Source Map · release 2026-09
Transportation management systems: where the answers cite
Observed answers on stated dates, not a ranking. This is not a judgment of product quality.
Answers captured 2026-09-22. Valid answers: 150 of 150 (100.0%) target attempts. The September release's naming and citation figures are unchanged.
Citation shares count each distinct returned URL once per answer. Answer shares count a domain once per answer. A checked-vendor domain is any canonical domain or alias in this category's fixed set. Own is evaluated relative to each vendor in the downloadable rules.
Titles not fetched: 97 of 462 (21.0%) distinct cited URLs. We use the URL path where a title could not be read.
Complete source classes and fired rules · Category record
ChatGPT
Valid answers: 30 of 30 (100.0%) recorded attempts.
Source mix for ChatGPT| Source class | Citations |
|---|
| checked vendor | 96 of 142 (67.6%) |
|---|
| review platform | 0 of 142 (0.0%) |
|---|
| community | 0 of 142 (0.0%) |
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| video | 0 of 142 (0.0%) |
|---|
| reference | 0 of 142 (0.0%) |
|---|
| academic government | 0 of 142 (0.0%) |
|---|
| media | 0 of 142 (0.0%) |
|---|
| ranked list | 14 of 142 (9.9%) |
|---|
| other company | 32 of 142 (22.5%) |
|---|
| other | 0 of 142 (0.0%) |
|---|
Checked vendors' owned sites: 96 of 142 (67.6%) citations. Other companies: 32 of 142 (22.5%). Ranked lists: 14 of 142 (9.9%).
Ten most-cited domains for ChatGPT| Domain | Class | Citations | Answers |
|---|
| truckbase.com | other company | 18 of 142 (12.7%) | 9 of 30 (30.0%) |
|---|
| sap.com | checked vendor | 13 of 142 (9.2%) | 9 of 30 (30.0%) |
|---|
| alvys.com | checked vendor | 12 of 142 (8.5%) | 9 of 30 (30.0%) |
|---|
| aljex.com | checked vendor | 10 of 142 (7.0%) | 10 of 30 (33.3%) |
|---|
| oracle.com | checked vendor | 10 of 142 (7.0%) | 9 of 30 (30.0%) |
|---|
| tai-software.com | ranked list | 8 of 142 (5.6%) | 8 of 30 (26.7%) |
|---|
| turvo.com | checked vendor | 7 of 142 (4.9%) | 7 of 30 (23.3%) |
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| blueyonder.com | checked vendor | 6 of 142 (4.2%) | 6 of 30 (20.0%) |
|---|
| infios.com | checked vendor | 6 of 142 (4.2%) | 6 of 30 (20.0%) |
|---|
| e2open.com | checked vendor | 5 of 142 (3.5%) | 5 of 30 (16.7%) |
|---|
Claude
Valid answers: 30 of 30 (100.0%) recorded attempts.
Source mix for Claude| Source class | Citations |
|---|
| checked vendor | 29 of 267 (10.9%) |
|---|
| review platform | 28 of 267 (10.5%) |
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| community | 0 of 267 (0.0%) |
|---|
| video | 0 of 267 (0.0%) |
|---|
| reference | 0 of 267 (0.0%) |
|---|
| academic government | 0 of 267 (0.0%) |
|---|
| media | 14 of 267 (5.2%) |
|---|
| ranked list | 164 of 267 (61.4%) |
|---|
| other company | 32 of 267 (12.0%) |
|---|
| other | 0 of 267 (0.0%) |
|---|
Checked vendors' owned sites: 29 of 267 (10.9%) citations. Other companies: 32 of 267 (12.0%). Ranked lists: 164 of 267 (61.4%).
Ten most-cited domains for Claude| Domain | Class | Citations | Answers |
|---|
| softwareconnect.com | media | 14 of 267 (5.2%) | 9 of 30 (30.0%) |
|---|
| alvys.com | checked vendor | 10 of 267 (3.7%) | 5 of 30 (16.7%) |
|---|
| bestcarriertms.com | ranked list | 10 of 267 (3.7%) | 8 of 30 (26.7%) |
|---|
| arktms.com | ranked list | 9 of 267 (3.4%) | 7 of 30 (23.3%) |
|---|
| capterra.com | review platform | 9 of 267 (3.4%) | 9 of 30 (30.0%) |
|---|
| checkthat.ai | ranked list | 9 of 267 (3.4%) | 9 of 30 (30.0%) |
|---|
| gofreight.com | ranked list | 9 of 267 (3.4%) | 9 of 30 (30.0%) |
|---|
| selecthub.com | ranked list | 7 of 267 (2.6%) | 4 of 30 (13.3%) |
|---|
| softwareadvice.com | review platform | 7 of 267 (2.6%) | 4 of 30 (13.3%) |
|---|
| softwarefinder.com | other company | 7 of 267 (2.6%) | 4 of 30 (13.3%) |
|---|
Perplexity
Valid answers: 30 of 30 (100.0%) recorded attempts.
Source mix for Perplexity| Source class | Citations |
|---|
| checked vendor | 45 of 651 (6.9%) |
|---|
| review platform | 55 of 651 (8.4%) |
|---|
| community | 3 of 651 (0.5%) |
|---|
| video | 0 of 651 (0.0%) |
|---|
| reference | 0 of 651 (0.0%) |
|---|
| academic government | 0 of 651 (0.0%) |
|---|
| media | 21 of 651 (3.2%) |
|---|
| ranked list | 446 of 651 (68.5%) |
|---|
| other company | 78 of 651 (12.0%) |
|---|
| other | 3 of 651 (0.5%) |
|---|
Checked vendors' owned sites: 45 of 651 (6.9%) citations. Other companies: 78 of 651 (12.0%). Ranked lists: 446 of 651 (68.5%).
Ten most-cited domains for Perplexity| Domain | Class | Citations | Answers |
|---|
| supplychaindesk.com | ranked list | 30 of 651 (4.6%) | 15 of 30 (50.0%) |
|---|
| freightwaves.com | ranked list | 27 of 651 (4.1%) | 18 of 30 (60.0%) |
|---|
| pcssoft.com | checked vendor | 27 of 651 (4.1%) | 21 of 30 (70.0%) |
|---|
| capterra.com | review platform | 21 of 651 (3.2%) | 12 of 30 (40.0%) |
|---|
| justdial.com | other company | 21 of 651 (3.2%) | 6 of 30 (20.0%) |
|---|
| bestcarriertms.com | ranked list | 19 of 651 (2.9%) | 7 of 30 (23.3%) |
|---|
| g2.com | review platform | 15 of 651 (2.3%) | 6 of 30 (20.0%) |
|---|
| locus.sh | ranked list | 15 of 651 (2.3%) | 6 of 30 (20.0%) |
|---|
| marketbeat.com | ranked list | 15 of 651 (2.3%) | 3 of 30 (10.0%) |
|---|
| selecthub.com | ranked list | 15 of 651 (2.3%) | 12 of 30 (40.0%) |
|---|
Google AI Overviews
Valid answers: 30 of 30 (100.0%) recorded attempts.
Source mix for Google AI Overviews| Source class | Citations |
|---|
| checked vendor | 48 of 252 (19.0%) |
|---|
| review platform | 8 of 252 (3.2%) |
|---|
| community | 19 of 252 (7.5%) |
|---|
| video | 18 of 252 (7.1%) |
|---|
| reference | 0 of 252 (0.0%) |
|---|
| academic government | 1 of 252 (0.4%) |
|---|
| media | 0 of 252 (0.0%) |
|---|
| ranked list | 133 of 252 (52.8%) |
|---|
| other company | 25 of 252 (9.9%) |
|---|
| other | 0 of 252 (0.0%) |
|---|
Checked vendors' owned sites: 48 of 252 (19.0%) citations. Other companies: 25 of 252 (9.9%). Ranked lists: 133 of 252 (52.8%).
Ten most-cited domains for Google AI Overviews| Domain | Class | Citations | Answers |
|---|
| reddit.com | community | 19 of 252 (7.5%) | 18 of 30 (60.0%) |
|---|
| alvys.com | checked vendor | 18 of 252 (7.1%) | 6 of 30 (20.0%) |
|---|
| youtube.com | video | 18 of 252 (7.1%) | 11 of 30 (36.7%) |
|---|
| datatruck.io | ranked list | 11 of 252 (4.4%) | 8 of 30 (26.7%) |
|---|
| brokerpro.com | ranked list | 8 of 252 (3.2%) | 8 of 30 (26.7%) |
|---|
| princetontmx.com | checked vendor | 8 of 252 (3.2%) | 8 of 30 (26.7%) |
|---|
| facebook.com | ranked list | 7 of 252 (2.8%) | 6 of 30 (20.0%) |
|---|
| itqlick.com | other company | 7 of 252 (2.8%) | 6 of 30 (20.0%) |
|---|
| ustechautomations.com | ranked list | 7 of 252 (2.8%) | 7 of 30 (23.3%) |
|---|
| premierss.com | ranked list | 6 of 252 (2.4%) | 6 of 30 (20.0%) |
|---|
Google AI Mode
Valid answers: 30 of 30 (100.0%) recorded attempts.
Source mix for Google AI Mode| Source class | Citations |
|---|
| checked vendor | 35 of 118 (29.7%) |
|---|
| review platform | 13 of 118 (11.0%) |
|---|
| community | 12 of 118 (10.2%) |
|---|
| video | 0 of 118 (0.0%) |
|---|
| reference | 0 of 118 (0.0%) |
|---|
| academic government | 0 of 118 (0.0%) |
|---|
| media | 0 of 118 (0.0%) |
|---|
| ranked list | 48 of 118 (40.7%) |
|---|
| other company | 10 of 118 (8.5%) |
|---|
| other | 0 of 118 (0.0%) |
|---|
Checked vendors' owned sites: 35 of 118 (29.7%) citations. Other companies: 10 of 118 (8.5%). Ranked lists: 48 of 118 (40.7%).
Ten most-cited domains for Google AI Mode| Domain | Class | Citations | Answers |
|---|
| alvys.com | checked vendor | 13 of 118 (11.0%) | 9 of 30 (30.0%) |
|---|
| reddit.com | community | 12 of 118 (10.2%) | 12 of 30 (40.0%) |
|---|
| capterra.com | review platform | 5 of 118 (4.2%) | 4 of 30 (13.3%) |
|---|
| datatruck.io | ranked list | 5 of 118 (4.2%) | 5 of 30 (16.7%) |
|---|
| g2.com | review platform | 5 of 118 (4.2%) | 4 of 30 (13.3%) |
|---|
| ustechautomations.com | ranked list | 5 of 118 (4.2%) | 5 of 30 (16.7%) |
|---|
| glideappsagency.com | ranked list | 4 of 118 (3.4%) | 4 of 30 (13.3%) |
|---|
| princetontmx.com | checked vendor | 4 of 118 (3.4%) | 4 of 30 (13.3%) |
|---|
| truckbase.com | other company | 4 of 118 (3.4%) | 2 of 30 (6.7%) |
|---|
| brokerpro.com | ranked list | 3 of 118 (2.5%) | 2 of 30 (6.7%) |
|---|
Observed answers on stated dates, not a ranking. This is not a judgment of product quality.