AI Readiness Reports
How dealer websites score with AI assistants
Whether ChatGPT, Claude, Gemini, or Perplexity can actually read and cite a dealer’s inventory depends on how their website is built. We’ve analyzed 13 dealers so far. See how the platforms behind them compare on the website-platform leaderboard.
| Dealership | Grade | Score | Platform | Scanned |
|---|---|---|---|---|
| ai-sites-git-main-jason-mayhews-projects.vercel.app | B | 85 | Custom / other | 8/1/2026 |
| autoagents.io | C | 55 | Custom / other | 7/31/2026 |
| lauturelabs.com | F | 26 | Custom / other | 7/21/2026 |
| Orr Motors | C | 53 | EDealer | 7/20/2026 |
| clutch.ca | F | 26 | Custom / other | 7/19/2026 |
| car1.ca | C | 53 | WordPress (generic) | 6/18/2026 |
| arrow-motors.ca | D | 41 | EDealer | 6/12/2026 |
| frankmanmotors.com | B | 77 | WordPress (generic) | 6/9/2026 |
| Dow Honda | D | 41 | EDealer | 6/9/2026 |
| hondacity.net | C | 53 | DealerOn | 6/9/2026 |
| saultnissan.ca | D | 38 | EDealer | 6/9/2026 |
| acme.vinindex.ai | A | 91 | Custom / other | 6/8/2026 |
| autohousekingston.ca | D | 41 | EDealer | 6/7/2026 |
Reports show the most recent scan per dealer. Scores come from public runs of the VIN Index AI Readiness Analyzer, which reads each site the way an AI crawler does. No traffic is estimated. Last updated 2026-08-01.