms-software/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://ratings.freightwaves.com/best-tms-freight-broker-software/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.guideflow.com/blog/freight-broker-software: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Turvo: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Claude|3; transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|3; transportation-management-systems|q1|Google AI Overviews|2
  No source shown: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 5 of 150; 3.3%
- Warp TMS: 4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Google AI Overviews|1; transportation-management-systems|q10|Perplexity|1; transportation-management-systems|q10|Perplexity|2; transportation-management-systems|q10|Perplexity|3
  https://pickmysoft.com/blog/best-transportation-management-software: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.wearewarp.com/best-tms-for-shippers: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%; No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
- e2open: 4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|3
  No source shown: 4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Category median 5 of 150; 3.3%
- e2open Transportation Management: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 6 of 150; 4.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Mode|2
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 5 of 150; 3.3%
Automation of repetitive transportation work
17 of 150; 11.3%; Wilson 95% interval 7.2% to 17.4%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Claude, q10: 1 of 3 runs; Perplexity, q9: 2 of 3 runs; Google AI Overviews, q1: 1 of 3 runs; Google AI Overviews, q2: 2 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q1: 2 of 3 runs; Google AI Mode, q2: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q10|Claude|1; transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|2; transportation-management-systems|q1|Google AI Overviews|2; transportation-management-systems|q2|Google AI Mode|1; transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q2|Google AI Overviews|2; transportation-management-systems|q2|Google AI Overviews|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2
https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers; No source shown: 16 source answers
- Alvys: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q2|Google AI Mode|1
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
- Datatruck: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Overviews|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- EZ Loader TMS: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|2; transportation-management-systems|q1|Google AI Overviews|2
  No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%
- Numeo One: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Tai TMS: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|2; transportation-management-systems|q1|Google AI Overviews|2
  No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%
- TenTrucks: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Overviews|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- TruckLogics: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Overviews|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Truckbase: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|1; transportation-management-systems|q2|Google AI Mode|3
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
Shipment tracking and status visibility
16 of 150; 10.7%; Wilson 95% interval 6.7% to 16.6%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q1: 1 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|2; transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 3 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 3 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 2 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 10 source answers
- Turvo: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|2
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Route planning and optimization
15 of 150; 10.0%; Wilson 95% interval 6.2% to 15.8%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 3 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 2 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 3 source answers; https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers; No source shown: 9 source answers
No adjacent vendor passage coded for this criterion.
Transportation reporting and analytics
14 of 150; 9.3%; Wilson 95% interval 5.6% to 15.1%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q1: 1 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 3 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 10 source answers
No adjacent vendor passage coded for this criterion.
Connections with existing transportation and business systems
13 of 150; 8.7%; Wilson 95% interval 5.1% to 14.3%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/04474a8485384e3fbfcb346d943b3217.html?utm_source=openai: 1 source answers; https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/ba957b57fc8fab6be10000000a4450e5.html?utm_source=openai: 1 source answers; https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 3 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 2 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 3 source answers; No source shown: 8 source answers
No adjacent vendor passage coded for this criterion.
Invoice reconciliation and freight charge audits
13 of 150; 8.7%; Wilson 95% interval 5.1% to 14.3%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://learning.sap.com/courses/cloud-onboarding-for-sap-transportation-management-for-s-4hana-cloud-private-edition-extra-stack/learning-about-the-sap-transportation-management-solution?utm_source=openai: 1 source answers; https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 2 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 2 source answers; No source shown: 8 source answers
No adjacent vendor passage coded for this criterion.
Support for required freight transportation modes
13 of 150; 8.7%; Wilson 95% interval 5.1% to 14.3%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q1: 1 of 3 runs; Google AI Overviews, q3: 1 of 3 runs; Google AI Mode, q1: 1 of 3 runs; Google AI Mode, q3: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Overviews|2; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 2 source answers; No source shown: 8 source answers
- 3Gtms: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Blue Yonder: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Overviews|2
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- EZ Loader TMS: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Overviews|2
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
- Infios: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Trimble: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- e2open: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Overviews|2
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Carrier selection
12 of 150; 8.0%; Wilson 95% interval 4.6% to 13.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 3 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 1 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 2 source answers; https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 2 source answers; No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Delivery service reporting
12 of 150; 8.0%; Wilson 95% interval 4.6% to 13.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; No source shown: 9 source answers
No adjacent vendor passage coded for this criterion.
Limited implementation and administrative complexity
12 of 150; 8.0%; Wilson 95% interval 4.6% to 13.5%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q2: 2 of 3 runs; Claude, q10: 3 of 3 runs; Perplexity, q10: 3 of 3 runs; Google AI Mode, q2: 1 of 3 runs; Google AI Mode, q10: 3 of 3 runs
Deposited source answers transportation-management-systems|q10|Claude|1; transportation-management-systems|q10|Claude|2; transportation-management-systems|q10|Claude|3; transportation-management-systems|q10|Google AI Mode|1; transportation-management-systems|q10|Google AI Mode|2; transportation-management-systems|q10|Google AI Mode|3; transportation-management-systems|q10|Perplexity|1; transportation-management-systems|q10|Perplexity|2; transportation-management-systems|q10|Perplexity|3; transportation-management-systems|q2|Claude|1; transportation-management-systems|q2|Claude|2; transportation-management-systems|q2|Google AI Mode|3
https://www.supplychaindesk.com/blog/best-tms-software/: 2 source answers; https://www.supplychaindesk.com/blog/tms-for-shippers/: 2 source answers; No source shown: 10 source answers
- AscendTMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|2
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- FreightPOP: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Claude|1; transportation-management-systems|q10|Claude|2; transportation-management-systems|q10|Google AI Mode|1; transportation-management-systems|q10|Google AI Mode|2; transportation-management-systems|q10|Google AI Mode|3
  No source shown: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 0 of 150; 0.0%
- Freightview: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Google AI Mode|1; transportation-management-systems|q10|Google AI Mode|2; transportation-management-systems|q10|Google AI Mode|3
  No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%
- MyCarrier: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Claude|1; transportation-management-systems|q10|Claude|2; transportation-management-systems|q10|Claude|3
  No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%
- Rose Rocket: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- ShipperGuide TMS: 4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Claude|1; transportation-management-systems|q10|Claude|2; transportation-management-systems|q10|Claude|3; transportation-management-systems|q10|Perplexity|3
  https://ratings.freightwaves.com/best-tms-providers-for-shippers/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.capterra.com/p/207128/Loadsmart/: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%
- Tailwind TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Truckbase: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Claude|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- TruckingOffice: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Uber Freight TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Google AI Mode|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Warp TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Perplexity|1
  https://pickmysoft.com/blog/best-transportation-management-software: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%; https://www.wearewarp.com/best-tms-for-shippers: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Real time shipment tracking
12 of 150; 8.0%; Wilson 95% interval 4.6% to 13.5%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 3 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 3 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; No source shown: 9 source answers
No adjacent vendor passage coded for this criterion.
Shipment consolidation
12 of 150; 8.0%; Wilson 95% interval 4.6% to 13.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 2 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 2 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers; No source shown: 7 source answers
No adjacent vendor passage coded for this criterion.
Freight rate management
11 of 150; 7.3%; Wilson 95% interval 4.1% to 12.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Claude, q1: 1 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|2; transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://saigontechnology.com/blog/transportation-management-system/: 2 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 3 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 2 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Ease of use for dispatchers and transportation staff
10 of 150; 6.7%; Wilson 95% interval 3.7% to 11.8%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Mode, q2: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|1; transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 3 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 6 source answers
- TruckingOffice: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Carrier performance tracking
9 of 150; 6.0%; Wilson 95% interval 3.2% to 11.0%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://learning.sap.com/courses/cloud-onboarding-for-sap-transportation-management-for-s-4hana-cloud-private-edition-extra-stack/learning-about-the-sap-transportation-management-solution?utm_source=openai: 1 source answers; https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 2 source answers; No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Comparison of carrier rates
9 of 150; 6.0%; Wilson 95% interval 3.2% to 11.0%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 2 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 3 source answers; https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 2 source answers; No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Freight cost reporting
9 of 150; 6.0%; Wilson 95% interval 3.2% to 11.0%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 2 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 3 source answers; No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Scalability for growing transportation operations
9 of 150; 6.0%; Wilson 95% interval 3.2% to 11.0%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q1: 1 of 3 runs; Claude, q9: 3 of 3 runs; Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q1: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Google AI Mode|2; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 9 source answers
- 3Gtms: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Google AI Mode|2
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
- Sunnybrook: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Tai TMS: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|1; transportation-management-systems|q1|Google AI Mode|2
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
Cost appropriate to operating scale and budget
8 of 150; 5.3%; Wilson 95% interval 2.7% to 10.2%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q1: 1 of 3 runs; Claude, q3: 1 of 3 runs; Google AI Overviews, q2: 2 of 3 runs; Google AI Mode, q2: 2 of 3 runs; Google AI Mode, q10: 2 of 3 runs
Deposited source answers transportation-management-systems|q10|Google AI Mode|1; transportation-management-systems|q10|Google AI Mode|2; transportation-management-systems|q1|Claude|3; transportation-management-systems|q2|Google AI Mode|1; transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q2|Google AI Overviews|2; transportation-management-systems|q2|Google AI Overviews|3; transportation-management-systems|q3|Claude|1
No source shown: 8 source answers
- ARK TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Claude|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- AscendTMS: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|1; transportation-management-systems|q2|Google AI Overviews|2
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
- TruckingOffice: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q2|Google AI Overviews|2
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
ERP connections
8 of 150; 5.3%; Wilson 95% interval 2.7% to 10.2%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q3: 3 of 3 runs; Google AI Overviews, q3: 2 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q3: 2 of 3 runs
Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3; transportation-management-systems|q9|Google AI Overviews|2
No source shown: 8 source answers
- Oracle Transportation Management: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 0 of 150; 0.0%
- SAP Transportation Management: 7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Category median 0 of 150; 0.0%
Management of carrier relationships
8 of 150; 5.3%; Wilson 95% interval 2.7% to 10.2%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Claude, q10: 1 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q10|Claude|1; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Perplexity|1
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 1 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 1 source answers; No source shown: 7 source answers
- Infios: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q10|Claude|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Cloud based deployment
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 3 of 3 runs; Google AI Mode, q1: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q1|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 7 source answers
- 3Gtms: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|2
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Exception handling workflows
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 2 of 3 runs; Google AI Overviews, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2
https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Fit with the required geographic footprint
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q3: 3 of 3 runs; Google AI Overviews, q3: 2 of 3 runs; Google AI Mode, q3: 2 of 3 runs
Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3
No source shown: 7 source answers
- E2open TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Oracle Transportation Management: 6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|2; transportation-management-systems|q3|Google AI Overviews|2; transportation-management-systems|q3|Google AI Overviews|3
  No source shown: 6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Category median 0 of 150; 0.0%
- SAP Transportation Management: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
- e2open: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q3|Claude|1; transportation-management-systems|q3|Claude|2; transportation-management-systems|q3|Claude|3; transportation-management-systems|q3|Google AI Mode|3; transportation-management-systems|q3|Google AI Overviews|2
  No source shown: 5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Category median 0 of 150; 0.0%
Freight payment and settlement
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 2 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 2 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Shipping document handling
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 2 of 3 runs; Google AI Mode, q2: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/ba957b57fc8fab6be10000000a4450e5.html?utm_source=openai: 1 source answers; https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 2 source answers
- AscendTMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Truckbase: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Supported API connections
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 3 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 3 source answers; No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Supported EDI data exchange
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 3 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 3 source answers; No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Estimated arrival times
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 3 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 3 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 2 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Freight tendering
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/ba957b57fc8fab6be10000000a4450e5.html?utm_source=openai: 1 source answers; https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Full total cost of ownership
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3
No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Load planning and optimization
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 2 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 1 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Activity audit logs
5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Delay and exception alerts
5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Perplexity|1
https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Shipment dispatch
5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Google AI Overviews, q2: 2 of 3 runs; Google AI Mode, q2: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q2|Google AI Overviews|1; transportation-management-systems|q2|Google AI Overviews|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1
https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/ba957b57fc8fab6be10000000a4450e5.html?utm_source=openai: 1 source answers; No source shown: 4 source answers
- Datatruck: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Overviews|1; transportation-management-systems|q2|Google AI Overviews|2
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
- Truckbase: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- TruckingOffice: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Adaptability as transportation needs change
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Configurable reports or dashboards
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Connected shipment lifecycle workflows
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q1: 1 of 3 runs; Claude, q9: 1 of 3 runs; Perplexity, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|2; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|3
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers; https://www.manh.com/our-insights/resources/articles/key-modules-and-features-transportation-management-system: 1 source answers; https://www.netsuite.com/portal/resource/articles/erp/transportation-management-system.shtml: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Freight billing
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q1: 1 of 3 runs; Google AI Mode, q2: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|2; transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|3
https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Freight sourcing and carrier procurement
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Growth in shipment volume and network complexity
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 2 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 2 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 2 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Shipment or order management
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3; transportation-management-systems|q9|Google AI Mode|1
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Carrier onboarding
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q1: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|2; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|2
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Clear distinction between native, partner, custom and future features
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Demonstrated operational capabilities or measured results
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 2 source answers
No adjacent vendor passage coded for this criterion.
Freight contract management
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Perplexity|1
https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Fuel surcharges and accessorial charges
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Perplexity|1
https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
IFTA fuel tax reporting
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q2: 2 of 3 runs; Google AI Mode, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q2|Google AI Overviews|1; transportation-management-systems|q2|Google AI Overviews|3
No source shown: 3 source answers
- TruckLogics: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Overviews|1; transportation-management-systems|q2|Google AI Overviews|3
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
- TruckingOffice: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|3; transportation-management-systems|q2|Google AI Overviews|1
  No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 0 of 150; 0.0%
International freight operations
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Claude, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|Claude|1
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Load board connections
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Load building
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Machine learning and real time data for route selection
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Mobile access for operational staff
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 3 source answers
No adjacent vendor passage coded for this criterion.
Ongoing connector maintenance responsibility
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Predicted arrival times
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Perplexity|2
https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Responsive vendor support
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 3 source answers
No adjacent vendor passage coded for this criterion.
Routing that respects delivery, capacity and service constraints
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; https://www.oracle.com/scm/logistics/transportation-management/?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Shared operations and team collaboration
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q1: 3 of 3 runs
Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|2; transportation-management-systems|q1|Google AI Mode|3
No source shown: 3 source answers
- Turvo: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q1|Google AI Mode|2; transportation-management-systems|q1|Google AI Mode|3
  No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 0 of 150; 0.0%
Shipment location tracking
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Shipment milestone and event monitoring
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Mode|1
https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 2 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Tests using real or representative shipment data
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
The complete order to cash process
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Three year total cost of ownership
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Tracking coverage for the actual carriers
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Trailer utilization
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|1; transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://saigontechnology.com/blog/transportation-management-system/: 3 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 3 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 2 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers
No adjacent vendor passage coded for this criterion.
Unified contract freight, private fleet and spot moves
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs
Deposited source answers transportation-management-systems|q9|Claude|1; transportation-management-systems|q9|Claude|2; transportation-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
A clear integration plan
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/04474a8485384e3fbfcb346d943b3217.html?utm_source=openai: 1 source answers; https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/ba957b57fc8fab6be10000000a4450e5.html?utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
API or EDI connections
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Access controls
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Assigned exception ownership
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Carrier acceptance tracking
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Carrier performance scorecards
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Data cleanup
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Data export
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Defined tracking data freshness
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Disaster recovery arrangements
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
ERP or warehouse management connections
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Flat or predictable pricing
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q2: 1 of 3 runs; Google AI Mode, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|1; transportation-management-systems|q2|Google AI Overviews|1
No source shown: 2 source answers
- TruckingOffice: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Mode|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Freight cost allocation
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
https://learning.sap.com/courses/cloud-onboarding-for-sap-transportation-management-for-s-4hana-cloud-private-edition-extra-stack/learning-about-the-sap-transportation-management-solution?utm_source=openai: 1 source answers; https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
GPS or IoT tracking connections
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|1; transportation-management-systems|q9|Google AI Overviews|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Growth in shipment volume
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q1: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Google AI Mode|1; transportation-management-systems|q9|Google AI Mode|2
No source shown: 2 source answers
- Tai TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|1
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Handling of missing tracking data
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Implementation and ongoing integration charges
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Implementation planning
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Integration failure handling
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Invoice approval workflows
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
https://learning.sap.com/courses/cloud-onboarding-for-sap-transportation-management-for-s-4hana-cloud-private-edition-extra-stack/learning-about-the-sap-transportation-management-solution?utm_source=openai: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Multiple operating locations
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Predictive analytics for transportation operations
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|2; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Proof of delivery records
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers
No adjacent vendor passage coded for this criterion.
Remote access to transportation operations
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|2; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Required functions and connectors available now
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/?utm_source=openai: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Role based access controls
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3; transportation-management-systems|q9|Google AI Overviews|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Service availability commitments
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Shipment changes and status management
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers; https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Shipment compliance and customs documents
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|2; transportation-management-systems|q9|Perplexity|3
https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 2 source answers; https://www.oracle.com/scm/logistics/transportation-management/what-is-transportation-management-system/: 2 source answers
No adjacent vendor passage coded for this criterion.
Shipment tracking across transportation modes
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|3; transportation-management-systems|q9|Google AI Overviews|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Single sign on
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Specialized handling or equipment constraints
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1; transportation-management-systems|q9|ChatGPT|2
https://www.oracle.com/scm/logistics/?utm_source=openai: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Staff training
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Support availability
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2; transportation-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
A written implementation plan with responsibilities, milestones and acceptance
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Back office efficiency
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q1: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Google AI Mode|3
No source shown: 1 source answers
- EZ Loader TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- Tai TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Back office financial controls
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q1: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Google AI Mode|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Backups and recovery commitments
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Basic accounting functions
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Overviews|2
No source shown: 1 source answers
- Datatruck: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q2|Google AI Overviews|2
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Breadth of the carrier network
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|2
https://www.dashdoc.com/en-US/blog/essential-tms-features-transportation-2025: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers; https://www.infor.com/solutions/scm/infor-nexus/transportation-management/what-is-tms-system: 1 source answers
No adjacent vendor passage coded for this criterion.
Brokerage margin and financial visibility
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Carrier capacity sourcing
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q1: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Claude|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Carrier compliance documents
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Comparable customer references
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Comparison of spot and contract rates
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Data encryption
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Data export rights
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Data ownership and control
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Defined integration responsibilities
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Delivery service performance
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Demonstrated working integrations and exchanged data
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Digital freight bidding
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Mode|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Dock and pickup or delivery appointment scheduling
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|2
https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers
No adjacent vendor passage coded for this criterion.
Driver and equipment assignment
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Driver settlements
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Exception escalation
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Fast onboarding
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Fleet system connections
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Freight charge calculation
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1
https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Freight charge verification
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2
https://learning.sap.com/courses/cloud-onboarding-for-sap-transportation-management-for-s-4hana-cloud-private-edition-extra-stack/learning-about-the-sap-transportation-management-solution?utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Freight cost control
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Freight quoting
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q1: 1 of 3 runs
Deposited source answers transportation-management-systems|q1|Google AI Mode|3
No source shown: 1 source answers
- Tai TMS: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%.
  Vendor source evidence
  Deposited source answers transportation-management-systems|q1|Google AI Mode|3
  No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
GPS tracking connections
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Independent security assurance
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Integration failure detection and correction
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Load assignments
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Multifactor authentication
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Performance at peak transportation volumes
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Prebuilt system connectors
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Perplexity|1
https://saigontechnology.com/blog/transportation-management-system/: 1 source answers; https://www.descartes.com/resources/knowledge-center/transportation-management-systems-tms-complete-guide: 1 source answers; https://www.manh.com/en-gb/our-solutions/supply-chain-management-software/transportation-management-system/what-is-a-transportation-management-system: 1 source answers; https://www.warehousingandfulfillment.com/warehousing-and-fulfillment-resources/transportation-management-systems-11-key-features-benefits/: 1 source answers
No adjacent vendor passage coded for this criterion.
Protection of operational and financial data
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
QuickBooks connections
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Overviews|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Renewal and cancellation terms
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Security assessments
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Selection of cost effective transportation modes
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Shipment booking
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/ba957b57fc8fab6be10000000a4450e5.html?utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Shipment creation
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|3
https://help.sap.com/docs/SAP_TRANSPORTATION_MANAGEMENT/54cf405c9d9e4c96bf091967ea29d6a7/ba957b57fc8fab6be10000000a4450e5.html?utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Support escalation procedures
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Tracking coverage for the required modes
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2
https://www.sap.com/products/scm/transportation-logistics/what-is-a-tms.html?trk=article-ssr-frontend-pulse_little-text-block&utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Transfers between facilities
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Transparent tiered pricing
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Mode, q2: 1 of 3 runs
Deposited source answers transportation-management-systems|q2|Google AI Mode|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Usable data export formats
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Warehouse coordination
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|ChatGPT|1
https://learning.sap.com/courses/discovering-sap-s-4hana-transportation-management/understanding-capabilities-of-sap-transportation-management_cf48b4af-36de-411f-b5f2-9e3073fb8a3a?utm_source=openai: 1 source answers
No adjacent vendor passage coded for this criterion.
Warehouse management connections
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 1 of 3 runs
Deposited source answers transportation-management-systems|q9|Google AI Overviews|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.

Download complete category evidence · Download manifest and source hashes

Full checked set, sorted by observed counts, not a ranking.
Vendor	Named	Vendor domain cited
AscendTMS	64 of 150 valid answers, 42.7% (Wilson 95% interval 35.0% to 50.7%)	9 of 150 valid answers, 6.0% (Wilson 95% interval 3.2% to 11.0%)
Alvys	58 of 150 valid answers, 38.7% (Wilson 95% interval 31.2% to 46.7%)	29 of 150 valid answers, 19.3% (Wilson 95% interval 13.8% to 26.4%)
Oracle Transportation Management	43 of 150 valid answers, 28.7% (Wilson 95% interval 22.0% to 36.4%)	9 of 150 valid answers, 6.0% (Wilson 95% interval 3.2% to 11.0%)
Tai TMS	39 of 150 valid answers, 26.0% (Wilson 95% interval 19.6% to 33.6%)	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)
SAP Transportation Management	38 of 150 valid answers, 25.3% (Wilson 95% interval 19.0% to 32.8%)	7 of 150 valid answers, 4.7% (Wilson 95% interval 2.3% to 9.3%)
Infios (MercuryGate)	35 of 150 valid answers, 23.3% (Wilson 95% interval 17.3% to 30.7%)	6 of 150 valid answers, 4.0% (Wilson 95% interval 1.8% to 8.5%)
Descartes	32 of 150 valid answers, 21.3% (Wilson 95% interval 15.5% to 28.6%)	5 of 150 valid answers, 3.3% (Wilson 95% interval 1.4% to 7.6%)
Turvo	28 of 150 valid answers, 18.7% (Wilson 95% interval 13.2% to 25.7%)	8 of 150 valid answers, 5.3% (Wilson 95% interval 2.7% to 10.2%)
Rose Rocket	26 of 150 valid answers, 17.3% (Wilson 95% interval 12.1% to 24.2%)	6 of 150 valid answers, 4.0% (Wilson 95% interval 1.8% to 8.5%)
Descartes 3G TMS	24 of 150 valid answers, 16.0% (Wilson 95% interval 11.0% to 22.7%)	2 of 150 valid answers, 1.3% (Wilson 95% interval 0.4% to 4.7%)
Blue Yonder	23 of 150 valid answers, 15.3% (Wilson 95% interval 10.4% to 22.0%)	8 of 150 valid answers, 5.3% (Wilson 95% interval 2.7% to 10.2%)
Descartes Aljex	23 of 150 valid answers, 15.3% (Wilson 95% interval 10.4% to 22.0%)	11 of 150 valid answers, 7.3% (Wilson 95% interval 4.1% to 12.7%)
FreightPOP	22 of 150 valid answers, 14.7% (Wilson 95% interval 9.9% to 21.2%)	3 of 150 valid answers, 2.0% (Wilson 95% interval 0.7% to 5.7%)
e2open	18 of 150 valid answers, 12.0% (Wilson 95% interval 7.7% to 18.2%)	6 of 150 valid answers, 4.0% (Wilson 95% interval 1.8% to 8.5%)
McLeod Software	17 of 150 valid answers, 11.3% (Wilson 95% interval 7.2% to 17.4%)	2 of 150 valid answers, 1.3% (Wilson 95% interval 0.4% to 4.7%)
Kuebix by FreightWise	11 of 150 valid answers, 7.3% (Wilson 95% interval 4.1% to 12.7%)	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)
Trimble Transportation	9 of 150 valid answers, 6.0% (Wilson 95% interval 3.2% to 11.0%)	1 of 150 valid answers, 0.7% (Wilson 95% interval 0.1% to 3.7%)
Manhattan Active TM	8 of 150 valid answers, 5.3% (Wilson 95% interval 2.7% to 10.2%)	1 of 150 valid answers, 0.7% (Wilson 95% interval 0.1% to 3.7%)
Revenova	6 of 150 valid answers, 4.0% (Wilson 95% interval 1.8% to 8.5%)	3 of 150 valid answers, 2.0% (Wilson 95% interval 0.7% to 5.7%)
PCS Software	5 of 150 valid answers, 3.3% (Wilson 95% interval 1.4% to 7.6%)	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)
Uber Freight TMS	5 of 150 valid answers, 3.3% (Wilson 95% interval 1.4% to 7.6%)	2 of 150 valid answers, 1.3% (Wilson 95% interval 0.4% to 4.7%)
3PL Systems	1 of 150 valid answers, 0.7% (Wilson 95% interval 0.1% to 3.7%)	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)
Axon Software	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)
IntelliTrans	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)
Princeton TMX	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)	0 of 150 valid answers, 0.0% (Wilson 95% interval 0.0% to 2.5%)

Pair-specific question and engine records

The comparison records are collected here. Each disclosure contains the full dated counts for its pair or alternatives question. Open a disclosure to read its evidence; the text is present without JavaScript.

Infios (MercuryGate) and AscendTMS

Transportation management systems · September 2026

Infios (MercuryGate) and AscendTMS in the observed answers

Infios (MercuryGate) appears in 35 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Infios (MercuryGate) and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Infios (MercuryGate) record · AscendTMS record · Transportation management systems checked set.

Infios (MercuryGate) beside AscendTMS

Infios (MercuryGate) and AscendTMS totals
Measure	Infios (MercuryGate)	AscendTMS
Named	35/150; 23.3% (95% CI 17.3 to 30.7)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	6/150; 4.0% (95% CI 1.8 to 8.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

Infios (MercuryGate) / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Infios (MercuryGate): 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Infios (MercuryGate) and AscendTMS on q1
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 0 of 3; AscendTMS: 1 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 1 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.

Infios (MercuryGate) / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Infios (MercuryGate): 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Infios (MercuryGate) and AscendTMS on q2
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 0 of 3; AscendTMS: 1 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.

Infios (MercuryGate) / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Infios (MercuryGate): 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Infios (MercuryGate) and AscendTMS on q3
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 3 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 1 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 2 of 3; AscendTMS: 0 of 3.

Infios (MercuryGate) / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Infios (MercuryGate): 15/15; 100.0% (95% CI 79.6 to 100.0). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Infios (MercuryGate) and AscendTMS on q4
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 3 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 3 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 3 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 3 of 3; AscendTMS: 1 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 3 of 3; AscendTMS: 2 of 3.

Infios (MercuryGate) / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Infios (MercuryGate): 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Infios (MercuryGate) and AscendTMS on q5
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 1 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 2 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.

Infios (MercuryGate) / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Infios (MercuryGate): 7/15; 46.7% (95% CI 24.8 to 69.9). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Infios (MercuryGate) and AscendTMS on q6
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 3 of 3; AscendTMS: 2 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 2 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 1 of 3; AscendTMS: 2 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 1 of 3; AscendTMS: 3 of 3.

Infios (MercuryGate) / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Infios (MercuryGate): 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Infios (MercuryGate) and AscendTMS on q7
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 0 of 3; AscendTMS: 3 of 3.

Infios (MercuryGate) / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Infios (MercuryGate): 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Infios (MercuryGate) and AscendTMS on q8
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.

Infios (MercuryGate) / AscendTMS: question q9

What should I look for in a transportation management system?

Infios (MercuryGate): 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Infios (MercuryGate) and AscendTMS on q9
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.

Infios (MercuryGate) / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Infios (MercuryGate): 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Infios (MercuryGate) and AscendTMS on q10
Engine and pair	Naming observations
Infios (MercuryGate) / AscendTMS / ChatGPT	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Claude	Infios (MercuryGate): 3 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Perplexity	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Overviews	Infios (MercuryGate): 0 of 3; AscendTMS: 1 of 3.
Infios (MercuryGate) / AscendTMS / Google AI Mode	Infios (MercuryGate): 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Infios (MercuryGate)'s own-domain citation count is 6 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Descartes and AscendTMS

Transportation management systems · September 2026

Descartes and AscendTMS in the observed answers

Descartes appears in 32 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Descartes and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Descartes record · AscendTMS record · Transportation management systems checked set.

Descartes beside AscendTMS

Descartes and AscendTMS totals
Measure	Descartes	AscendTMS
Named	32/150; 21.3% (95% CI 15.5 to 28.6)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	5/150; 3.3% (95% CI 1.4 to 7.6)	9/150; 6.0% (95% CI 3.2 to 11.0)

Descartes / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Descartes: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Descartes and AscendTMS on q1
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 3 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Claude	Descartes: 1 of 3; AscendTMS: 1 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 0 of 3; AscendTMS: 0 of 3.

Descartes / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Descartes: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Descartes and AscendTMS on q2
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Claude	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 1 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 0 of 3; AscendTMS: 3 of 3.

Descartes / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Descartes: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes and AscendTMS on q3
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Claude	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 1 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 1 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 0 of 3; AscendTMS: 0 of 3.

Descartes / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Descartes: 12/15; 80.0% (95% CI 54.8 to 93.0). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Descartes and AscendTMS on q4
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 3 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Claude	Descartes: 3 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 3 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 2 of 3; AscendTMS: 1 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 1 of 3; AscendTMS: 2 of 3.

Descartes / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Descartes: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Descartes and AscendTMS on q5
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 3 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Claude	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 1 of 3; AscendTMS: 3 of 3.

Descartes / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Descartes: 9/15; 60.0% (95% CI 35.7 to 80.2). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Descartes and AscendTMS on q6
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 3 of 3; AscendTMS: 2 of 3.
Descartes / AscendTMS / Claude	Descartes: 3 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 3 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 2 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 0 of 3; AscendTMS: 3 of 3.

Descartes / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Descartes: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Descartes and AscendTMS on q7
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Claude	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 3 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 0 of 3; AscendTMS: 3 of 3.

Descartes / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Descartes: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes and AscendTMS on q8
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Claude	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 0 of 3; AscendTMS: 0 of 3.

Descartes / AscendTMS: question q9

What should I look for in a transportation management system?

Descartes: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes and AscendTMS on q9
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Claude	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 0 of 3; AscendTMS: 0 of 3.

Descartes / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Descartes: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Descartes and AscendTMS on q10
Engine and pair	Naming observations
Descartes / AscendTMS / ChatGPT	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Claude	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Perplexity	Descartes: 0 of 3; AscendTMS: 0 of 3.
Descartes / AscendTMS / Google AI Overviews	Descartes: 0 of 3; AscendTMS: 1 of 3.
Descartes / AscendTMS / Google AI Mode	Descartes: 1 of 3; AscendTMS: 0 of 3.

Read the pair in context

Descartes's own-domain citation count is 5 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Blue Yonder and AscendTMS

Transportation management systems · September 2026

Blue Yonder and AscendTMS in the observed answers

Blue Yonder appears in 23 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Blue Yonder and AscendTMS have different naming counts on 8 of 10 buyer questions; their counts match on 2 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Blue Yonder record · AscendTMS record · Transportation management systems checked set.

Blue Yonder beside AscendTMS

Blue Yonder and AscendTMS totals
Measure	Blue Yonder	AscendTMS
Named	23/150; 15.3% (95% CI 10.4 to 22.0)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	8/150; 5.3% (95% CI 2.7 to 10.2)	9/150; 6.0% (95% CI 3.2 to 11.0)

Blue Yonder / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Blue Yonder: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Blue Yonder and AscendTMS on q1
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 1 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.

Blue Yonder / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Blue Yonder: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Blue Yonder and AscendTMS on q2
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 1 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.

Blue Yonder / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Blue Yonder: 14/15; 93.3% (95% CI 70.2 to 98.8). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Blue Yonder and AscendTMS on q3
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 3 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 3 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 3 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 3 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 2 of 3; AscendTMS: 0 of 3.

Blue Yonder / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Blue Yonder: 8/15; 53.3% (95% CI 30.1 to 75.2). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Blue Yonder and AscendTMS on q4
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 3 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 3 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 1 of 3; AscendTMS: 1 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 1 of 3; AscendTMS: 2 of 3.

Blue Yonder / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Blue Yonder: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Blue Yonder and AscendTMS on q5
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 1 of 3; AscendTMS: 3 of 3.

Blue Yonder / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Blue Yonder: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Blue Yonder and AscendTMS on q6
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 2 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 2 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.

Blue Yonder / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Blue Yonder: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Blue Yonder and AscendTMS on q7
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 0 of 3; AscendTMS: 3 of 3.

Blue Yonder / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Blue Yonder: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Blue Yonder and AscendTMS on q8
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.

Blue Yonder / AscendTMS: question q9

What should I look for in a transportation management system?

Blue Yonder: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Blue Yonder and AscendTMS on q9
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.

Blue Yonder / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Blue Yonder: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Blue Yonder and AscendTMS on q10
Engine and pair	Naming observations
Blue Yonder / AscendTMS / ChatGPT	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Claude	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Perplexity	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.
Blue Yonder / AscendTMS / Google AI Overviews	Blue Yonder: 0 of 3; AscendTMS: 1 of 3.
Blue Yonder / AscendTMS / Google AI Mode	Blue Yonder: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Blue Yonder's own-domain citation count is 8 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Oracle Transportation Management and AscendTMS

Transportation management systems · September 2026

Oracle Transportation Management and AscendTMS in the observed answers

Oracle Transportation Management appears in 43 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Oracle Transportation Management and AscendTMS have different naming counts on 8 of 10 buyer questions; their counts match on 2 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Oracle Transportation Management record · AscendTMS record · Transportation management systems checked set.

Oracle Transportation Management beside AscendTMS

Oracle Transportation Management and AscendTMS totals
Measure	Oracle Transportation Management	AscendTMS
Named	43/150; 28.7% (95% CI 22.0 to 36.4)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	9/150; 6.0% (95% CI 3.2 to 11.0)	9/150; 6.0% (95% CI 3.2 to 11.0)

Oracle Transportation Management / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Oracle Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Oracle Transportation Management and AscendTMS on q1
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 0 of 3; AscendTMS: 1 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.

Oracle Transportation Management / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Oracle Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Oracle Transportation Management and AscendTMS on q2
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 0 of 3; AscendTMS: 1 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.

Oracle Transportation Management / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Oracle Transportation Management: 14/15; 93.3% (95% CI 70.2 to 98.8). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Oracle Transportation Management and AscendTMS on q3
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 3 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 3 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 3 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 3 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 2 of 3; AscendTMS: 0 of 3.

Oracle Transportation Management / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Oracle Transportation Management: 15/15; 100.0% (95% CI 79.6 to 100.0). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Oracle Transportation Management and AscendTMS on q4
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 3 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 3 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 3 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 3 of 3; AscendTMS: 1 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 3 of 3; AscendTMS: 2 of 3.

Oracle Transportation Management / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Oracle Transportation Management: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Oracle Transportation Management and AscendTMS on q5
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 3 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 2 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 1 of 3; AscendTMS: 3 of 3.

Oracle Transportation Management / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Oracle Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Oracle Transportation Management and AscendTMS on q6
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 2 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 0 of 3; AscendTMS: 2 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.

Oracle Transportation Management / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Oracle Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Oracle Transportation Management and AscendTMS on q7
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 0 of 3; AscendTMS: 3 of 3.

Oracle Transportation Management / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Oracle Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Oracle Transportation Management and AscendTMS on q8
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.

Oracle Transportation Management / AscendTMS: question q9

What should I look for in a transportation management system?

Oracle Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Oracle Transportation Management and AscendTMS on q9
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.

Oracle Transportation Management / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Oracle Transportation Management: 8/15; 53.3% (95% CI 30.1 to 75.2). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Oracle Transportation Management and AscendTMS on q10
Engine and pair	Naming observations
Oracle Transportation Management / AscendTMS / ChatGPT	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Claude	Oracle Transportation Management: 3 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Perplexity	Oracle Transportation Management: 0 of 3; AscendTMS: 0 of 3.
Oracle Transportation Management / AscendTMS / Google AI Overviews	Oracle Transportation Management: 3 of 3; AscendTMS: 1 of 3.
Oracle Transportation Management / AscendTMS / Google AI Mode	Oracle Transportation Management: 2 of 3; AscendTMS: 0 of 3.

Read the pair in context

Oracle Transportation Management's own-domain citation count is 9 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

SAP Transportation Management and AscendTMS

Transportation management systems · September 2026

SAP Transportation Management and AscendTMS in the observed answers

SAP Transportation Management appears in 38 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

SAP Transportation Management and AscendTMS have different naming counts on 8 of 10 buyer questions; their counts match on 2 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. SAP Transportation Management record · AscendTMS record · Transportation management systems checked set.

SAP Transportation Management beside AscendTMS

SAP Transportation Management and AscendTMS totals
Measure	SAP Transportation Management	AscendTMS
Named	38/150; 25.3% (95% CI 19.0 to 32.8)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	7/150; 4.7% (95% CI 2.3 to 9.3)	9/150; 6.0% (95% CI 3.2 to 11.0)

SAP Transportation Management / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

SAP Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

SAP Transportation Management and AscendTMS on q1
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 0 of 3; AscendTMS: 1 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.

SAP Transportation Management / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

SAP Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

SAP Transportation Management and AscendTMS on q2
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 0 of 3; AscendTMS: 1 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.

SAP Transportation Management / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

SAP Transportation Management: 15/15; 100.0% (95% CI 79.6 to 100.0). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

SAP Transportation Management and AscendTMS on q3
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 3 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 3 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 3 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 3 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 3 of 3; AscendTMS: 0 of 3.

SAP Transportation Management / AscendTMS: question q4

What are the best alternatives to MercuryGate?

SAP Transportation Management: 14/15; 93.3% (95% CI 70.2 to 98.8). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

SAP Transportation Management and AscendTMS on q4
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 3 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 3 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 3 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 2 of 3; AscendTMS: 1 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 3 of 3; AscendTMS: 2 of 3.

SAP Transportation Management / AscendTMS: question q5

What are the best alternatives to AscendTMS?

SAP Transportation Management: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

SAP Transportation Management and AscendTMS on q5
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 2 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.

SAP Transportation Management / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

SAP Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

SAP Transportation Management and AscendTMS on q6
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 2 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 0 of 3; AscendTMS: 2 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.

SAP Transportation Management / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

SAP Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

SAP Transportation Management and AscendTMS on q7
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 0 of 3; AscendTMS: 3 of 3.

SAP Transportation Management / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

SAP Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

SAP Transportation Management and AscendTMS on q8
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.

SAP Transportation Management / AscendTMS: question q9

What should I look for in a transportation management system?

SAP Transportation Management: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

SAP Transportation Management and AscendTMS on q9
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.

SAP Transportation Management / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

SAP Transportation Management: 7/15; 46.7% (95% CI 24.8 to 69.9). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

SAP Transportation Management and AscendTMS on q10
Engine and pair	Naming observations
SAP Transportation Management / AscendTMS / ChatGPT	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Claude	SAP Transportation Management: 1 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Perplexity	SAP Transportation Management: 0 of 3; AscendTMS: 0 of 3.
SAP Transportation Management / AscendTMS / Google AI Overviews	SAP Transportation Management: 3 of 3; AscendTMS: 1 of 3.
SAP Transportation Management / AscendTMS / Google AI Mode	SAP Transportation Management: 3 of 3; AscendTMS: 0 of 3.

Read the pair in context

SAP Transportation Management's own-domain citation count is 7 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Trimble Transportation and AscendTMS

Transportation management systems · September 2026

Trimble Transportation and AscendTMS in the observed answers

Trimble Transportation appears in 9 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Trimble Transportation and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Trimble Transportation record · AscendTMS record · Transportation management systems checked set.

Trimble Transportation beside AscendTMS

Trimble Transportation and AscendTMS totals
Measure	Trimble Transportation	AscendTMS
Named	9/150; 6.0% (95% CI 3.2 to 11.0)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	1/150; 0.7% (95% CI 0.1 to 3.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

Trimble Transportation / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Trimble Transportation and AscendTMS on q1
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 1 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.

Trimble Transportation / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Trimble Transportation and AscendTMS on q2
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 1 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.

Trimble Transportation / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Trimble Transportation and AscendTMS on q3
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.

Trimble Transportation / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Trimble Transportation: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Trimble Transportation and AscendTMS on q4
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 2 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 3 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 1 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 1 of 3; AscendTMS: 2 of 3.

Trimble Transportation / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Trimble Transportation: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Trimble Transportation and AscendTMS on q5
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 3 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.

Trimble Transportation / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Trimble Transportation and AscendTMS on q6
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 2 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 2 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.

Trimble Transportation / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Trimble Transportation and AscendTMS on q7
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 3 of 3.

Trimble Transportation / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Trimble Transportation and AscendTMS on q8
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.

Trimble Transportation / AscendTMS: question q9

What should I look for in a transportation management system?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Trimble Transportation and AscendTMS on q9
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.

Trimble Transportation / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Trimble Transportation: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Trimble Transportation and AscendTMS on q10
Engine and pair	Naming observations
Trimble Transportation / AscendTMS / ChatGPT	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Claude	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Perplexity	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.
Trimble Transportation / AscendTMS / Google AI Overviews	Trimble Transportation: 0 of 3; AscendTMS: 1 of 3.
Trimble Transportation / AscendTMS / Google AI Mode	Trimble Transportation: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Trimble Transportation's own-domain citation count is 1 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

e2open and AscendTMS

Transportation management systems · September 2026

e2open and AscendTMS in the observed answers

e2open appears in 18 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

e2open and AscendTMS have different naming counts on 8 of 10 buyer questions; their counts match on 2 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. e2open record · AscendTMS record · Transportation management systems checked set.

e2open beside AscendTMS

e2open and AscendTMS totals
Measure	e2open	AscendTMS
Named	18/150; 12.0% (95% CI 7.7 to 18.2)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	6/150; 4.0% (95% CI 1.8 to 8.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

e2open / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

e2open: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

e2open and AscendTMS on q1
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Claude	e2open: 2 of 3; AscendTMS: 1 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 0 of 3.

e2open / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

e2open: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

e2open and AscendTMS on q2
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Claude	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 1 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 3 of 3.

e2open / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

e2open: 9/15; 60.0% (95% CI 35.7 to 80.2). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

e2open and AscendTMS on q3
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 2 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Claude	e2open: 3 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 2 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 2 of 3; AscendTMS: 0 of 3.

e2open / AscendTMS: question q4

What are the best alternatives to MercuryGate?

e2open: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

e2open and AscendTMS on q4
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 3 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Claude	e2open: 2 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Perplexity	e2open: 1 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 1 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 2 of 3.

e2open / AscendTMS: question q5

What are the best alternatives to AscendTMS?

e2open: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

e2open and AscendTMS on q5
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Claude	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 3 of 3.

e2open / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

e2open: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

e2open and AscendTMS on q6
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 2 of 3.
e2open / AscendTMS / Claude	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Perplexity	e2open: 1 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 2 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 3 of 3.

e2open / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

e2open: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

e2open and AscendTMS on q7
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Claude	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 3 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 3 of 3.

e2open / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

e2open: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

e2open and AscendTMS on q8
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Claude	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 0 of 3.

e2open / AscendTMS: question q9

What should I look for in a transportation management system?

e2open: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

e2open and AscendTMS on q9
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Claude	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 0 of 3.

e2open / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

e2open: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

e2open and AscendTMS on q10
Engine and pair	Naming observations
e2open / AscendTMS / ChatGPT	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Claude	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Perplexity	e2open: 0 of 3; AscendTMS: 0 of 3.
e2open / AscendTMS / Google AI Overviews	e2open: 0 of 3; AscendTMS: 1 of 3.
e2open / AscendTMS / Google AI Mode	e2open: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

e2open's own-domain citation count is 6 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Manhattan Active TM and AscendTMS

Transportation management systems · September 2026

Manhattan Active TM and AscendTMS in the observed answers

Manhattan Active TM appears in 8 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Manhattan Active TM and AscendTMS have different naming counts on 9 of 10 buyer questions; their counts match on 1 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Manhattan Active TM record · AscendTMS record · Transportation management systems checked set.

Manhattan Active TM beside AscendTMS

Manhattan Active TM and AscendTMS totals
Measure	Manhattan Active TM	AscendTMS
Named	8/150; 5.3% (95% CI 2.7 to 10.2)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	1/150; 0.7% (95% CI 0.1 to 3.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

Manhattan Active TM / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Manhattan Active TM: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Manhattan Active TM and AscendTMS on q1
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 1 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.

Manhattan Active TM / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Manhattan Active TM: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Manhattan Active TM and AscendTMS on q2
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 1 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.

Manhattan Active TM / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Manhattan Active TM: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Manhattan Active TM and AscendTMS on q3
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 1 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 1 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.

Manhattan Active TM / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Manhattan Active TM: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Manhattan Active TM and AscendTMS on q4
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 3 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 1 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 2 of 3.

Manhattan Active TM / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Manhattan Active TM: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Manhattan Active TM and AscendTMS on q5
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 2 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.

Manhattan Active TM / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Manhattan Active TM: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Manhattan Active TM and AscendTMS on q6
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 2 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 2 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.

Manhattan Active TM / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Manhattan Active TM: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Manhattan Active TM and AscendTMS on q7
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 3 of 3.

Manhattan Active TM / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Manhattan Active TM: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Manhattan Active TM and AscendTMS on q8
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.

Manhattan Active TM / AscendTMS: question q9

What should I look for in a transportation management system?

Manhattan Active TM: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Manhattan Active TM and AscendTMS on q9
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 1 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.

Manhattan Active TM / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Manhattan Active TM: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Manhattan Active TM and AscendTMS on q10
Engine and pair	Naming observations
Manhattan Active TM / AscendTMS / ChatGPT	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Claude	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Perplexity	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.
Manhattan Active TM / AscendTMS / Google AI Overviews	Manhattan Active TM: 0 of 3; AscendTMS: 1 of 3.
Manhattan Active TM / AscendTMS / Google AI Mode	Manhattan Active TM: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Manhattan Active TM's own-domain citation count is 1 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Uber Freight TMS and AscendTMS

Transportation management systems · September 2026

Uber Freight TMS and AscendTMS in the observed answers

Uber Freight TMS appears in 5 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Uber Freight TMS and AscendTMS have different naming counts on 8 of 10 buyer questions; their counts match on 2 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Uber Freight TMS record · AscendTMS record · Transportation management systems checked set.

Uber Freight TMS beside AscendTMS

Uber Freight TMS and AscendTMS totals
Measure	Uber Freight TMS	AscendTMS
Named	5/150; 3.3% (95% CI 1.4 to 7.6)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	2/150; 1.3% (95% CI 0.4 to 4.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

Uber Freight TMS / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Uber Freight TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Uber Freight TMS and AscendTMS on q1
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 1 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.

Uber Freight TMS / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Uber Freight TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Uber Freight TMS and AscendTMS on q2
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 1 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.

Uber Freight TMS / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Uber Freight TMS: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Uber Freight TMS and AscendTMS on q3
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 1 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.

Uber Freight TMS / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Uber Freight TMS: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Uber Freight TMS and AscendTMS on q4
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 1 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 1 of 3; AscendTMS: 1 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 2 of 3.

Uber Freight TMS / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Uber Freight TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Uber Freight TMS and AscendTMS on q5
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.

Uber Freight TMS / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Uber Freight TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Uber Freight TMS and AscendTMS on q6
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 2 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 2 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.

Uber Freight TMS / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Uber Freight TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Uber Freight TMS and AscendTMS on q7
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 3 of 3.

Uber Freight TMS / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Uber Freight TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Uber Freight TMS and AscendTMS on q8
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.

Uber Freight TMS / AscendTMS: question q9

What should I look for in a transportation management system?

Uber Freight TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Uber Freight TMS and AscendTMS on q9
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.

Uber Freight TMS / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Uber Freight TMS: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Uber Freight TMS and AscendTMS on q10
Engine and pair	Naming observations
Uber Freight TMS / AscendTMS / ChatGPT	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Claude	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Perplexity	Uber Freight TMS: 0 of 3; AscendTMS: 0 of 3.
Uber Freight TMS / AscendTMS / Google AI Overviews	Uber Freight TMS: 0 of 3; AscendTMS: 1 of 3.
Uber Freight TMS / AscendTMS / Google AI Mode	Uber Freight TMS: 2 of 3; AscendTMS: 0 of 3.

Read the pair in context

Uber Freight TMS's own-domain citation count is 2 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Turvo and AscendTMS

Transportation management systems · September 2026

Turvo and AscendTMS in the observed answers

Turvo appears in 28 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Turvo and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Turvo record · AscendTMS record · Transportation management systems checked set.

Turvo beside AscendTMS

Turvo and AscendTMS totals
Measure	Turvo	AscendTMS
Named	28/150; 18.7% (95% CI 13.2 to 25.7)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	8/150; 5.3% (95% CI 2.7 to 10.2)	9/150; 6.0% (95% CI 3.2 to 11.0)

Turvo / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Turvo: 12/15; 80.0% (95% CI 54.8 to 93.0). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Turvo and AscendTMS on q1
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 3 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Claude	Turvo: 3 of 3; AscendTMS: 1 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 3 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 3 of 3; AscendTMS: 0 of 3.

Turvo / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Turvo: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Turvo and AscendTMS on q2
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 1 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 0 of 3; AscendTMS: 3 of 3.

Turvo / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Turvo: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Turvo and AscendTMS on q3
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 0 of 3; AscendTMS: 0 of 3.

Turvo / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Turvo: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Turvo and AscendTMS on q4
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 1 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 2 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 1 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 0 of 3; AscendTMS: 2 of 3.

Turvo / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Turvo: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Turvo and AscendTMS on q5
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 1 of 3; AscendTMS: 3 of 3.

Turvo / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Turvo: 12/15; 80.0% (95% CI 54.8 to 93.0). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Turvo and AscendTMS on q6
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 3 of 3; AscendTMS: 2 of 3.
Turvo / AscendTMS / Claude	Turvo: 3 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 3 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 2 of 3; AscendTMS: 2 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 1 of 3; AscendTMS: 3 of 3.

Turvo / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Turvo: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Turvo and AscendTMS on q7
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 3 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 0 of 3; AscendTMS: 3 of 3.

Turvo / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Turvo: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Turvo and AscendTMS on q8
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 0 of 3; AscendTMS: 0 of 3.

Turvo / AscendTMS: question q9

What should I look for in a transportation management system?

Turvo: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Turvo and AscendTMS on q9
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 0 of 3; AscendTMS: 0 of 3.

Turvo / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Turvo: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Turvo and AscendTMS on q10
Engine and pair	Naming observations
Turvo / AscendTMS / ChatGPT	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Claude	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Perplexity	Turvo: 0 of 3; AscendTMS: 0 of 3.
Turvo / AscendTMS / Google AI Overviews	Turvo: 0 of 3; AscendTMS: 1 of 3.
Turvo / AscendTMS / Google AI Mode	Turvo: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Turvo's own-domain citation count is 8 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Kuebix by FreightWise and AscendTMS

Transportation management systems · September 2026

Kuebix by FreightWise and AscendTMS in the observed answers

Kuebix by FreightWise appears in 11 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Kuebix by FreightWise and AscendTMS have different naming counts on 8 of 10 buyer questions; their counts match on 2 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Kuebix by FreightWise record · AscendTMS record · Transportation management systems checked set.

Kuebix by FreightWise beside AscendTMS

Kuebix by FreightWise and AscendTMS totals
Measure	Kuebix by FreightWise	AscendTMS
Named	11/150; 7.3% (95% CI 4.1 to 12.7)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	0/150; 0.0% (95% CI 0.0 to 2.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

Kuebix by FreightWise / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Kuebix by FreightWise: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Kuebix by FreightWise and AscendTMS on q1
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 1 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.

Kuebix by FreightWise / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Kuebix by FreightWise: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Kuebix by FreightWise and AscendTMS on q2
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 1 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.

Kuebix by FreightWise / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Kuebix by FreightWise: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Kuebix by FreightWise and AscendTMS on q3
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 1 of 3; AscendTMS: 0 of 3.

Kuebix by FreightWise / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Kuebix by FreightWise: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Kuebix by FreightWise and AscendTMS on q4
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 3 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 1 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 2 of 3.

Kuebix by FreightWise / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Kuebix by FreightWise: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Kuebix by FreightWise and AscendTMS on q5
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 3 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.

Kuebix by FreightWise / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Kuebix by FreightWise: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Kuebix by FreightWise and AscendTMS on q6
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 2 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 2 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.

Kuebix by FreightWise / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Kuebix by FreightWise: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Kuebix by FreightWise and AscendTMS on q7
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 3 of 3.

Kuebix by FreightWise / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Kuebix by FreightWise: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Kuebix by FreightWise and AscendTMS on q8
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.

Kuebix by FreightWise / AscendTMS: question q9

What should I look for in a transportation management system?

Kuebix by FreightWise: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Kuebix by FreightWise and AscendTMS on q9
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.

Kuebix by FreightWise / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Kuebix by FreightWise: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Kuebix by FreightWise and AscendTMS on q10
Engine and pair	Naming observations
Kuebix by FreightWise / AscendTMS / ChatGPT	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Claude	Kuebix by FreightWise: 0 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Perplexity	Kuebix by FreightWise: 3 of 3; AscendTMS: 0 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Overviews	Kuebix by FreightWise: 0 of 3; AscendTMS: 1 of 3.
Kuebix by FreightWise / AscendTMS / Google AI Mode	Kuebix by FreightWise: 1 of 3; AscendTMS: 0 of 3.

Read the pair in context

Kuebix by FreightWise's own-domain citation count is 0 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

FreightPOP and AscendTMS

Transportation management systems · September 2026

FreightPOP and AscendTMS in the observed answers

FreightPOP appears in 22 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

FreightPOP and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. FreightPOP record · AscendTMS record · Transportation management systems checked set.

FreightPOP beside AscendTMS

FreightPOP and AscendTMS totals
Measure	FreightPOP	AscendTMS
Named	22/150; 14.7% (95% CI 9.9 to 21.2)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	3/150; 2.0% (95% CI 0.7 to 5.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

FreightPOP / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

FreightPOP: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

FreightPOP and AscendTMS on q1
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 0 of 3; AscendTMS: 1 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 0 of 3; AscendTMS: 0 of 3.

FreightPOP / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

FreightPOP: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

FreightPOP and AscendTMS on q2
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 1 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 0 of 3; AscendTMS: 3 of 3.

FreightPOP / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

FreightPOP: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

FreightPOP and AscendTMS on q3
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 0 of 3; AscendTMS: 0 of 3.

FreightPOP / AscendTMS: question q4

What are the best alternatives to MercuryGate?

FreightPOP: 5/15; 33.3% (95% CI 15.2 to 58.3). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

FreightPOP and AscendTMS on q4
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 2 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 2 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 1 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 1 of 3; AscendTMS: 2 of 3.

FreightPOP / AscendTMS: question q5

What are the best alternatives to AscendTMS?

FreightPOP: 7/15; 46.7% (95% CI 24.8 to 69.9). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

FreightPOP and AscendTMS on q5
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 3 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 3 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 1 of 3; AscendTMS: 3 of 3.

FreightPOP / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

FreightPOP: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

FreightPOP and AscendTMS on q6
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 2 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 2 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 0 of 3; AscendTMS: 3 of 3.

FreightPOP / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

FreightPOP: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

FreightPOP and AscendTMS on q7
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 3 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 0 of 3; AscendTMS: 3 of 3.

FreightPOP / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

FreightPOP: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

FreightPOP and AscendTMS on q8
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 0 of 3; AscendTMS: 0 of 3.

FreightPOP / AscendTMS: question q9

What should I look for in a transportation management system?

FreightPOP: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

FreightPOP and AscendTMS on q9
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 0 of 3; AscendTMS: 0 of 3.

FreightPOP / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

FreightPOP: 10/15; 66.7% (95% CI 41.7 to 84.8). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

FreightPOP and AscendTMS on q10
Engine and pair	Naming observations
FreightPOP / AscendTMS / ChatGPT	FreightPOP: 1 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Claude	FreightPOP: 3 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Perplexity	FreightPOP: 0 of 3; AscendTMS: 0 of 3.
FreightPOP / AscendTMS / Google AI Overviews	FreightPOP: 3 of 3; AscendTMS: 1 of 3.
FreightPOP / AscendTMS / Google AI Mode	FreightPOP: 3 of 3; AscendTMS: 0 of 3.

Read the pair in context

FreightPOP's own-domain citation count is 3 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Descartes 3G TMS and AscendTMS

Transportation management systems · September 2026

Descartes 3G TMS and AscendTMS in the observed answers

Descartes 3G TMS appears in 24 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Descartes 3G TMS and AscendTMS have different naming counts on 8 of 10 buyer questions; their counts match on 2 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Descartes 3G TMS record · AscendTMS record · Transportation management systems checked set.

Descartes 3G TMS beside AscendTMS

Descartes 3G TMS and AscendTMS totals
Measure	Descartes 3G TMS	AscendTMS
Named	24/150; 16.0% (95% CI 11.0 to 22.7)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	2/150; 1.3% (95% CI 0.4 to 4.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

Descartes 3G TMS / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Descartes 3G TMS: 5/15; 33.3% (95% CI 15.2 to 58.3). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Descartes 3G TMS and AscendTMS on q1
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 2 of 3; AscendTMS: 1 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 1 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 2 of 3; AscendTMS: 0 of 3.

Descartes 3G TMS / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Descartes 3G TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Descartes 3G TMS and AscendTMS on q2
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 1 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.

Descartes 3G TMS / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Descartes 3G TMS: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes 3G TMS and AscendTMS on q3
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 3 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.

Descartes 3G TMS / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Descartes 3G TMS: 10/15; 66.7% (95% CI 41.7 to 84.8). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Descartes 3G TMS and AscendTMS on q4
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 3 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 3 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 3 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 1 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 1 of 3; AscendTMS: 2 of 3.

Descartes 3G TMS / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Descartes 3G TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Descartes 3G TMS and AscendTMS on q5
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.

Descartes 3G TMS / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Descartes 3G TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Descartes 3G TMS and AscendTMS on q6
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 2 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 2 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.

Descartes 3G TMS / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Descartes 3G TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Descartes 3G TMS and AscendTMS on q7
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 0 of 3; AscendTMS: 3 of 3.

Descartes 3G TMS / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Descartes 3G TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes 3G TMS and AscendTMS on q8
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.

Descartes 3G TMS / AscendTMS: question q9

What should I look for in a transportation management system?

Descartes 3G TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes 3G TMS and AscendTMS on q9
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.

Descartes 3G TMS / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Descartes 3G TMS: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Descartes 3G TMS and AscendTMS on q10
Engine and pair	Naming observations
Descartes 3G TMS / AscendTMS / ChatGPT	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Claude	Descartes 3G TMS: 3 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Perplexity	Descartes 3G TMS: 0 of 3; AscendTMS: 0 of 3.
Descartes 3G TMS / AscendTMS / Google AI Overviews	Descartes 3G TMS: 2 of 3; AscendTMS: 1 of 3.
Descartes 3G TMS / AscendTMS / Google AI Mode	Descartes 3G TMS: 1 of 3; AscendTMS: 0 of 3.

Read the pair in context

Descartes 3G TMS's own-domain citation count is 2 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Descartes Aljex and AscendTMS

Transportation management systems · September 2026

Descartes Aljex and AscendTMS in the observed answers

Descartes Aljex appears in 23 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Descartes Aljex and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Descartes Aljex record · AscendTMS record · Transportation management systems checked set.

Descartes Aljex beside AscendTMS

Descartes Aljex and AscendTMS totals
Measure	Descartes Aljex	AscendTMS
Named	23/150; 15.3% (95% CI 10.4 to 22.0)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	11/150; 7.3% (95% CI 4.1 to 12.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

Descartes Aljex / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Descartes Aljex: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Descartes Aljex and AscendTMS on q1
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 3 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 3 of 3; AscendTMS: 1 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.

Descartes Aljex / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Descartes Aljex: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Descartes Aljex and AscendTMS on q2
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 1 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.

Descartes Aljex / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Descartes Aljex: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes Aljex and AscendTMS on q3
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.

Descartes Aljex / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Descartes Aljex: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Descartes Aljex and AscendTMS on q4
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 1 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 2 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 1 of 3; AscendTMS: 1 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 2 of 3.

Descartes Aljex / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Descartes Aljex: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Descartes Aljex and AscendTMS on q5
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 3 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 1 of 3; AscendTMS: 3 of 3.

Descartes Aljex / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Descartes Aljex: 9/15; 60.0% (95% CI 35.7 to 80.2). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Descartes Aljex and AscendTMS on q6
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 3 of 3; AscendTMS: 2 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 3 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 3 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 2 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.

Descartes Aljex / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Descartes Aljex: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Descartes Aljex and AscendTMS on q7
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 3 of 3.

Descartes Aljex / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Descartes Aljex: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes Aljex and AscendTMS on q8
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.

Descartes Aljex / AscendTMS: question q9

What should I look for in a transportation management system?

Descartes Aljex: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Descartes Aljex and AscendTMS on q9
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.

Descartes Aljex / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Descartes Aljex: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Descartes Aljex and AscendTMS on q10
Engine and pair	Naming observations
Descartes Aljex / AscendTMS / ChatGPT	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Claude	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Perplexity	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.
Descartes Aljex / AscendTMS / Google AI Overviews	Descartes Aljex: 0 of 3; AscendTMS: 1 of 3.
Descartes Aljex / AscendTMS / Google AI Mode	Descartes Aljex: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Descartes Aljex's own-domain citation count is 11 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Tai TMS and AscendTMS

Transportation management systems · September 2026

Tai TMS and AscendTMS in the observed answers

Tai TMS appears in 39 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Tai TMS and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Tai TMS record · AscendTMS record · Transportation management systems checked set.

Tai TMS beside AscendTMS

Tai TMS and AscendTMS totals
Measure	Tai TMS	AscendTMS
Named	39/150; 26.0% (95% CI 19.6 to 33.6)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	0/150; 0.0% (95% CI 0.0 to 2.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

Tai TMS / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Tai TMS: 15/15; 100.0% (95% CI 79.6 to 100.0). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Tai TMS and AscendTMS on q1
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 3 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 3 of 3; AscendTMS: 1 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 3 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 3 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 3 of 3; AscendTMS: 0 of 3.

Tai TMS / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Tai TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Tai TMS and AscendTMS on q2
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 0 of 3; AscendTMS: 1 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 0 of 3; AscendTMS: 3 of 3.

Tai TMS / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Tai TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Tai TMS and AscendTMS on q3
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 0 of 3; AscendTMS: 0 of 3.

Tai TMS / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Tai TMS: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Tai TMS and AscendTMS on q4
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 1 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 2 of 3; AscendTMS: 1 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 0 of 3; AscendTMS: 2 of 3.

Tai TMS / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Tai TMS: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Tai TMS and AscendTMS on q5
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 2 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 3 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 1 of 3; AscendTMS: 3 of 3.

Tai TMS / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Tai TMS: 15/15; 100.0% (95% CI 79.6 to 100.0). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Tai TMS and AscendTMS on q6
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 3 of 3; AscendTMS: 2 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 3 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 3 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 3 of 3; AscendTMS: 2 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 3 of 3; AscendTMS: 3 of 3.

Tai TMS / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Tai TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Tai TMS and AscendTMS on q7
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 0 of 3; AscendTMS: 3 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 0 of 3; AscendTMS: 3 of 3.

Tai TMS / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Tai TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Tai TMS and AscendTMS on q8
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 0 of 3; AscendTMS: 0 of 3.

Tai TMS / AscendTMS: question q9

What should I look for in a transportation management system?

Tai TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Tai TMS and AscendTMS on q9
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 0 of 3; AscendTMS: 0 of 3.

Tai TMS / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Tai TMS: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Tai TMS and AscendTMS on q10
Engine and pair	Naming observations
Tai TMS / AscendTMS / ChatGPT	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Claude	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Perplexity	Tai TMS: 0 of 3; AscendTMS: 0 of 3.
Tai TMS / AscendTMS / Google AI Overviews	Tai TMS: 0 of 3; AscendTMS: 1 of 3.
Tai TMS / AscendTMS / Google AI Mode	Tai TMS: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Tai TMS's own-domain citation count is 0 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Rose Rocket and AscendTMS

Transportation management systems · September 2026

Rose Rocket and AscendTMS in the observed answers

Rose Rocket appears in 26 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Rose Rocket and AscendTMS have different naming counts on 6 of 10 buyer questions; their counts match on 4 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Rose Rocket record · AscendTMS record · Transportation management systems checked set.

Rose Rocket beside AscendTMS

Rose Rocket and AscendTMS totals
Measure	Rose Rocket	AscendTMS
Named	26/150; 17.3% (95% CI 12.1 to 24.2)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	6/150; 4.0% (95% CI 1.8 to 8.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

Rose Rocket / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Rose Rocket: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Rose Rocket and AscendTMS on q1
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 1 of 3; AscendTMS: 1 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.

Rose Rocket / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Rose Rocket: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Rose Rocket and AscendTMS on q2
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 2 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 1 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 2 of 3; AscendTMS: 3 of 3.

Rose Rocket / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Rose Rocket: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Rose Rocket and AscendTMS on q3
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.

Rose Rocket / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Rose Rocket: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Rose Rocket and AscendTMS on q4
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 1 of 3; AscendTMS: 1 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 3 of 3; AscendTMS: 2 of 3.

Rose Rocket / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Rose Rocket: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Rose Rocket and AscendTMS on q5
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 3 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 3 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.

Rose Rocket / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Rose Rocket: 9/15; 60.0% (95% CI 35.7 to 80.2). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Rose Rocket and AscendTMS on q6
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 1 of 3; AscendTMS: 2 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 3 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 3 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 1 of 3; AscendTMS: 2 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 1 of 3; AscendTMS: 3 of 3.

Rose Rocket / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Rose Rocket: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Rose Rocket and AscendTMS on q7
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 0 of 3; AscendTMS: 3 of 3.

Rose Rocket / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Rose Rocket: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Rose Rocket and AscendTMS on q8
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.

Rose Rocket / AscendTMS: question q9

What should I look for in a transportation management system?

Rose Rocket: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Rose Rocket and AscendTMS on q9
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.

Rose Rocket / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Rose Rocket: 2/15; 13.3% (95% CI 3.7 to 37.9). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Rose Rocket and AscendTMS on q10
Engine and pair	Naming observations
Rose Rocket / AscendTMS / ChatGPT	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Claude	Rose Rocket: 0 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Perplexity	Rose Rocket: 1 of 3; AscendTMS: 0 of 3.
Rose Rocket / AscendTMS / Google AI Overviews	Rose Rocket: 0 of 3; AscendTMS: 1 of 3.
Rose Rocket / AscendTMS / Google AI Mode	Rose Rocket: 1 of 3; AscendTMS: 0 of 3.

Read the pair in context

Rose Rocket's own-domain citation count is 6 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Alvys and AscendTMS

Transportation management systems · September 2026

Alvys and AscendTMS in the observed answers

Alvys appears in 58 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Alvys and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Alvys record · AscendTMS record · Transportation management systems checked set.

Alvys beside AscendTMS

Alvys and AscendTMS totals
Measure	Alvys	AscendTMS
Named	58/150; 38.7% (95% CI 31.2 to 46.7)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	29/150; 19.3% (95% CI 13.8 to 26.4)	9/150; 6.0% (95% CI 3.2 to 11.0)

Alvys / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Alvys: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Alvys and AscendTMS on q1
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Claude	Alvys: 2 of 3; AscendTMS: 1 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 1 of 3; AscendTMS: 0 of 3.

Alvys / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Alvys: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Alvys and AscendTMS on q2
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Claude	Alvys: 0 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 0 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 0 of 3; AscendTMS: 1 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 1 of 3; AscendTMS: 3 of 3.

Alvys / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Alvys: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Alvys and AscendTMS on q3
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Claude	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 0 of 3; AscendTMS: 0 of 3.

Alvys / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Alvys: 5/15; 33.3% (95% CI 15.2 to 58.3). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Alvys and AscendTMS on q4
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Claude	Alvys: 1 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 0 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 1 of 3; AscendTMS: 1 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 3 of 3; AscendTMS: 2 of 3.

Alvys / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Alvys: 10/15; 66.7% (95% CI 41.7 to 84.8). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Alvys and AscendTMS on q5
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Claude	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 1 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 0 of 3; AscendTMS: 3 of 3.

Alvys / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Alvys: 9/15; 60.0% (95% CI 35.7 to 80.2). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Alvys and AscendTMS on q6
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 0 of 3; AscendTMS: 2 of 3.
Alvys / AscendTMS / Claude	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 0 of 3; AscendTMS: 2 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 3 of 3; AscendTMS: 3 of 3.

Alvys / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Alvys: 15/15; 100.0% (95% CI 79.6 to 100.0). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Alvys and AscendTMS on q7
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Claude	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 3 of 3; AscendTMS: 3 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 3 of 3; AscendTMS: 3 of 3.

Alvys / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Alvys: 15/15; 100.0% (95% CI 79.6 to 100.0). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Alvys and AscendTMS on q8
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 3 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Claude	Alvys: 3 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 3 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 3 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 3 of 3; AscendTMS: 0 of 3.

Alvys / AscendTMS: question q9

What should I look for in a transportation management system?

Alvys: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Alvys and AscendTMS on q9
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Claude	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 0 of 3; AscendTMS: 0 of 3.

Alvys / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Alvys: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Alvys and AscendTMS on q10
Engine and pair	Naming observations
Alvys / AscendTMS / ChatGPT	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Claude	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Perplexity	Alvys: 0 of 3; AscendTMS: 0 of 3.
Alvys / AscendTMS / Google AI Overviews	Alvys: 0 of 3; AscendTMS: 1 of 3.
Alvys / AscendTMS / Google AI Mode	Alvys: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Alvys's own-domain citation count is 29 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Revenova and AscendTMS

Transportation management systems · September 2026

Revenova and AscendTMS in the observed answers

Revenova appears in 6 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Revenova and AscendTMS have different naming counts on 5 of 10 buyer questions; their counts match on 5 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Revenova record · AscendTMS record · Transportation management systems checked set.

Revenova beside AscendTMS

Revenova and AscendTMS totals
Measure	Revenova	AscendTMS
Named	6/150; 4.0% (95% CI 1.8 to 8.5)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	3/150; 2.0% (95% CI 0.7 to 5.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

Revenova / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Revenova: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Revenova and AscendTMS on q1
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 1 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 1 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 0 of 3.

Revenova / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Revenova: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Revenova and AscendTMS on q2
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 1 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 3 of 3.

Revenova / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Revenova: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Revenova and AscendTMS on q3
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 0 of 3.

Revenova / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Revenova: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Revenova and AscendTMS on q4
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 1 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 2 of 3.

Revenova / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Revenova: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Revenova and AscendTMS on q5
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 1 of 3; AscendTMS: 3 of 3.

Revenova / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Revenova: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Revenova and AscendTMS on q6
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 3 of 3; AscendTMS: 2 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 2 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 3 of 3.

Revenova / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Revenova: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Revenova and AscendTMS on q7
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 3 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 3 of 3.

Revenova / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Revenova: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Revenova and AscendTMS on q8
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 0 of 3.

Revenova / AscendTMS: question q9

What should I look for in a transportation management system?

Revenova: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Revenova and AscendTMS on q9
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Claude	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 0 of 3.

Revenova / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Revenova: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Revenova and AscendTMS on q10
Engine and pair	Naming observations
Revenova / AscendTMS / ChatGPT	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Claude	Revenova: 1 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Perplexity	Revenova: 0 of 3; AscendTMS: 0 of 3.
Revenova / AscendTMS / Google AI Overviews	Revenova: 0 of 3; AscendTMS: 1 of 3.
Revenova / AscendTMS / Google AI Mode	Revenova: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Revenova's own-domain citation count is 3 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

PCS Software and AscendTMS

Transportation management systems · September 2026

PCS Software and AscendTMS in the observed answers

PCS Software appears in 5 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

PCS Software and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. PCS Software record · AscendTMS record · Transportation management systems checked set.

PCS Software beside AscendTMS

PCS Software and AscendTMS totals
Measure	PCS Software	AscendTMS
Named	5/150; 3.3% (95% CI 1.4 to 7.6)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	0/150; 0.0% (95% CI 0.0 to 2.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

PCS Software / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

PCS Software and AscendTMS on q1
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 1 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 0 of 3.

PCS Software / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

PCS Software and AscendTMS on q2
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 1 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 3 of 3.

PCS Software / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

PCS Software and AscendTMS on q3
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 0 of 3.

PCS Software / AscendTMS: question q4

What are the best alternatives to MercuryGate?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

PCS Software and AscendTMS on q4
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 1 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 2 of 3.

PCS Software / AscendTMS: question q5

What are the best alternatives to AscendTMS?

PCS Software: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

PCS Software and AscendTMS on q5
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 3 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 1 of 3; AscendTMS: 3 of 3.

PCS Software / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

PCS Software: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

PCS Software and AscendTMS on q6
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 2 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 1 of 3; AscendTMS: 2 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 3 of 3.

PCS Software / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

PCS Software and AscendTMS on q7
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 3 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 3 of 3.

PCS Software / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

PCS Software and AscendTMS on q8
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 0 of 3.

PCS Software / AscendTMS: question q9

What should I look for in a transportation management system?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

PCS Software and AscendTMS on q9
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 0 of 3.

PCS Software / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

PCS Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

PCS Software and AscendTMS on q10
Engine and pair	Naming observations
PCS Software / AscendTMS / ChatGPT	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Claude	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Perplexity	PCS Software: 0 of 3; AscendTMS: 0 of 3.
PCS Software / AscendTMS / Google AI Overviews	PCS Software: 0 of 3; AscendTMS: 1 of 3.
PCS Software / AscendTMS / Google AI Mode	PCS Software: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

PCS Software's own-domain citation count is 0 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

McLeod Software and AscendTMS

Transportation management systems · September 2026

McLeod Software and AscendTMS in the observed answers

McLeod Software appears in 17 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

McLeod Software and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. McLeod Software record · AscendTMS record · Transportation management systems checked set.

McLeod Software beside AscendTMS

McLeod Software and AscendTMS totals
Measure	McLeod Software	AscendTMS
Named	17/150; 11.3% (95% CI 7.2 to 17.4)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	2/150; 1.3% (95% CI 0.4 to 4.7)	9/150; 6.0% (95% CI 3.2 to 11.0)

McLeod Software / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

McLeod Software: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

McLeod Software and AscendTMS on q1
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 1 of 3; AscendTMS: 1 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 2 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 1 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 0 of 3.

McLeod Software / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

McLeod Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

McLeod Software and AscendTMS on q2
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 1 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 3 of 3.

McLeod Software / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

McLeod Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

McLeod Software and AscendTMS on q3
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 0 of 3.

McLeod Software / AscendTMS: question q4

What are the best alternatives to MercuryGate?

McLeod Software: 6/15; 40.0% (95% CI 19.8 to 64.3). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

McLeod Software and AscendTMS on q4
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 2 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 2 of 3; AscendTMS: 1 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 2 of 3; AscendTMS: 2 of 3.

McLeod Software / AscendTMS: question q5

What are the best alternatives to AscendTMS?

McLeod Software: 3/15; 20.0% (95% CI 7.0 to 45.2). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

McLeod Software and AscendTMS on q5
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 3 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 3 of 3.

McLeod Software / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

McLeod Software: 4/15; 26.7% (95% CI 10.9 to 52.0). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

McLeod Software and AscendTMS on q6
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 2 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 2 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 2 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 2 of 3; AscendTMS: 3 of 3.

McLeod Software / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

McLeod Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

McLeod Software and AscendTMS on q7
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 3 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 3 of 3.

McLeod Software / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

McLeod Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

McLeod Software and AscendTMS on q8
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 0 of 3.

McLeod Software / AscendTMS: question q9

What should I look for in a transportation management system?

McLeod Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

McLeod Software and AscendTMS on q9
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 0 of 3.

McLeod Software / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

McLeod Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

McLeod Software and AscendTMS on q10
Engine and pair	Naming observations
McLeod Software / AscendTMS / ChatGPT	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Claude	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Perplexity	McLeod Software: 0 of 3; AscendTMS: 0 of 3.
McLeod Software / AscendTMS / Google AI Overviews	McLeod Software: 0 of 3; AscendTMS: 1 of 3.
McLeod Software / AscendTMS / Google AI Mode	McLeod Software: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

McLeod Software's own-domain citation count is 2 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Axon Software and AscendTMS

Transportation management systems · September 2026

Axon Software and AscendTMS in the observed answers

Axon Software appears in 0 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Axon Software and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Axon Software record · AscendTMS record · Transportation management systems checked set.

Axon Software beside AscendTMS

Axon Software and AscendTMS totals
Measure	Axon Software	AscendTMS
Named	0/150; 0.0% (95% CI 0.0 to 2.5)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	0/150; 0.0% (95% CI 0.0 to 2.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

Axon Software / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Axon Software and AscendTMS on q1
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 1 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 0 of 3.

Axon Software / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Axon Software and AscendTMS on q2
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 1 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 3 of 3.

Axon Software / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Axon Software and AscendTMS on q3
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 0 of 3.

Axon Software / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Axon Software and AscendTMS on q4
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 1 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 2 of 3.

Axon Software / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Axon Software and AscendTMS on q5
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 3 of 3.

Axon Software / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Axon Software and AscendTMS on q6
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 2 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 2 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 3 of 3.

Axon Software / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Axon Software and AscendTMS on q7
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 3 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 3 of 3.

Axon Software / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Axon Software and AscendTMS on q8
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 0 of 3.

Axon Software / AscendTMS: question q9

What should I look for in a transportation management system?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Axon Software and AscendTMS on q9
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 0 of 3.

Axon Software / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Axon Software: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Axon Software and AscendTMS on q10
Engine and pair	Naming observations
Axon Software / AscendTMS / ChatGPT	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Claude	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Perplexity	Axon Software: 0 of 3; AscendTMS: 0 of 3.
Axon Software / AscendTMS / Google AI Overviews	Axon Software: 0 of 3; AscendTMS: 1 of 3.
Axon Software / AscendTMS / Google AI Mode	Axon Software: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Axon Software's own-domain citation count is 0 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

3PL Systems and AscendTMS

Transportation management systems · September 2026

3PL Systems and AscendTMS in the observed answers

3PL Systems appears in 1 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

3PL Systems and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. 3PL Systems record · AscendTMS record · Transportation management systems checked set.

3PL Systems beside AscendTMS

3PL Systems and AscendTMS totals
Measure	3PL Systems	AscendTMS
Named	1/150; 0.7% (95% CI 0.1 to 3.7)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	0/150; 0.0% (95% CI 0.0 to 2.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

3PL Systems / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

3PL Systems and AscendTMS on q1
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 1 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 0 of 3.

3PL Systems / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

3PL Systems and AscendTMS on q2
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 1 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 3 of 3.

3PL Systems / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

3PL Systems and AscendTMS on q3
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 0 of 3.

3PL Systems / AscendTMS: question q4

What are the best alternatives to MercuryGate?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

3PL Systems and AscendTMS on q4
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 1 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 2 of 3.

3PL Systems / AscendTMS: question q5

What are the best alternatives to AscendTMS?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

3PL Systems and AscendTMS on q5
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 3 of 3.

3PL Systems / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

3PL Systems: 1/15; 6.7% (95% CI 1.2 to 29.8). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

3PL Systems and AscendTMS on q6
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 2 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 1 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 2 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 3 of 3.

3PL Systems / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

3PL Systems and AscendTMS on q7
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 3 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 3 of 3.

3PL Systems / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

3PL Systems and AscendTMS on q8
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 0 of 3.

3PL Systems / AscendTMS: question q9

What should I look for in a transportation management system?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

3PL Systems and AscendTMS on q9
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 0 of 3.

3PL Systems / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

3PL Systems: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

3PL Systems and AscendTMS on q10
Engine and pair	Naming observations
3PL Systems / AscendTMS / ChatGPT	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Claude	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Perplexity	3PL Systems: 0 of 3; AscendTMS: 0 of 3.
3PL Systems / AscendTMS / Google AI Overviews	3PL Systems: 0 of 3; AscendTMS: 1 of 3.
3PL Systems / AscendTMS / Google AI Mode	3PL Systems: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

3PL Systems's own-domain citation count is 0 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

IntelliTrans and AscendTMS

Transportation management systems · September 2026

IntelliTrans and AscendTMS in the observed answers

IntelliTrans appears in 0 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

IntelliTrans and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. IntelliTrans record · AscendTMS record · Transportation management systems checked set.

IntelliTrans beside AscendTMS

IntelliTrans and AscendTMS totals
Measure	IntelliTrans	AscendTMS
Named	0/150; 0.0% (95% CI 0.0 to 2.5)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	0/150; 0.0% (95% CI 0.0 to 2.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

IntelliTrans / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

IntelliTrans and AscendTMS on q1
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 1 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.

IntelliTrans / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

IntelliTrans and AscendTMS on q2
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 1 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.

IntelliTrans / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

IntelliTrans and AscendTMS on q3
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.

IntelliTrans / AscendTMS: question q4

What are the best alternatives to MercuryGate?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

IntelliTrans and AscendTMS on q4
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 1 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 2 of 3.

IntelliTrans / AscendTMS: question q5

What are the best alternatives to AscendTMS?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

IntelliTrans and AscendTMS on q5
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.

IntelliTrans / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

IntelliTrans and AscendTMS on q6
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 2 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 2 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.

IntelliTrans / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

IntelliTrans and AscendTMS on q7
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 3 of 3.

IntelliTrans / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

IntelliTrans and AscendTMS on q8
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.

IntelliTrans / AscendTMS: question q9

What should I look for in a transportation management system?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

IntelliTrans and AscendTMS on q9
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.

IntelliTrans / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

IntelliTrans: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

IntelliTrans and AscendTMS on q10
Engine and pair	Naming observations
IntelliTrans / AscendTMS / ChatGPT	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Claude	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Perplexity	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.
IntelliTrans / AscendTMS / Google AI Overviews	IntelliTrans: 0 of 3; AscendTMS: 1 of 3.
IntelliTrans / AscendTMS / Google AI Mode	IntelliTrans: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

IntelliTrans's own-domain citation count is 0 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

Princeton TMX and AscendTMS

Transportation management systems · September 2026

Princeton TMX and AscendTMS in the observed answers

Princeton TMX appears in 0 of 150 answers about transportation management systems; AscendTMS appears in 64 of 150.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Princeton TMX and AscendTMS have different naming counts on 7 of 10 buyer questions; their counts match on 3 of 10. The question and engine breakdowns below describe this pair. They do not test either product.

Captured 2026-09-22. Princeton TMX record · AscendTMS record · Transportation management systems checked set.

Princeton TMX beside AscendTMS

Princeton TMX and AscendTMS totals
Measure	Princeton TMX	AscendTMS
Named	0/150; 0.0% (95% CI 0.0 to 2.5)	64/150; 42.7% (95% CI 35.0 to 50.7)
Own domain cited	0/150; 0.0% (95% CI 0.0 to 2.5)	9/150; 6.0% (95% CI 3.2 to 11.0)

Princeton TMX / AscendTMS: question q1

What is the best TMS for a mid size freight brokerage?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Princeton TMX and AscendTMS on q1
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 1 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.

Princeton TMX / AscendTMS: question q2

What is the best TMS for a small carrier with about 10 trucks?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 10/15; 66.7% (95% CI 41.7 to 84.8).

Princeton TMX and AscendTMS on q2
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 1 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.

Princeton TMX / AscendTMS: question q3

What is the best TMS for a large enterprise shipper?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Princeton TMX and AscendTMS on q3
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.

Princeton TMX / AscendTMS: question q4

What are the best alternatives to MercuryGate?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 9/15; 60.0% (95% CI 35.7 to 80.2).

Princeton TMX and AscendTMS on q4
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 1 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 2 of 3.

Princeton TMX / AscendTMS: question q5

What are the best alternatives to AscendTMS?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Princeton TMX and AscendTMS on q5
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.

Princeton TMX / AscendTMS: question q6

What are the best alternatives to McLeod for a freight broker?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 13/15; 86.7% (95% CI 62.1 to 96.3).

Princeton TMX and AscendTMS on q6
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 2 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 2 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.

Princeton TMX / AscendTMS: question q7

AscendTMS vs Alvys, which is better for a small broker?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 15/15; 100.0% (95% CI 79.6 to 100.0).

Princeton TMX and AscendTMS on q7
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 3 of 3.

Princeton TMX / AscendTMS: question q8

Truckbase vs Alvys, which TMS is better for carriers?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Princeton TMX and AscendTMS on q8
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.

Princeton TMX / AscendTMS: question q9

What should I look for in a transportation management system?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 0/15; 0.0% (95% CI 0.0 to 20.4).

Princeton TMX and AscendTMS on q9
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.

Princeton TMX / AscendTMS: question q10

What is the best TMS for a shipper moving about 200 loads a month?

Princeton TMX: 0/15; 0.0% (95% CI 0.0 to 20.4). AscendTMS: 1/15; 6.7% (95% CI 1.2 to 29.8).

Princeton TMX and AscendTMS on q10
Engine and pair	Naming observations
Princeton TMX / AscendTMS / ChatGPT	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Claude	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Perplexity	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.
Princeton TMX / AscendTMS / Google AI Overviews	Princeton TMX: 0 of 3; AscendTMS: 1 of 3.
Princeton TMX / AscendTMS / Google AI Mode	Princeton TMX: 0 of 3; AscendTMS: 0 of 3.

Read the pair in context

Princeton TMX's own-domain citation count is 0 of 150; AscendTMS's is 9 of 150. Naming and citation are different observations. Counts sharing an answer base can co-occur, so subtracting them does not give the number of answers naming one alone.

Cited sources for Transportation management systems · Exact Transportation management systems buyer questions. Full answer evidence is in the dated deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

MercuryGate alternatives

Transportation management systems · captured 2026-09-22

When the question asks for MercuryGate alternatives

MercuryGate alternatives: 18 other checked vendors were named across 15 valid answers.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Exact wording: What are the best alternatives to MercuryGate?.

MercuryGate remained in 15 of 15 valid answers, 100.0% (Wilson 95% interval 79.6% to 100.0%).

6 of 25 checked vendors were never named for this exact question. That observation applies to 15 valid answers, rather than to all future answers.

Question record for MercuryGate · Transportation management systems checked set.

MercuryGate alternatives: Infios (MercuryGate)

Infios (MercuryGate): 15 of 15 valid answers, 100.0% (Wilson 95% interval 79.6% to 100.0%).

MercuryGate alternatives naming Infios (MercuryGate)
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Infios (MercuryGate) / ChatGPT	Infios (MercuryGate) named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Infios (MercuryGate) / Claude	Infios (MercuryGate) named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Infios (MercuryGate) / Perplexity	Infios (MercuryGate) named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Infios (MercuryGate) / Google AI Overviews	Infios (MercuryGate) named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Infios (MercuryGate) / Google AI Mode	Infios (MercuryGate) named in 3 of 3 valid MercuryGate-alternatives answers.

Infios (MercuryGate) across the category questions.

MercuryGate alternatives: Oracle Transportation Management

Oracle Transportation Management: 15 of 15 valid answers, 100.0% (Wilson 95% interval 79.6% to 100.0%).

MercuryGate alternatives naming Oracle Transportation Management
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Oracle Transportation Management / ChatGPT	Oracle Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Oracle Transportation Management / Claude	Oracle Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Oracle Transportation Management / Perplexity	Oracle Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Oracle Transportation Management / Google AI Overviews	Oracle Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Oracle Transportation Management / Google AI Mode	Oracle Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.

Oracle Transportation Management across the category questions.

MercuryGate alternatives: SAP Transportation Management

SAP Transportation Management: 14 of 15 valid answers, 93.3% (Wilson 95% interval 70.2% to 98.8%).

MercuryGate alternatives naming SAP Transportation Management
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / SAP Transportation Management / ChatGPT	SAP Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / SAP Transportation Management / Claude	SAP Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / SAP Transportation Management / Perplexity	SAP Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / SAP Transportation Management / Google AI Overviews	SAP Transportation Management named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / SAP Transportation Management / Google AI Mode	SAP Transportation Management named in 3 of 3 valid MercuryGate-alternatives answers.

SAP Transportation Management across the category questions.

MercuryGate alternatives: Descartes

Descartes: 12 of 15 valid answers, 80.0% (Wilson 95% interval 54.8% to 93.0%).

MercuryGate alternatives naming Descartes
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Descartes / ChatGPT	Descartes named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes / Claude	Descartes named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes / Perplexity	Descartes named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes / Google AI Overviews	Descartes named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes / Google AI Mode	Descartes named in 1 of 3 valid MercuryGate-alternatives answers.

Descartes across the category questions.

MercuryGate alternatives: Descartes 3G TMS

Descartes 3G TMS: 10 of 15 valid answers, 66.7% (Wilson 95% interval 41.7% to 84.8%).

MercuryGate alternatives naming Descartes 3G TMS
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Descartes 3G TMS / ChatGPT	Descartes 3G TMS named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes 3G TMS / Claude	Descartes 3G TMS named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes 3G TMS / Perplexity	Descartes 3G TMS named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes 3G TMS / Google AI Overviews	Descartes 3G TMS named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes 3G TMS / Google AI Mode	Descartes 3G TMS named in 1 of 3 valid MercuryGate-alternatives answers.

Descartes 3G TMS across the category questions.

MercuryGate alternatives: AscendTMS

AscendTMS: 9 of 15 valid answers, 60.0% (Wilson 95% interval 35.7% to 80.2%).

MercuryGate alternatives naming AscendTMS
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / AscendTMS / ChatGPT	AscendTMS named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / AscendTMS / Claude	AscendTMS named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / AscendTMS / Perplexity	AscendTMS named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / AscendTMS / Google AI Overviews	AscendTMS named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / AscendTMS / Google AI Mode	AscendTMS named in 2 of 3 valid MercuryGate-alternatives answers.

AscendTMS across the category questions.

MercuryGate alternatives: Blue Yonder

Blue Yonder: 8 of 15 valid answers, 53.3% (Wilson 95% interval 30.1% to 75.2%).

MercuryGate alternatives naming Blue Yonder
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Blue Yonder / ChatGPT	Blue Yonder named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Blue Yonder / Claude	Blue Yonder named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Blue Yonder / Perplexity	Blue Yonder named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Blue Yonder / Google AI Overviews	Blue Yonder named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Blue Yonder / Google AI Mode	Blue Yonder named in 1 of 3 valid MercuryGate-alternatives answers.

Blue Yonder across the category questions.

MercuryGate alternatives: e2open

e2open: 6 of 15 valid answers, 40.0% (Wilson 95% interval 19.8% to 64.3%).

MercuryGate alternatives naming e2open
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / e2open / ChatGPT	e2open named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / e2open / Claude	e2open named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / e2open / Perplexity	e2open named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / e2open / Google AI Overviews	e2open named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / e2open / Google AI Mode	e2open named in 0 of 3 valid MercuryGate-alternatives answers.

e2open across the category questions.

MercuryGate alternatives: McLeod Software

McLeod Software: 6 of 15 valid answers, 40.0% (Wilson 95% interval 19.8% to 64.3%).

MercuryGate alternatives naming McLeod Software
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / McLeod Software / ChatGPT	McLeod Software named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / McLeod Software / Claude	McLeod Software named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / McLeod Software / Perplexity	McLeod Software named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / McLeod Software / Google AI Overviews	McLeod Software named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / McLeod Software / Google AI Mode	McLeod Software named in 2 of 3 valid MercuryGate-alternatives answers.

McLeod Software across the category questions.

MercuryGate alternatives: Trimble Transportation

Trimble Transportation: 6 of 15 valid answers, 40.0% (Wilson 95% interval 19.8% to 64.3%).

MercuryGate alternatives naming Trimble Transportation
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Trimble Transportation / ChatGPT	Trimble Transportation named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Trimble Transportation / Claude	Trimble Transportation named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Trimble Transportation / Perplexity	Trimble Transportation named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Trimble Transportation / Google AI Overviews	Trimble Transportation named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Trimble Transportation / Google AI Mode	Trimble Transportation named in 1 of 3 valid MercuryGate-alternatives answers.

Trimble Transportation across the category questions.

MercuryGate alternatives: Alvys

Alvys: 5 of 15 valid answers, 33.3% (Wilson 95% interval 15.2% to 58.3%).

MercuryGate alternatives naming Alvys
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Alvys / ChatGPT	Alvys named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Alvys / Claude	Alvys named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Alvys / Perplexity	Alvys named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Alvys / Google AI Overviews	Alvys named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Alvys / Google AI Mode	Alvys named in 3 of 3 valid MercuryGate-alternatives answers.

Alvys across the category questions.

MercuryGate alternatives: FreightPOP

FreightPOP: 5 of 15 valid answers, 33.3% (Wilson 95% interval 15.2% to 58.3%).

MercuryGate alternatives naming FreightPOP
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / FreightPOP / ChatGPT	FreightPOP named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / FreightPOP / Claude	FreightPOP named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / FreightPOP / Perplexity	FreightPOP named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / FreightPOP / Google AI Overviews	FreightPOP named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / FreightPOP / Google AI Mode	FreightPOP named in 1 of 3 valid MercuryGate-alternatives answers.

FreightPOP across the category questions.

MercuryGate alternatives: Descartes Aljex

Descartes Aljex: 4 of 15 valid answers, 26.7% (Wilson 95% interval 10.9% to 52.0%).

MercuryGate alternatives naming Descartes Aljex
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Descartes Aljex / ChatGPT	Descartes Aljex named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes Aljex / Claude	Descartes Aljex named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes Aljex / Perplexity	Descartes Aljex named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes Aljex / Google AI Overviews	Descartes Aljex named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Descartes Aljex / Google AI Mode	Descartes Aljex named in 0 of 3 valid MercuryGate-alternatives answers.

Descartes Aljex across the category questions.

MercuryGate alternatives: Rose Rocket

Rose Rocket: 4 of 15 valid answers, 26.7% (Wilson 95% interval 10.9% to 52.0%).

MercuryGate alternatives naming Rose Rocket
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Rose Rocket / ChatGPT	Rose Rocket named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Rose Rocket / Claude	Rose Rocket named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Rose Rocket / Perplexity	Rose Rocket named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Rose Rocket / Google AI Overviews	Rose Rocket named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Rose Rocket / Google AI Mode	Rose Rocket named in 3 of 3 valid MercuryGate-alternatives answers.

Rose Rocket across the category questions.

MercuryGate alternatives: Kuebix by FreightWise

Kuebix by FreightWise: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

MercuryGate alternatives naming Kuebix by FreightWise
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Kuebix by FreightWise / ChatGPT	Kuebix by FreightWise named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Kuebix by FreightWise / Claude	Kuebix by FreightWise named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Kuebix by FreightWise / Perplexity	Kuebix by FreightWise named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Kuebix by FreightWise / Google AI Overviews	Kuebix by FreightWise named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Kuebix by FreightWise / Google AI Mode	Kuebix by FreightWise named in 0 of 3 valid MercuryGate-alternatives answers.

Kuebix by FreightWise across the category questions.

MercuryGate alternatives: Manhattan Active TM

Manhattan Active TM: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

MercuryGate alternatives naming Manhattan Active TM
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Manhattan Active TM / ChatGPT	Manhattan Active TM named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Manhattan Active TM / Claude	Manhattan Active TM named in 3 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Manhattan Active TM / Perplexity	Manhattan Active TM named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Manhattan Active TM / Google AI Overviews	Manhattan Active TM named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Manhattan Active TM / Google AI Mode	Manhattan Active TM named in 0 of 3 valid MercuryGate-alternatives answers.

Manhattan Active TM across the category questions.

MercuryGate alternatives: Tai TMS

Tai TMS: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

MercuryGate alternatives naming Tai TMS
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Tai TMS / ChatGPT	Tai TMS named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Tai TMS / Claude	Tai TMS named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Tai TMS / Perplexity	Tai TMS named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Tai TMS / Google AI Overviews	Tai TMS named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Tai TMS / Google AI Mode	Tai TMS named in 0 of 3 valid MercuryGate-alternatives answers.

Tai TMS across the category questions.

MercuryGate alternatives: Turvo

Turvo: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

MercuryGate alternatives naming Turvo
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Turvo / ChatGPT	Turvo named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Turvo / Claude	Turvo named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Turvo / Perplexity	Turvo named in 2 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Turvo / Google AI Overviews	Turvo named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Turvo / Google AI Mode	Turvo named in 0 of 3 valid MercuryGate-alternatives answers.

Turvo across the category questions.

MercuryGate alternatives: Uber Freight TMS

Uber Freight TMS: 2 of 15 valid answers, 13.3% (Wilson 95% interval 3.7% to 37.9%).

MercuryGate alternatives naming Uber Freight TMS
Engine, subject, and vendor	Valid answers naming this vendor
MercuryGate / Uber Freight TMS / ChatGPT	Uber Freight TMS named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Uber Freight TMS / Claude	Uber Freight TMS named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Uber Freight TMS / Perplexity	Uber Freight TMS named in 0 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Uber Freight TMS / Google AI Overviews	Uber Freight TMS named in 1 of 3 valid MercuryGate-alternatives answers.
MercuryGate / Uber Freight TMS / Google AI Mode	Uber Freight TMS named in 0 of 3 valid MercuryGate-alternatives answers.

Uber Freight TMS across the category questions.

MercuryGate alternatives and the checked set

Not named in this question: 3PL Systems, Axon Software, IntelliTrans, PCS Software, Princeton TMX, Revenova. Each has 0 of 15 valid answers for this exact wording.

A question naming MercuryGate already directs attention toward that product. Read its category discovery questions before comparing this answer with an unbranded shortlist.

Transportation management systems source mix. The full MercuryGate answers remain in the release deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

AscendTMS alternatives

Transportation management systems · captured 2026-09-22

When the question asks for AscendTMS alternatives

AscendTMS alternatives: 17 other checked vendors were named across 15 valid answers.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Exact wording: What are the best alternatives to AscendTMS?.

AscendTMS remained in 15 of 15 valid answers, 100.0% (Wilson 95% interval 79.6% to 100.0%).

7 of 25 checked vendors were never named for this exact question. That observation applies to 15 valid answers, rather than to all future answers.

Question record for AscendTMS · Transportation management systems checked set.

AscendTMS alternatives: AscendTMS

AscendTMS: 15 of 15 valid answers, 100.0% (Wilson 95% interval 79.6% to 100.0%).

AscendTMS alternatives naming AscendTMS
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / AscendTMS / ChatGPT	AscendTMS named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / AscendTMS / Claude	AscendTMS named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / AscendTMS / Perplexity	AscendTMS named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / AscendTMS / Google AI Overviews	AscendTMS named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / AscendTMS / Google AI Mode	AscendTMS named in 3 of 3 valid AscendTMS-alternatives answers.

AscendTMS across the category questions.

AscendTMS alternatives: Alvys

Alvys: 10 of 15 valid answers, 66.7% (Wilson 95% interval 41.7% to 84.8%).

AscendTMS alternatives naming Alvys
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Alvys / ChatGPT	Alvys named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Alvys / Claude	Alvys named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Alvys / Perplexity	Alvys named in 1 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Alvys / Google AI Overviews	Alvys named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Alvys / Google AI Mode	Alvys named in 0 of 3 valid AscendTMS-alternatives answers.

Alvys across the category questions.

AscendTMS alternatives: FreightPOP

FreightPOP: 7 of 15 valid answers, 46.7% (Wilson 95% interval 24.8% to 69.9%).

AscendTMS alternatives naming FreightPOP
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / FreightPOP / ChatGPT	FreightPOP named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / FreightPOP / Claude	FreightPOP named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / FreightPOP / Perplexity	FreightPOP named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / FreightPOP / Google AI Overviews	FreightPOP named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / FreightPOP / Google AI Mode	FreightPOP named in 1 of 3 valid AscendTMS-alternatives answers.

FreightPOP across the category questions.

AscendTMS alternatives: Oracle Transportation Management

Oracle Transportation Management: 6 of 15 valid answers, 40.0% (Wilson 95% interval 19.8% to 64.3%).

AscendTMS alternatives naming Oracle Transportation Management
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Oracle Transportation Management / ChatGPT	Oracle Transportation Management named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Oracle Transportation Management / Claude	Oracle Transportation Management named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Oracle Transportation Management / Perplexity	Oracle Transportation Management named in 2 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Oracle Transportation Management / Google AI Overviews	Oracle Transportation Management named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Oracle Transportation Management / Google AI Mode	Oracle Transportation Management named in 1 of 3 valid AscendTMS-alternatives answers.

Oracle Transportation Management across the category questions.

AscendTMS alternatives: Rose Rocket

Rose Rocket: 6 of 15 valid answers, 40.0% (Wilson 95% interval 19.8% to 64.3%).

AscendTMS alternatives naming Rose Rocket
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Rose Rocket / ChatGPT	Rose Rocket named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Rose Rocket / Claude	Rose Rocket named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Rose Rocket / Perplexity	Rose Rocket named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Rose Rocket / Google AI Overviews	Rose Rocket named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Rose Rocket / Google AI Mode	Rose Rocket named in 0 of 3 valid AscendTMS-alternatives answers.

Rose Rocket across the category questions.

AscendTMS alternatives: Tai TMS

Tai TMS: 6 of 15 valid answers, 40.0% (Wilson 95% interval 19.8% to 64.3%).

AscendTMS alternatives naming Tai TMS
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Tai TMS / ChatGPT	Tai TMS named in 2 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Tai TMS / Claude	Tai TMS named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Tai TMS / Perplexity	Tai TMS named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Tai TMS / Google AI Overviews	Tai TMS named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Tai TMS / Google AI Mode	Tai TMS named in 1 of 3 valid AscendTMS-alternatives answers.

Tai TMS across the category questions.

AscendTMS alternatives: Descartes

Descartes: 4 of 15 valid answers, 26.7% (Wilson 95% interval 10.9% to 52.0%).

AscendTMS alternatives naming Descartes
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Descartes / ChatGPT	Descartes named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes / Claude	Descartes named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes / Perplexity	Descartes named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes / Google AI Overviews	Descartes named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes / Google AI Mode	Descartes named in 1 of 3 valid AscendTMS-alternatives answers.

Descartes across the category questions.

AscendTMS alternatives: Descartes Aljex

Descartes Aljex: 4 of 15 valid answers, 26.7% (Wilson 95% interval 10.9% to 52.0%).

AscendTMS alternatives naming Descartes Aljex
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Descartes Aljex / ChatGPT	Descartes Aljex named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes Aljex / Claude	Descartes Aljex named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes Aljex / Perplexity	Descartes Aljex named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes Aljex / Google AI Overviews	Descartes Aljex named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Descartes Aljex / Google AI Mode	Descartes Aljex named in 1 of 3 valid AscendTMS-alternatives answers.

Descartes Aljex across the category questions.

AscendTMS alternatives: PCS Software

PCS Software: 4 of 15 valid answers, 26.7% (Wilson 95% interval 10.9% to 52.0%).

AscendTMS alternatives naming PCS Software
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / PCS Software / ChatGPT	PCS Software named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / PCS Software / Claude	PCS Software named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / PCS Software / Perplexity	PCS Software named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / PCS Software / Google AI Overviews	PCS Software named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / PCS Software / Google AI Mode	PCS Software named in 1 of 3 valid AscendTMS-alternatives answers.

PCS Software across the category questions.

AscendTMS alternatives: Infios (MercuryGate)

Infios (MercuryGate): 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

AscendTMS alternatives naming Infios (MercuryGate)
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Infios (MercuryGate) / ChatGPT	Infios (MercuryGate) named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Infios (MercuryGate) / Claude	Infios (MercuryGate) named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Infios (MercuryGate) / Perplexity	Infios (MercuryGate) named in 1 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Infios (MercuryGate) / Google AI Overviews	Infios (MercuryGate) named in 2 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Infios (MercuryGate) / Google AI Mode	Infios (MercuryGate) named in 0 of 3 valid AscendTMS-alternatives answers.

Infios (MercuryGate) across the category questions.

AscendTMS alternatives: Kuebix by FreightWise

Kuebix by FreightWise: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

AscendTMS alternatives naming Kuebix by FreightWise
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Kuebix by FreightWise / ChatGPT	Kuebix by FreightWise named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Kuebix by FreightWise / Claude	Kuebix by FreightWise named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Kuebix by FreightWise / Perplexity	Kuebix by FreightWise named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Kuebix by FreightWise / Google AI Overviews	Kuebix by FreightWise named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Kuebix by FreightWise / Google AI Mode	Kuebix by FreightWise named in 0 of 3 valid AscendTMS-alternatives answers.

Kuebix by FreightWise across the category questions.

AscendTMS alternatives: McLeod Software

McLeod Software: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

AscendTMS alternatives naming McLeod Software
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / McLeod Software / ChatGPT	McLeod Software named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / McLeod Software / Claude	McLeod Software named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / McLeod Software / Perplexity	McLeod Software named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / McLeod Software / Google AI Overviews	McLeod Software named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / McLeod Software / Google AI Mode	McLeod Software named in 0 of 3 valid AscendTMS-alternatives answers.

McLeod Software across the category questions.

AscendTMS alternatives: Trimble Transportation

Trimble Transportation: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

AscendTMS alternatives naming Trimble Transportation
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Trimble Transportation / ChatGPT	Trimble Transportation named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Trimble Transportation / Claude	Trimble Transportation named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Trimble Transportation / Perplexity	Trimble Transportation named in 3 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Trimble Transportation / Google AI Overviews	Trimble Transportation named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Trimble Transportation / Google AI Mode	Trimble Transportation named in 0 of 3 valid AscendTMS-alternatives answers.

Trimble Transportation across the category questions.

AscendTMS alternatives: Manhattan Active TM

Manhattan Active TM: 2 of 15 valid answers, 13.3% (Wilson 95% interval 3.7% to 37.9%).

AscendTMS alternatives naming Manhattan Active TM
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Manhattan Active TM / ChatGPT	Manhattan Active TM named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Manhattan Active TM / Claude	Manhattan Active TM named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Manhattan Active TM / Perplexity	Manhattan Active TM named in 2 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Manhattan Active TM / Google AI Overviews	Manhattan Active TM named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Manhattan Active TM / Google AI Mode	Manhattan Active TM named in 0 of 3 valid AscendTMS-alternatives answers.

Manhattan Active TM across the category questions.

AscendTMS alternatives: SAP Transportation Management

SAP Transportation Management: 2 of 15 valid answers, 13.3% (Wilson 95% interval 3.7% to 37.9%).

AscendTMS alternatives naming SAP Transportation Management
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / SAP Transportation Management / ChatGPT	SAP Transportation Management named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / SAP Transportation Management / Claude	SAP Transportation Management named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / SAP Transportation Management / Perplexity	SAP Transportation Management named in 2 of 3 valid AscendTMS-alternatives answers.
AscendTMS / SAP Transportation Management / Google AI Overviews	SAP Transportation Management named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / SAP Transportation Management / Google AI Mode	SAP Transportation Management named in 0 of 3 valid AscendTMS-alternatives answers.

SAP Transportation Management across the category questions.

AscendTMS alternatives: Blue Yonder

Blue Yonder: 1 of 15 valid answers, 6.7% (Wilson 95% interval 1.2% to 29.8%).

AscendTMS alternatives naming Blue Yonder
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Blue Yonder / ChatGPT	Blue Yonder named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Blue Yonder / Claude	Blue Yonder named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Blue Yonder / Perplexity	Blue Yonder named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Blue Yonder / Google AI Overviews	Blue Yonder named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Blue Yonder / Google AI Mode	Blue Yonder named in 1 of 3 valid AscendTMS-alternatives answers.

Blue Yonder across the category questions.

AscendTMS alternatives: Revenova

Revenova: 1 of 15 valid answers, 6.7% (Wilson 95% interval 1.2% to 29.8%).

AscendTMS alternatives naming Revenova
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Revenova / ChatGPT	Revenova named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Revenova / Claude	Revenova named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Revenova / Perplexity	Revenova named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Revenova / Google AI Overviews	Revenova named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Revenova / Google AI Mode	Revenova named in 1 of 3 valid AscendTMS-alternatives answers.

Revenova across the category questions.

AscendTMS alternatives: Turvo

Turvo: 1 of 15 valid answers, 6.7% (Wilson 95% interval 1.2% to 29.8%).

AscendTMS alternatives naming Turvo
Engine, subject, and vendor	Valid answers naming this vendor
AscendTMS / Turvo / ChatGPT	Turvo named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Turvo / Claude	Turvo named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Turvo / Perplexity	Turvo named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Turvo / Google AI Overviews	Turvo named in 0 of 3 valid AscendTMS-alternatives answers.
AscendTMS / Turvo / Google AI Mode	Turvo named in 1 of 3 valid AscendTMS-alternatives answers.

Turvo across the category questions.

AscendTMS alternatives and the checked set

Not named in this question: 3PL Systems, Axon Software, Descartes 3G TMS, e2open, IntelliTrans, Princeton TMX, Uber Freight TMS. Each has 0 of 15 valid answers for this exact wording.

A question naming AscendTMS already directs attention toward that product. Read its category discovery questions before comparing this answer with an unbranded shortlist.

Transportation management systems source mix. The full AscendTMS answers remain in the release deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

McLeod alternatives

Transportation management systems · captured 2026-09-22

When the question asks for McLeod alternatives

McLeod alternatives: 12 other checked vendors were named across 15 valid answers.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Exact wording: What are the best alternatives to McLeod for a freight broker?.

McLeod remained in 4 of 15 valid answers, 26.7% (Wilson 95% interval 10.9% to 52.0%).

12 of 25 checked vendors were never named for this exact question. That observation applies to 15 valid answers, rather than to all future answers.

Question record for McLeod · Transportation management systems checked set.

McLeod alternatives: Tai TMS

Tai TMS: 15 of 15 valid answers, 100.0% (Wilson 95% interval 79.6% to 100.0%).

McLeod alternatives naming Tai TMS
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Tai TMS / ChatGPT	Tai TMS named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Tai TMS / Claude	Tai TMS named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Tai TMS / Perplexity	Tai TMS named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Tai TMS / Google AI Overviews	Tai TMS named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Tai TMS / Google AI Mode	Tai TMS named in 3 of 3 valid McLeod-alternatives answers.

Tai TMS across the category questions.

McLeod alternatives: AscendTMS

AscendTMS: 13 of 15 valid answers, 86.7% (Wilson 95% interval 62.1% to 96.3%).

McLeod alternatives naming AscendTMS
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / AscendTMS / ChatGPT	AscendTMS named in 2 of 3 valid McLeod-alternatives answers.
McLeod / AscendTMS / Claude	AscendTMS named in 3 of 3 valid McLeod-alternatives answers.
McLeod / AscendTMS / Perplexity	AscendTMS named in 3 of 3 valid McLeod-alternatives answers.
McLeod / AscendTMS / Google AI Overviews	AscendTMS named in 2 of 3 valid McLeod-alternatives answers.
McLeod / AscendTMS / Google AI Mode	AscendTMS named in 3 of 3 valid McLeod-alternatives answers.

AscendTMS across the category questions.

McLeod alternatives: Turvo

Turvo: 12 of 15 valid answers, 80.0% (Wilson 95% interval 54.8% to 93.0%).

McLeod alternatives naming Turvo
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Turvo / ChatGPT	Turvo named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Turvo / Claude	Turvo named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Turvo / Perplexity	Turvo named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Turvo / Google AI Overviews	Turvo named in 2 of 3 valid McLeod-alternatives answers.
McLeod / Turvo / Google AI Mode	Turvo named in 1 of 3 valid McLeod-alternatives answers.

Turvo across the category questions.

McLeod alternatives: Alvys

Alvys: 9 of 15 valid answers, 60.0% (Wilson 95% interval 35.7% to 80.2%).

McLeod alternatives naming Alvys
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Alvys / ChatGPT	Alvys named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Alvys / Claude	Alvys named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Alvys / Perplexity	Alvys named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Alvys / Google AI Overviews	Alvys named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Alvys / Google AI Mode	Alvys named in 3 of 3 valid McLeod-alternatives answers.

Alvys across the category questions.

McLeod alternatives: Descartes

Descartes: 9 of 15 valid answers, 60.0% (Wilson 95% interval 35.7% to 80.2%).

McLeod alternatives naming Descartes
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Descartes / ChatGPT	Descartes named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Descartes / Claude	Descartes named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Descartes / Perplexity	Descartes named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Descartes / Google AI Overviews	Descartes named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Descartes / Google AI Mode	Descartes named in 0 of 3 valid McLeod-alternatives answers.

Descartes across the category questions.

McLeod alternatives: Descartes Aljex

Descartes Aljex: 9 of 15 valid answers, 60.0% (Wilson 95% interval 35.7% to 80.2%).

McLeod alternatives naming Descartes Aljex
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Descartes Aljex / ChatGPT	Descartes Aljex named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Descartes Aljex / Claude	Descartes Aljex named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Descartes Aljex / Perplexity	Descartes Aljex named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Descartes Aljex / Google AI Overviews	Descartes Aljex named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Descartes Aljex / Google AI Mode	Descartes Aljex named in 0 of 3 valid McLeod-alternatives answers.

Descartes Aljex across the category questions.

McLeod alternatives: Rose Rocket

Rose Rocket: 9 of 15 valid answers, 60.0% (Wilson 95% interval 35.7% to 80.2%).

McLeod alternatives naming Rose Rocket
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Rose Rocket / ChatGPT	Rose Rocket named in 1 of 3 valid McLeod-alternatives answers.
McLeod / Rose Rocket / Claude	Rose Rocket named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Rose Rocket / Perplexity	Rose Rocket named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Rose Rocket / Google AI Overviews	Rose Rocket named in 1 of 3 valid McLeod-alternatives answers.
McLeod / Rose Rocket / Google AI Mode	Rose Rocket named in 1 of 3 valid McLeod-alternatives answers.

Rose Rocket across the category questions.

McLeod alternatives: Infios (MercuryGate)

Infios (MercuryGate): 7 of 15 valid answers, 46.7% (Wilson 95% interval 24.8% to 69.9%).

McLeod alternatives naming Infios (MercuryGate)
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Infios (MercuryGate) / ChatGPT	Infios (MercuryGate) named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Infios (MercuryGate) / Claude	Infios (MercuryGate) named in 2 of 3 valid McLeod-alternatives answers.
McLeod / Infios (MercuryGate) / Perplexity	Infios (MercuryGate) named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Infios (MercuryGate) / Google AI Overviews	Infios (MercuryGate) named in 1 of 3 valid McLeod-alternatives answers.
McLeod / Infios (MercuryGate) / Google AI Mode	Infios (MercuryGate) named in 1 of 3 valid McLeod-alternatives answers.

Infios (MercuryGate) across the category questions.

McLeod alternatives: McLeod Software

McLeod Software: 4 of 15 valid answers, 26.7% (Wilson 95% interval 10.9% to 52.0%).

McLeod alternatives naming McLeod Software
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / McLeod Software / ChatGPT	McLeod Software named in 0 of 3 valid McLeod-alternatives answers.
McLeod / McLeod Software / Claude	McLeod Software named in 2 of 3 valid McLeod-alternatives answers.
McLeod / McLeod Software / Perplexity	McLeod Software named in 0 of 3 valid McLeod-alternatives answers.
McLeod / McLeod Software / Google AI Overviews	McLeod Software named in 0 of 3 valid McLeod-alternatives answers.
McLeod / McLeod Software / Google AI Mode	McLeod Software named in 2 of 3 valid McLeod-alternatives answers.

McLeod Software across the category questions.

McLeod alternatives: Revenova

Revenova: 3 of 15 valid answers, 20.0% (Wilson 95% interval 7.0% to 45.2%).

McLeod alternatives naming Revenova
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / Revenova / ChatGPT	Revenova named in 3 of 3 valid McLeod-alternatives answers.
McLeod / Revenova / Claude	Revenova named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Revenova / Perplexity	Revenova named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Revenova / Google AI Overviews	Revenova named in 0 of 3 valid McLeod-alternatives answers.
McLeod / Revenova / Google AI Mode	Revenova named in 0 of 3 valid McLeod-alternatives answers.

Revenova across the category questions.

McLeod alternatives: 3PL Systems

3PL Systems: 1 of 15 valid answers, 6.7% (Wilson 95% interval 1.2% to 29.8%).

McLeod alternatives naming 3PL Systems
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / 3PL Systems / ChatGPT	3PL Systems named in 0 of 3 valid McLeod-alternatives answers.
McLeod / 3PL Systems / Claude	3PL Systems named in 1 of 3 valid McLeod-alternatives answers.
McLeod / 3PL Systems / Perplexity	3PL Systems named in 0 of 3 valid McLeod-alternatives answers.
McLeod / 3PL Systems / Google AI Overviews	3PL Systems named in 0 of 3 valid McLeod-alternatives answers.
McLeod / 3PL Systems / Google AI Mode	3PL Systems named in 0 of 3 valid McLeod-alternatives answers.

3PL Systems across the category questions.

McLeod alternatives: e2open

e2open: 1 of 15 valid answers, 6.7% (Wilson 95% interval 1.2% to 29.8%).

McLeod alternatives naming e2open
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / e2open / ChatGPT	e2open named in 0 of 3 valid McLeod-alternatives answers.
McLeod / e2open / Claude	e2open named in 0 of 3 valid McLeod-alternatives answers.
McLeod / e2open / Perplexity	e2open named in 1 of 3 valid McLeod-alternatives answers.
McLeod / e2open / Google AI Overviews	e2open named in 0 of 3 valid McLeod-alternatives answers.
McLeod / e2open / Google AI Mode	e2open named in 0 of 3 valid McLeod-alternatives answers.

e2open across the category questions.

McLeod alternatives: PCS Software

PCS Software: 1 of 15 valid answers, 6.7% (Wilson 95% interval 1.2% to 29.8%).

McLeod alternatives naming PCS Software
Engine, subject, and vendor	Valid answers naming this vendor
McLeod / PCS Software / ChatGPT	PCS Software named in 0 of 3 valid McLeod-alternatives answers.
McLeod / PCS Software / Claude	PCS Software named in 0 of 3 valid McLeod-alternatives answers.
McLeod / PCS Software / Perplexity	PCS Software named in 0 of 3 valid McLeod-alternatives answers.
McLeod / PCS Software / Google AI Overviews	PCS Software named in 1 of 3 valid McLeod-alternatives answers.
McLeod / PCS Software / Google AI Mode	PCS Software named in 0 of 3 valid McLeod-alternatives answers.

PCS Software across the category questions.

McLeod alternatives and the checked set

Not named in this question: Axon Software, Blue Yonder, Descartes 3G TMS, FreightPOP, IntelliTrans, Kuebix by FreightWise, Manhattan Active TM, Oracle Transportation Management, Princeton TMX, SAP Transportation Management, Trimble Transportation, Uber Freight TMS. Each has 0 of 15 valid answers for this exact wording.

A question naming McLeod already directs attention toward that product. Read its category discovery questions before comparing this answer with an unbranded shortlist.

Transportation management systems source mix. The full McLeod answers remain in the release deposit.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Release 2026-09 · DOI 10.5281/zenodo.22907695 · CC BY 4.0. Disputes and same-configuration re-runs. Corrections: index@broadcastwell.com.

The ten buyer questions

Each question was put to every engine 3 times on the stated dates. Counts are over valid answers to the exact question.

What is the best TMS for a mid size freight brokerage?

Question q1. 15 valid answers. Excluded answers: 0. Type: best option.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

What is the best TMS for a small carrier with about 10 trucks?

Question q2. 15 valid answers. Excluded answers: 0. Type: best option.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

What is the best TMS for a large enterprise shipper?

Question q3. 15 valid answers. Excluded answers: 0. Type: best option.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

What are the best alternatives to MercuryGate?

Question q4. 15 valid answers. Excluded answers: 0. Type: alternative.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

What are the best alternatives to AscendTMS?

Question q5. 15 valid answers. Excluded answers: 0. Type: alternative.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

What are the best alternatives to McLeod for a freight broker?

Question q6. 15 valid answers. Excluded answers: 0. Type: alternative.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

AscendTMS vs Alvys, which is better for a small broker?

Question q7. 15 valid answers. Excluded answers: 0. Type: buyer evaluation.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

Truckbase vs Alvys, which TMS is better for carriers?

Question q8. 15 valid answers. Excluded answers: 0. Type: buyer evaluation.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

What should I look for in a transportation management system?

Question q9. 15 valid answers. Excluded answers: 0. Type: buyer evaluation.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

What is the best TMS for a shipper moving about 200 loads a month?

Question q10. 15 valid answers. Excluded answers: 0. Type: specific workflow.

Ask the engine yourself; answers vary by run.ChatGPT Perplexity Claude

The ten buyer questions

Alternatives questions

Compared with AscendTMS

Release and method

Release: 2026-09, version 2026-09.1
Published: 2026-09-23
Answer capture date: 2026-09-22
Source capture dates: 2026-09-21
Engines: ChatGPT, Claude, Perplexity, Google AI Overviews, Google AI Mode
Configuration: 10 fixed target questions, 5 engines, 3 repeats. No controls were run for this category.
Method version: v1.1
Excluded answers: 0 target answers excluded; exact reasons are listed. No controls were run for this category.
Commissioned engagement: No commissioned engagement is declared for this category.

Exact names and listed aliases are matched without case sensitivity at word boundaries. Plain word names require a listed qualifier nearby in the same sentence or the canonical domain among cited URLs. A vendor citation counts only when that answer also names the vendor under this rule.

Answer text for releases before 2026-09 was not retained. For release 2026-09 and later, the full answer text is kept and published in the release's Zenodo deposit and on the receipt pages, except Perplexity, where the method keeps a scored excerpt of at most 60 words and the share link.

Download and cite

Release JSON · Category CSV · DOI 10.5281/zenodo.22907695

How to cite: Broadcastwell. The Absence Index, Transportation management systems, version 2026-09.1. Permanent record. CC BY 4.0 with attribution to Broadcastwell.

About this page

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

This public record reports the checked set, fixed questions and stated dates. Claim a vendor page, file a dispute or ask for a re-run, or read the dispute policy and log.

Read this page as JSON · Dataset and page metadata

Which freight systems did AI tools name? 22 Sep 2026 record

Criteria Maps

Fit with the stated transportation operating needs

Automation of repetitive transportation work

Shipment tracking and status visibility

Route planning and optimization

Transportation reporting and analytics

Connections with existing transportation and business systems

Invoice reconciliation and freight charge audits

Support for required freight transportation modes

Carrier selection

Delivery service reporting

Limited implementation and administrative complexity

Real time shipment tracking

Shipment consolidation

Freight rate management

Ease of use for dispatchers and transportation staff

Carrier performance tracking

Comparison of carrier rates

Freight cost reporting

Scalability for growing transportation operations

Cost appropriate to operating scale and budget

ERP connections

Management of carrier relationships

Cloud based deployment

Exception handling workflows

Fit with the required geographic footprint

Freight payment and settlement

Shipping document handling

Supported API connections

Supported EDI data exchange

Estimated arrival times

Freight tendering

Full total cost of ownership

Load planning and optimization

Activity audit logs

Delay and exception alerts

Shipment dispatch

Adaptability as transportation needs change

Configurable reports or dashboards

Connected shipment lifecycle workflows

Freight billing

Freight sourcing and carrier procurement

Growth in shipment volume and network complexity

Shipment or order management

Carrier onboarding

Clear distinction between native, partner, custom and future features

Demonstrated operational capabilities or measured results

Freight contract management

Fuel surcharges and accessorial charges

IFTA fuel tax reporting

International freight operations

Load board connections

Load building

Machine learning and real time data for route selection

Mobile access for operational staff

Ongoing connector maintenance responsibility

Predicted arrival times

Responsive vendor support

Routing that respects delivery, capacity and service constraints

Shared operations and team collaboration

Shipment location tracking

Shipment milestone and event monitoring

Tests using real or representative shipment data

The complete order to cash process

Three year total cost of ownership

Tracking coverage for the actual carriers

Trailer utilization

Unified contract freight, private fleet and spot moves

A clear integration plan

API or EDI connections

Access controls

Assigned exception ownership

Carrier acceptance tracking

Carrier performance scorecards

Data cleanup

Data export

Defined tracking data freshness

Disaster recovery arrangements

ERP or warehouse management connections