Dealership management systems

Criteria Maps

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

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

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

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

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

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

Checklist Audit $490. Every figure comes from the published method, v1.1.

1. 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.

2. 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%

3. 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%

4. 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%

5. 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.

6. 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.

7. 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.

8. 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.

9. 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.

10. 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.

11. 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.

12. 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.

13. 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%

14. 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.

15. 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%

16. 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%

17. 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%

18. 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.

19. 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.

20. 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.

21. 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.

22. 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.

23. 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.

24. 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.

25. 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.

26. 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.

27. 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.

28. 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.

29. 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.

30. 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.

31. 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.

32. 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.

33. 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.

34. 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.

35. 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.

36. 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%

37. 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.

38. 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.

39. 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.

40. 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.

41. 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.

42. 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.

43. 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.

44. 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.

45. 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.

46. 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.

47. 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%

48. 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.

49. 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.

50. 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.

51. 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.

52. 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.

53. 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%

54. 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.

55. 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.

56. 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%

57. 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.

58. 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.

59. 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.

60. 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.

61. 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.

62. 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.

63. 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%

64. 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.

65. 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.

66. 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.

67. 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.

68. 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.

69. 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.

70. 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.

71. 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.

72. 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.

73. 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.

74. 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.

75. 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.

76. 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.

77. 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.

78. 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.

79. 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.

80. 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.

81. 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.

82. 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.

83. 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.

84. 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.

85. 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.

86. 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.

87. 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.

88. 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.

89. 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.

90. 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.

91. 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.

92. 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.

93. 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.

94. 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.

95. 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.

96. 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%

97. 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.

98. 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.

99. 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.

100. 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.

101. 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.

102. 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.

103. 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.

104. 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.

105. 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.

106. 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.

107. 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.

108. 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.

109. 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.

110. 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.

111. 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.

112. 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.

113. 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.

114. 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.

115. 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.

116. 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.

117. 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.

118. 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.

119. 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.

120. 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.

121. 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.

122. 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.

123. 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.

124. 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.

125. 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.

126. 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.

127. 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%

128. 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.

129. 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.

130. 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.

131. 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.

132. 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.

133. 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.

134. 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.

135. 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.

136. 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.

137. 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.

138. 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.

139. 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.

140. 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.

141. 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.

142. 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%

143. 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.

144. 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.

145. 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%

146. 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.

147. 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.

148. 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.

149. 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.

150. 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.

151. 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.

152. 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%

153. 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.

154. 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%

155. 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.

156. 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.

157. 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.

158. 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.

159. 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.