Full total cost of ownership
14 of 150; 9.3%; Wilson 95% interval 5.6% to 15.1%. 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: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 3 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 3 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 2 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 2 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 11 source answers
No adjacent vendor passage coded for this criterion.
Ease of use
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, q2: 2 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Overviews, q9: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs; Google AI Mode, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|1; dealership-management-systems|q2|Claude|1; dealership-management-systems|q2|Claude|3; dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Perplexity|2
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 1 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers; No source shown: 12 source answers
- Autosoft: 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 dealership-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%
- Blackpurl: 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 dealership-management-systems|q2|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%
- Carsforsale.com: 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 dealership-management-systems|q2|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%
- DealerCenter: 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 dealership-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%
- Tekion: 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 dealership-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%
Fit with the dealership’s stated business needs
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, q2: 2 of 3 runs; Claude, q9: 1 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q1: 2 of 3 runs
Deposited source answers dealership-management-systems|q1|Google AI Mode|2; dealership-management-systems|q1|Google AI Mode|3; dealership-management-systems|q2|Claude|1; dealership-management-systems|q2|Claude|3; dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 1 source answers; https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 3 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 1 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 3 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 3 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 9 source answers
- AutoManager: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-management-systems|q1|Google AI Mode|2; dealership-management-systems|q1|Google AI Mode|3; dealership-management-systems|q2|Claude|1
No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 1 of 150; 0.7%
- AutoRaptor: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-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 1 of 150; 0.7%
- Autodeals: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-management-systems|q2|Claude|3
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%
- Autosoft: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-management-systems|q2|Claude|1
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%
- Carsforsale.com: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-management-systems|q2|Claude|3
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%
- DealerCenter: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-management-systems|q1|Google AI Mode|2; dealership-management-systems|q2|Claude|1
No source shown: 2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Category median 1 of 150; 0.7%
- DealersCloud: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-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 1 of 150; 0.7%
- Dealertrack: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-management-systems|q2|Claude|1
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%
- Frazer: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-management-systems|q1|Google AI Mode|2; dealership-management-systems|q1|Google AI Mode|3; dealership-management-systems|q2|Claude|1
No source shown: 3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Category median 1 of 150; 0.7%
- Wayne Reaves: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 1 of 150; 0.7%.
Vendor source evidence
Deposited source answers dealership-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 1 of 150; 0.7%
Vehicle sales and deal processing
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, q3: 1 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q3|Google AI Overviews|1; dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 3 source answers; No source shown: 9 source answers
- Blackpurl: 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 dealership-management-systems|q3|Google AI Overviews|1
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Connections to existing business systems
11 of 150; 7.3%; Wilson 95% interval 4.1% to 12.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 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 dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 3 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 1 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 2 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 2 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 8 source answers
No adjacent vendor passage coded for this criterion.
Disclosure of applicable and additional fees
11 of 150; 7.3%; Wilson 95% interval 4.1% to 12.7%. 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: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2
https://us.dealertrack.com/wp-content/uploads/sites/2/2024/03/dealer-management-checklist.pdf: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers; No source shown: 9 source answers
No adjacent vendor passage coded for this criterion.
Connected departmental operations without separate tools or duplicate entry
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; Claude, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|2
No source shown: 10 source answers
No adjacent vendor passage coded for this criterion.
Defined scope of data transferred during migration
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 Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 1 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 7 source answers
No adjacent vendor passage coded for this criterion.
Implementation and launch assistance
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 Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 3 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 2 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 3 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 2 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 2 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 7 source answers
No adjacent vendor passage coded for this criterion.
Supported APIs for connecting business tools
10 of 150; 6.7%; Wilson 95% interval 3.7% to 11.8%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 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 dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; No source shown: 7 source answers
No adjacent vendor passage coded for this criterion.
Data encryption
9 of 150; 6.0%; Wilson 95% interval 3.2% to 11.0%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 1 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 3 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers; No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Support for applicable regulatory obligations
9 of 150; 6.0%; Wilson 95% interval 3.2% to 11.0%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 1 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Overviews, q9: 2 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|2
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://www.ftc.gov/business-guidance/resources/automobile-dealers-ftcs-safeguards-rule-frequently-asked-questions?utm_source=openai: 3 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Ability to accommodate dealership growth
8 of 150; 5.3%; Wilson 95% interval 2.7% to 10.2%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 3 of 3 runs; Claude, q10: 1 of 3 runs; Perplexity, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q10|Claude|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 3 source answers; https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 1 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 1 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 3 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 2 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 2 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 5 source answers
- CDK Global: 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 dealership-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%
- Tekion: 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 dealership-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%
Accessible ongoing customer support
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; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 3 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 2 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 2 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Centralized or consolidated group accounting
8 of 150; 5.3%; Wilson 95% interval 2.7% to 10.2%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q10: 2 of 3 runs; Google AI Overviews, q10: 2 of 3 runs; Google AI Mode, q10: 3 of 3 runs
Deposited source answers dealership-management-systems|q10|Claude|1; dealership-management-systems|q10|Claude|3; dealership-management-systems|q10|Google AI Mode|1; dealership-management-systems|q10|Google AI Mode|2; dealership-management-systems|q10|Google AI Mode|3; dealership-management-systems|q10|Google AI Overviews|1; dealership-management-systems|q10|Google AI Overviews|3; dealership-management-systems|q9|ChatGPT|1
No source shown: 8 source answers
- CDK Global: 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 dealership-management-systems|q10|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%
- DealerBuilt: 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 dealership-management-systems|q10|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%
- Tekion: 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 dealership-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%
Coverage of departmental workflows in one system
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; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q3: 1 of 3 runs; Google AI Mode, q2: 1 of 3 runs
Deposited source answers dealership-management-systems|q2|Google AI Mode|3; dealership-management-systems|q3|Google AI Overviews|1; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 2 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 3 source answers; No source shown: 5 source answers
- Blackpurl: 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 dealership-management-systems|q3|Google AI Overviews|1
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- DealerCenter: 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 dealership-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%
- EverLogic: 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 dealership-management-systems|q3|Google AI Overviews|1
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
- dealr.cloud: 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 dealership-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%
Manageable system complexity
8 of 150; 5.3%; Wilson 95% interval 2.7% to 10.2%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q2: 2 of 3 runs; Claude, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q2: 1 of 3 runs; Google AI Mode, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|2; dealership-management-systems|q2|Claude|1; dealership-management-systems|q2|Claude|3; dealership-management-systems|q2|Google AI Mode|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Overviews|2
No source shown: 8 source answers
- AutoManager: 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 dealership-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%
- Carsforsale.com: 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 dealership-management-systems|q2|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%
- Dealertrack: 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 dealership-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%
- Tekion: 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 dealership-management-systems|q10|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%
- dealr.cloud: 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 dealership-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%
Data security
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs; 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 dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 3 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 2 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 2 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Defined contract and exit terms
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 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 dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://us.dealertrack.com/wp-content/uploads/sites/2/2024/03/dealer-management-checklist.pdf: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Documented service availability and uptime
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; Perplexity, q9: 2 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers; No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Hands on demonstrations using actual dealership 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; Claude, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|3
No source shown: 7 source answers
No adjacent vendor passage coded for this criterion.
Staff training
7 of 150; 4.7%; Wilson 95% interval 2.3% to 9.3%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Claude, q9: 3 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Perplexity|2
https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Cloud based deployment and access
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs; Google AI Overviews, q9: 2 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Google AI Overviews|3
No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Configurable reports
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 1 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://suiteengine.com/evaluating-a-dms/: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 3 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Data backups and recovery arrangements
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 1 of 3 runs; Perplexity, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 3 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Defined data export process or options
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 1 of 3 runs; Claude, q9: 2 of 3 runs; Perplexity, q9: 2 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers; No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Finance and insurance workflows
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 3 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Financial accounting functionality
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 3 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Implementation or launch timeline
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. 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
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 3 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Inventory management
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; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3
No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Itemized pricing and included versus additional features
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; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3
No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Ongoing staff training
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 2 of 3 runs; Google AI Overviews, q9: 2 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2
https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers; No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Ownership of dealership data
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: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|Google AI Overviews|1; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://us.dealertrack.com/resources/how-to-choose-dealer-management-system/: 3 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 3 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 2 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 2 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 2 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Parts department workflows
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 3 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Real time inventory or financial information
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|2
No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Reporting across multiple stores or the dealer group
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; Google AI Overviews, q10: 2 of 3 runs; Google AI Mode, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|3; dealership-management-systems|q10|Google AI Overviews|1; dealership-management-systems|q10|Google AI Overviews|3; dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 6 source answers
- Reynolds and Reynolds: 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 dealership-management-systems|q10|Google AI Mode|3; dealership-management-systems|q10|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%
- Tekion: 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 dealership-management-systems|q10|Google AI Mode|3; dealership-management-systems|q10|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%
Role based access controls
6 of 150; 4.0%; Wilson 95% interval 1.8% to 8.5%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|3
No source shown: 6 source answers
No adjacent vendor passage coded for this criterion.
Service department workflows
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 3 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Working connections to CRM, OEM, lender and other business systems
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://us.dealertrack.com/wp-content/uploads/sites/2/2024/03/dealer-management-checklist.pdf: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 3 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Access from off site locations
5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Team review: in progress.
Runs, sources and adjacent vendors
Google AI Overviews, q9: 2 of 3 runs; Google AI Mode, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Google AI Overviews|3
No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Built in financial accounting
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; Claude, q9: 2 of 3 runs; Perplexity, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Overviews|2; dealership-management-systems|q9|Perplexity|1
https://suiteengine.com/evaluating-a-dms/: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 1 source answers; No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Defined data migration process
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; Claude, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Overviews|1
No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Defined handling of data after leaving the platform
5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs; Perplexity, q9: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Evidence and references from comparable dealerships
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 2 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 1 source answers; https://www.discorp.com/blog/evaluate-your-dms/: 1 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
How prices change as usage or the dealership grows
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; Claude, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2
No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Integrated payment processing
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; Claude, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Overviews|1
No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Shared inventory visibility or pooling across stores
5 of 150; 3.3%; Wilson 95% interval 1.4% to 7.6%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q10: 2 of 3 runs; Google AI Overviews, q10: 2 of 3 runs; Google AI Mode, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Claude|1; dealership-management-systems|q10|Claude|3; dealership-management-systems|q10|Google AI Mode|2; dealership-management-systems|q10|Google AI Overviews|1; dealership-management-systems|q10|Google AI Overviews|3
No source shown: 5 source answers
- Tekion: 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 dealership-management-systems|q10|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%
Support during weekends, extended hours or round the clock
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; Claude, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Overviews|3
No source shown: 5 source answers
No adjacent vendor passage coded for this criterion.
Support for multiple dealership locations
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; Claude, q9: 1 of 3 runs; Perplexity, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 3 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 3 source answers; https://www.discorp.com/blog/what-is-a-dealership-management-system/: 1 source answers; https://www.elvadms.com/how-to-choose-a-dealer-management-system-in-2026/: 1 source answers; https://www.flyntlok.com/insights/best-dealer-management-systems: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
A complete usable data export
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Google AI Overviews|3
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Access from mobile devices
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 dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Google AI Overviews|2
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Clear service terms
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Cost appropriate to dealership size and budget
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q2: 2 of 3 runs; Claude, q9: 1 of 3 runs; Google AI Mode, q2: 1 of 3 runs
Deposited source answers dealership-management-systems|q2|Claude|1; dealership-management-systems|q2|Claude|3; dealership-management-systems|q2|Google AI Mode|3; dealership-management-systems|q9|Claude|3
No source shown: 4 source answers
- AutoManager: 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 dealership-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%
- Carsforsale.com: 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 dealership-management-systems|q2|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%
- DealerCenter: 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 dealership-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%
- Frazer: 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 dealership-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%
- dealr.cloud: 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 dealership-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%
Defined pricing model and charging basis
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 2 of 3 runs; Claude, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Overviews|1
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Defined renewal, cancellation and termination commitments
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Perplexity|3
https://us.dealertrack.com/wp-content/uploads/sites/2/2024/03/dealer-management-checklist.pdf: 1 source answers; No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Deployment architecture suited to dealership needs
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q1: 2 of 3 runs
Deposited source answers dealership-management-systems|q1|Google AI Mode|2; dealership-management-systems|q1|Google AI Mode|3; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Overviews|1
No source shown: 4 source answers
- DealerCenter: 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 dealership-management-systems|q1|Google AI Mode|2; dealership-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 0 of 150; 0.0%
- DealersCloud: 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 dealership-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%
Expected downtime during implementation
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
ChatGPT, q9: 3 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Google AI Mode|3
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Ongoing software updates
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 dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Overviews|3
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Reporting functionality
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 dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Required internal resources for implementation
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; Perplexity, q9: 3 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 1 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Safeguards for customer and financial data
4 of 150; 2.7%; Wilson 95% interval 1.0% to 6.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs; Google AI Mode, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2
No source shown: 4 source answers
No adjacent vendor passage coded for this criterion.
Training at launch
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 Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Overviews|3; dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|3
https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 2 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 2 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
A manageable staff learning requirement
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, q2: 1 of 3 runs; Google AI Mode, q10: 2 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|1; dealership-management-systems|q10|Google AI Mode|3; dealership-management-systems|q2|Google AI Mode|3
No source shown: 3 source answers
- Frazer: 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 dealership-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%
- Tekion: 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 dealership-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%
Accessible support with response and resolution commitments
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Accurate and consistent data across systems or modules
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 dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://suiteengine.com/evaluating-a-dms/: 2 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 2 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 3 source answers
No adjacent vendor passage coded for this criterion.
Audit trail of record and financial changes
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Bank reconciliation and month end close
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Checked migration completeness and reconciled opening balances
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Clear included features versus chargeable add ons
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Google AI Mode|2
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Defined maximum data loss commitments
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Defined recovery time commitments
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Documented data hosting and storage location
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Perplexity|1
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Fallback or rollback plan for failed migration
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Independent security assessments or certifications
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Long term vendor commitment to customers and support
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Perplexity|1
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 1 source answers; https://www.discorp.com/blog/evaluate-your-dms/: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Multifactor authentication
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Ownership, access and restrictions on secondary use of dealership 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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
https://www.nada.org/media/3508/download?inline=&utm_source=openai: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Parts inventory management
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 dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Product roadmap and continuing development
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Perplexity|1
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://www.ceo-review.com/10-best-dealership-management-system-software-providers-for-ceos/: 1 source answers; https://www.discorp.com/blog/evaluate-your-dms/: 1 source answers; No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Reports traceable to source transactions
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Responsibility for integration failures
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Security certifications
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 dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 3 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 3 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers
No adjacent vendor passage coded for this criterion.
Security incident notification commitments
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Service job scheduling
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 dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Support channels, availability and response expectations
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 dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|2; dealership-management-systems|q9|Perplexity|3
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 1 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 2 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 3 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 2 source answers; https://www.lightspeeddms.com/top-questions-dealers-are-asking-about-a-dms-blog/: 1 source answers
No adjacent vendor passage coded for this criterion.
Support for FTC Safeguards Rule obligations
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
https://www.ftc.gov/business-guidance/resources/automobile-dealers-ftcs-safeguards-rule-frequently-asked-questions?utm_source=openai: 3 source answers
No adjacent vendor passage coded for this criterion.
Support for data privacy obligations
3 of 150; 2.0%; Wilson 95% interval 0.7% to 5.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Overviews|1
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Usable operations during outages
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Usable report exports
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Vendor experience and reputation
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 dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Claude|3
No source shown: 3 source answers
No adjacent vendor passage coded for this criterion.
Access to customer records
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 dealership-management-systems|q9|Google AI Mode|2; dealership-management-systems|q9|Google AI Mode|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Access to data after contract termination
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Access to dealership data
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|2; dealership-management-systems|q9|Perplexity|1
https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Adaptability to changing dealership needs
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Avoiding per integration fees
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q10: 1 of 3 runs; Google AI Mode, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Claude|3; dealership-management-systems|q10|Google AI Mode|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Centralized multi location operations and visibility
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, q10: 2 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|1; dealership-management-systems|q10|Google AI Mode|2
No source shown: 2 source answers
- Tekion: 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 dealership-management-systems|q10|Google AI Mode|1; dealership-management-systems|q10|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%
Clean data migration
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 dealership-management-systems|q9|Google AI Mode|1; dealership-management-systems|q9|Google AI Mode|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Connections to customer relationship management systems
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Data 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; Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|3; dealership-management-systems|q9|Claude|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Data encryption at rest and in transit
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Data retention terms
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Perplexity, q9: 1 of 3 runs; Google AI Mode, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Google AI Mode|3; dealership-management-systems|q9|Perplexity|3
https://tekion.com/blog/the-dealers-guide-to-choosing-a-dms-in-2026: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Deal cancellations, refunds and accounting corrections
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Deal profitability analysis or optimization
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Google AI Overviews|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Defined data direction, frequency and synchronized records
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Demonstration of working integrations
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Electronic signatures
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Evidence of tested data recovery
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 dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Floorplan financing 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: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|Google AI Overviews|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Growth without replacing the system
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|3; dealership-management-systems|q9|Perplexity|1
https://blog.everlogic.com/choosing-the-right-dealership-management-software-dms: 1 source answers; https://www.dealerrock.com/2025/07/23/the-essential-guide-to-choosing-the-right-cloud-based-dealer-management-system-for-marine-and-rv-dealerships/: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Inter store inventory transfers
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 Mode, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|1; dealership-management-systems|q9|ChatGPT|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Prospect, pipeline and customer relationship tracking
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Recent security audit or compliance certification
2 of 150; 1.3%; Wilson 95% interval 0.4% to 4.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 2 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1; dealership-management-systems|q9|Claude|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Report configuration without custom development 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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Required capabilities currently delivered rather than roadmap promises
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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Responsibility for integration setup
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 dealership-management-systems|q9|Perplexity|1; dealership-management-systems|q9|Perplexity|3
https://us.dealertrack.com/wp-content/uploads/sites/2/2024/03/dealer-management-checklist.pdf: 2 source answers; https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/insights/dealership-software-guide-systems-features-and-how-choose-right-platform: 2 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 2 source answers
No adjacent vendor passage coded for this criterion.
Role specific launch and ongoing 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: 1 of 3 runs; Perplexity, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|Perplexity|3
https://www.cdkglobal.com/insights/5-questions-ask-when-selecting-your-dms-provider: 1 source answers; https://www.cdkglobal.com/insights/what-look-when-choosing-dealer-management-system: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers; No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Service appointments, repair orders and technician 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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|3
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Trade in 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: 1 of 3 runs; Google AI Overviews, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|ChatGPT|2; dealership-management-systems|q9|Google AI Overviews|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Vehicle reconditioning 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 dealership-management-systems|q9|ChatGPT|1; dealership-management-systems|q9|ChatGPT|2
No source shown: 2 source answers
No adjacent vendor passage coded for this criterion.
Ability to retain preferred third party providers
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 dealership-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
An integration architecture diagram
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Automated prospect follow ups
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Automation of repetitive dealership tasks
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Avoiding massive franchise enterprise systems for a small dealership
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 dealership-management-systems|q2|Google AI Overviews|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Bidirectional data flow
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 dealership-management-systems|q9|Google AI Overviews|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Built in financial accounting and general ledger
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Centralized customer records and access
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, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|2
No source shown: 1 source answers
- Tekion: 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 dealership-management-systems|q10|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%
Certified integrations
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 dealership-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Complete data migration
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 dealership-management-systems|q9|Google AI Mode|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Complete usable data exports with defined formats, time and fees
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 dealership-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Configurable dealership workflows
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Connections to manufacturer systems
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, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Mode|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Contractual remedies for failed implementation or undelivered functions
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 dealership-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Data backups
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Dedicated account manager
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 dealership-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Defined data storage practices
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 dealership-management-systems|q9|Perplexity|2
https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers; https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers
No adjacent vendor passage coded for this criterion.
Defined data field update and refresh handling
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 dealership-management-systems|q9|Perplexity|2
https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers
No adjacent vendor passage coded for this criterion.
Defined integration data, direction and transfer speed
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 dealership-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Documented outage procedures
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 dealership-management-systems|q9|Perplexity|2
https://www.larksuite.com/en_us/blog/dealership-management-system: 1 source answers
No adjacent vendor passage coded for this criterion.
Expected support response times
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 dealership-management-systems|q9|Google AI Mode|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Feedback or reviews from other dealerships
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Flat rate or modular 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 dealership-management-systems|q2|Google AI Mode|3
No source shown: 1 source answers
- Autosoft: 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 dealership-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%
- Frazer: 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 dealership-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%
Handling workflow corrections and exceptions
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 dealership-management-systems|q9|ChatGPT|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Manufacturer incentive accounting
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 dealership-management-systems|q9|Google AI Overviews|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Manufacturer parts price files
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, q3: 1 of 3 runs
Deposited source answers dealership-management-systems|q3|Google AI Overviews|1
No source shown: 1 source answers
- Lightspeed: 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 dealership-management-systems|q3|Google AI Overviews|1
No source shown: 1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Category median 0 of 150; 0.0%
Ongoing software and regulatory updates
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 dealership-management-systems|q9|Google AI Mode|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Open two way APIs
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 dealership-management-systems|q9|Google AI Overviews|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Post termination access and data retention or deletion 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 dealership-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Responsibility for integration setup and ongoing support
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 dealership-management-systems|q9|Perplexity|2
https://us.dealertrack.com/wp-content/uploads/sites/2/2024/03/dealer-management-checklist.pdf: 1 source answers; https://www.cdkglobal.com/sites/cdk4/files/2022-01/21-1300%20ABM%20eBook%20Rebrand_v2.pdf: 1 source answers
No adjacent vendor passage coded for this criterion.
Sales pipeline and lead tracking
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Service work orders
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, q3: 1 of 3 runs
Deposited source answers dealership-management-systems|q3|Google AI Overviews|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Small dealer fit, affordability or ease of learning as alternative selection qualities
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q2: 1 of 3 runs
Deposited source answers dealership-management-systems|q2|Claude|2
No source shown: 1 source answers
- Autodeals: 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 dealership-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%
- Blackpurl: 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 dealership-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%
- Carsforsale.com: 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 dealership-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%
- DealerCenter: 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 dealership-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%
- EverLogic: 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 dealership-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%
Standardized finance and insurance compliance across stores
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, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Overviews|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Standardized workflows across stores
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, q10: 1 of 3 runs
Deposited source answers dealership-management-systems|q10|Google AI Overviews|3
No source shown: 1 source answers
- Reynolds and Reynolds: 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 dealership-management-systems|q10|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%
Support for accessories
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, q3: 1 of 3 runs
Deposited source answers dealership-management-systems|q3|Google AI Overviews|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Trade in payoff handling
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 dealership-management-systems|q9|ChatGPT|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Vehicle cost tracking
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 dealership-management-systems|q9|ChatGPT|1
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Vendor financial stability
1 of 150; 0.7%; Wilson 95% interval 0.1% to 3.7%. Team review: in progress.
Runs, sources and adjacent vendors
Claude, q9: 1 of 3 runs
Deposited source answers dealership-management-systems|q9|Claude|3
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.
Warranty claim processing
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 dealership-management-systems|q9|ChatGPT|2
No source shown: 1 source answers
No adjacent vendor passage coded for this criterion.