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 421 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 |
|---|---|---|---|---|---|
| Hawkesbury Hyundai | Hawkesbury | D 45 | Not tested | Custom / other | 8/4/2026 |
| Halton Autolease | Burlington | C 66 | Not tested | D2C Media | 8/4/2026 |
| Half Way Motors Mazda | Thunder Bay | C 60 | Not tested | EDealer | 8/4/2026 |
| Hallman Motors Limited | Hanover | C 55 | Not tested | EDealer | 8/4/2026 |
| Gus Revenberg Kia | Windsor | B 79 | Not tested | D2C Media | 8/4/2026 |
| Gus Brown Hyundai | Whitby | C 51 | Not tested | EDealer | 8/4/2026 |
| Guelph City Mazda | Guelph | C 68 | Not tested | Convertus | 8/4/2026 |
| Grimsby Kia | Grimsby | B 70 | Not tested | D2C Media | 8/4/2026 |
| GP Bikes | Whitby | D 40 | Not tested | Dealer Spike | 8/4/2026 |
| Garage 54 | Brantford | C 53 | Not tested | WordPress (generic) | 8/4/2026 |
| Foster Kia | Toronto | C 57 | Not tested | D2C Media | 8/4/2026 |
| FRAYNE'S EXETER TOYOTA | South Huron | C 68 | Not tested | Convertus | 8/4/2026 |
| Erin Mills Mazda | Mississauga | D 41 | Not tested | Convertus | 8/4/2026 |
| Erin Mills Acura | Mississauga | B 79 | Not tested | D2C Media | 8/4/2026 |
| Downtown Toyota | Toronto | C 51 | F 21 | EDealer | 8/4/2026 |
| Dow Honda | Ottawa | C 60 | Not tested | EDealer | 8/4/2026 |
| Dixie Toyota | Mississauga | B 80 | Not tested | WordPress (generic) | 8/4/2026 |
| Dixie Mitsubishi | Mississauga | D 48 | Not tested | Custom / other | 8/4/2026 |
| Courtesy Auto Sales Inc. | St. Catharines | C 60 | Not tested | WordPress (generic) | 8/4/2026 |
| Cornwall Mazda | Cornwall | C 60 | Not tested | EDealer | 8/4/2026 |
| Clarington Nissan | Bowmanville | B 70 | Not tested | D2C Media | 8/4/2026 |
| Clarington Kia | Clarington | C 51 | Not tested | EDealer | 8/4/2026 |
| Cars and Cars Autos | Hillsburgh | C 51 | Not tested | WordPress (generic) | 8/4/2026 |
| CanCrete | Surrey | C 53 | Not tested | WordPress (generic) | 8/4/2026 |
| Cambridge Kia | Cambridge | C 60 | Not tested | D2C Media | 8/4/2026 |
| Caledon Mitsubishi | Caledon | B 70 | Not tested | D2C Media | 8/4/2026 |
| Brockville Nissan | Brockville | B 73 | Not tested | D2C Media | 8/4/2026 |
| Brantford Kia | Brantford | C 57 | Not tested | D2C Media | 8/4/2026 |
| Boyer Kia | Belleville | C 51 | Not tested | EDealer | 8/4/2026 |
| Bolton Ford | Bolton | C 57 | Not tested | D2C Media | 8/4/2026 |
| BMW Aurora | Aurora | B 70 | Not tested | Custom / other | 8/4/2026 |
| BMW Durham | Ajax | C 51 | Not tested | EDealer | 8/4/2026 |
| Belleville Toyota | Belleville | D 48 | Not tested | Custom / other | 8/4/2026 |
| Barrie Subaru | Innisfil | D 41 | Not tested | EDealer | 8/4/2026 |
| Bayview Toyota | Kenora | C 69 | Not tested | D2C Media | 8/4/2026 |
| Bay Subaru | Belleville | C 60 | Not tested | EDealer | 8/4/2026 |
| Barrie Kia | Barrie | B 74 | Not tested | D2C Media | 8/4/2026 |
| Automart | Kitchener | B 79 | Not tested | D2C Media | 8/4/2026 |
| Auto Hut Sales | Windsor | D 48 | Not tested | Custom / other | 8/4/2026 |
| AUTO GLORY SALE | — | C 51 | Not tested | Custom / other | 8/4/2026 |
| Attrell Toyota | Brampton | C 51 | Not tested | EDealer | 8/4/2026 |
| Apple Auto Sales | Windsor | C 60 | Not tested | WordPress (generic) | 8/4/2026 |
| Apex Auto Alliance | Ottawa | D 38 | Not tested | Custom / other | 8/4/2026 |
| Alta Nissan Woodbridge | Woodbridge | B 81 | Not tested | D2C Media | 8/4/2026 |
| Alliston Volkswagen | Alliston | D 38 | Not tested | Custom / other | 8/4/2026 |
| Ajax Nissan | Ajax | D 38 | Not tested | Custom / other | 8/4/2026 |
| Ajax Infiniti | Ajax | C 57 | Not tested | Custom / other | 8/4/2026 |
| Airport Kia | Mississauga | C 60 | Not tested | D2C Media | 8/4/2026 |
| Acura Pickering | Pickering | C 57 | Not tested | Custom / other | 8/4/2026 |
| Acura of Barrie | Barrie | B 79 | Not tested | D2C Media | 8/4/2026 |
| 401 Dixie Kia | Mississauga | D 45 | Not tested | Custom / other | 8/4/2026 |
| ai-sites-git-main-jason-mayhews-projects.vercel.app | — | B 85 | F 26 | Custom / other | 8/1/2026 |
| lauturelabs.com | — | F 26 | Not tested | Custom / other | 7/21/2026 |
| Orr Motors | — | C 53 | F 16 | EDealer | 7/20/2026 |
| clutch.ca | — | F 26 | Not tested | Custom / other | 7/19/2026 |
| car1.ca | — | C 53 | Not tested | WordPress (generic) | 6/18/2026 |
| frankmanmotors.com | — | B 77 | F 24 | WordPress (generic) | 6/9/2026 |
| hondacity.net | — | C 53 | Not tested | DealerOn | 6/9/2026 |
| saultnissan.ca | — | D 38 | F 11 | EDealer | 6/9/2026 |
| acme.vinindex.ai | — | A 91 | F 27 | Custom / other | 6/8/2026 |
361–420 of 421
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 2026-09-16.