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 6 dealers so far. See how the platforms behind them compare on the website-platform leaderboard.
Which dealerships AI recommends, by market
We ask AI assistants the same unbranded shopper questions in each market and count who gets named.
Browse by market
All 119 markets
Site readiness is what the crawl found: whether an AI assistant can read the inventory on the site at all. AI visibility is what happened when we asked the engines shopper questions built from that dealer’s own cars, and counted who they recommended. A site can read well and still never be the answer, which is why the two are separate columns.
| Dealership | Market | Site readiness | AI visibility | Platform | Scanned |
|---|---|---|---|---|---|
| Riverside Chrysler Dodge Jeep Ram | Cornwall | C 51 | C 50 | EDealer | 9/1/2026 |
| ABS AUTO SALES | Cornwall | C 51 | Not tested | WordPress (no dealer platform detected) | 8/5/2026 |
| oepowersports.com | Cornwall | D 35 | Not tested | Dealer Spike | 8/5/2026 |
| leisuredayscornwall.com | Cornwall | C 51 | Not tested | Custom / other | 8/5/2026 |
| Cornwall Nissan | Cornwall | C 51 | Not tested | EDealer | 8/5/2026 |
| Cornwall Mazda | Cornwall | C 60 | Not tested | EDealer | 8/4/2026 |
Reports show the most recent scan per dealer. Site readiness comes from public runs of the VIN Index AI Readiness Analyzer, which reads each site the way an AI crawler does. AI visibility is shown only where the engine test has actually been run — it blends how often the engines recommended that dealer with how readable their site is, and it is the same grade the dealer’s own report page leads with. No traffic is estimated. Last updated 2026-09-15.