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 |
|---|---|---|---|---|---|
| Northway Ford | Brantford | C 53 | F 19 | EDealer | 9/15/2026 |
| AutoAgents | Ottawa | B 84 | F 25 | Webflow (no dealer platform detected) | 9/14/2026 |
| My Car | Kingston | C 51 | F 27 | EDealer | 9/14/2026 |
| carmax.com | — | C 55 | D 49 | Custom / other | 9/10/2026 |
| Mountain West Auto Group | North Logan | F 29 | F 14 | Custom / other | 9/10/2026 |
| discoverautocenter.com | Hamilton, | C 53 | Not tested | Dealer Car Search | 9/4/2026 |
| Myers Kingston | Kingston | B 79 | F 26 | Convertus | 9/2/2026 |
| Myers Hunt Club Volkswagen | Ottawa | C 60 | D 33 | Convertus | 9/2/2026 |
| Myers Kemptville GM | North Grenville | C 60 | D 45 | Convertus | 9/1/2026 |
| Myers Ottawa GM | Ottawa | C 60 | F 18 | Convertus | 9/1/2026 |
| Myers Orleans GM | Ottawa | C 57 | F 17 | Convertus | 9/1/2026 |
| Myers Barrhaven Volkswagen | Ottawa | C 60 | F 22 | Convertus | 9/1/2026 |
| Myers Infiniti | Ottawa | C 64 | F 28 | Convertus | 9/1/2026 |
| Myers Kanata Volkswagen | Ottawa | C 60 | F 29 | Convertus | 9/1/2026 |
| Myers Kanata GM | Ottawa | C 60 | F 18 | Convertus | 9/1/2026 |
| Riverside Chrysler Dodge Jeep Ram | Cornwall | C 51 | C 50 | EDealer | 9/1/2026 |
| Riverside Buick GMC | Prescott ON K0E 1T0 CA | C 51 | C 61 | EDealer | 9/1/2026 |
| Smiths Falls Nissan | Smiths Falls | C 53 | C 55 | EDealer | 9/1/2026 |
| A & B Ford Sales Ltd. | Perth | C 51 | C 54 | EDealer | 9/1/2026 |
| Kingston Toyota | Kingston | C 51 | C 50 | EDealer | 9/1/2026 |
| Hinton Dodge | Perth | C 55 | D 38 | EDealer | 9/1/2026 |
| Brockville Honda | Brockville | C 68 | B 75 | Convertus | 9/1/2026 |
| Kanata Toyota | Ottawa | B 71 | F 23 | EDealer | 9/1/2026 |
| Tony Graham Lexus | Ottawa | C 51 | C 53 | EDealer | 9/1/2026 |
| Tony Graham Toyota | Ottawa | B 71 | D 33 | EDealer | 9/1/2026 |
| Donnelly Kia | Ottawa | C 51 | D 48 | EDealer | 9/1/2026 |
| Donnelly Ford Lincoln | Ottawa | C 60 | C 59 | D2C Media | 9/1/2026 |
| Otto's Subaru | Ottawa | C 57 | C 57 | SM360 | 9/1/2026 |
| Otto's BMW | Ottawa | C 60 | C 62 | D2C Media | 9/1/2026 |
| McKenna Porsche | Norwalk | C 55 | B 87 | Custom / other | 8/31/2026 |
| Sutherlin Subaru | Kingston | D 38 | C 54 | DealerOn | 8/31/2026 |
| vinfastofforney.com | Forney | B 79 | F 25 | Custom / other | 8/31/2026 |
| McKenna BMW | Norwalk | B 73 | B 81 | Team Velocity (Apollo) | 8/31/2026 |
| Sutherlin Subaru Huntington Beach | Huntington Beach | C 67 | C 50 | Team Velocity (Apollo) | 8/31/2026 |
| Newbold Toyota | O Fallon | C 51 | C 52 | DealerOn | 8/30/2026 |
| Mahon Ford | Brevard | F 29 | D 35 | Custom / other | 8/30/2026 |
| Dorsett Mitsubishi | Terre Haute | C 53 | D 32 | Custom / other | 8/30/2026 |
| callanmotors.ca | Perth | C 51 | D 31 | Custom / other | 8/29/2026 |
| Callan Motors | Perth | C 62 | D 30 | Carpages Dealer Websites | 8/29/2026 |
| Nissan of Elk Grove | Elk Grove | B 73 | Not tested | Custom / other | 8/21/2026 |
| FX Caprara Honda of Watertown | Watertown | C 58 | D 38 | WordPress (no dealer platform detected) | 8/12/2026 |
| TruckTown | Richmond | F 27 | F 14 | EDealer | 8/12/2026 |
| Cook Mazda | Aberdeen | B 73 | D 37 | Team Velocity (Apollo) | 8/11/2026 |
| halltoyotavirginiabeach.com | Virginia Beach | F 29 | F 9 | Custom / other | 8/11/2026 |
| hgreg.com | — | B 70 | F 21 | Custom / other | 8/11/2026 |
| Arrow Motors | Aylmer | F 27 | D 39 | EDealer | 8/10/2026 |
| Indy Auto Man - Indianapolis | Indianapolis | C 58 | F 25 | Custom / other | 8/10/2026 |
| Braman Cadillac | Miami | F 29 | F 28 | Custom / other | 8/9/2026 |
| Kia 417 | Ottawa | C 51 | F 15 | EDealer | 8/8/2026 |
| EV Auto | Brentwood | C 68 | D 30 | WordPress (no dealer platform detected) | 8/8/2026 |
| BKD.ai | — | C 53 | F 16 | Custom / other | 8/8/2026 |
| Jarrett-Gordon Ford — Winter Haven | — | C 51 | D 31 | Custom / other | 8/8/2026 |
| St. Pete Mitsubishi | — | F 29 | F 9 | Custom / other | 8/8/2026 |
| Sutherlin Kia Huntington Beach | Huntington Beach | F 23 | F 8 | Custom / other | 8/8/2026 |
| LAND ROVER BRAMPTON | Brampton | C 57 | F 17 | D2C Media | 8/7/2026 |
| Galpin Ford | — | C 63 | Not tested | Custom / other | 8/7/2026 |
| Longo Toyota | El Monte | C 51 | D 44 | DealerOn | 8/7/2026 |
| Woodstock Ford | Woodstock | C 60 | D 40 | Custom / other | 8/6/2026 |
| Golden Auto Sales | Windsor | C 60 | Not tested | ZOP Dealer | 8/5/2026 |
| Carnex | Mississauga | B 73 | Not tested | Custom / other | 8/5/2026 |
1–60 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 2026-09-15.