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 marketsToronto 55Ottawa 28Mississauga 27Brampton 12Oakville 10Windsor 10Hamilton 9Kingston 8London 8Ajax 7Burlington 7Cornwall 6St. Catharines 6Orillia 5
All 119 markets
Whitby 5Barrie 4Belleville 4Brantford 4Cambridge 4Markham 4Milton 4Newmarket 4Owen Sound 4Perth 4Pickering 4Vaughan 4Aurora 3Brockville 3Caledon 3Hawkesbury 3Oshawa 3Richmond Hill 3Waterloo 3Welland 3Woodstock 3Clarington 2Goderich 2Guelph 2Huntington Beach 2Kitchener 2Maple 2Mono 2New Tecumseth 2North Bay 2North Perth 2Norwalk 2Peterborough 2Port Hope 2Stratford 2Sutton 2Tecumseh 2Thunder Bay 2Whitchurch-Stouffville 2Aberdeen 1Adelaide Metcalfe 1Alliston 1Aylmer 1Baltimore 1Bolton 1Bowmanville 1Bracebridge 1Brentwood 1Brevard 1Brockton 1Burnaby 1Collingwood 1El Monte 1Elk Grove 1Essex County 1Forney 1Foxboro 1Gananoque 1Greater Madawaska 1Greater Sudbury 1Grimsby 1Halton Hills 1Hamilton 1Hanover 1Hillsburgh 1Holland Landing 1Indianapolis 1Innisfil 1Kawartha Lakes 1Kenora 1Leamington 1Listowel 1Miami 1Mount Hope 1Muskoka 1Newcastle 1Niagara Falls 1North Grenville 1North Logan 1O Fallon 1Orangeville 1Paris 1Port Dover 1Richmond 1Rockford 1Saint Marys 1Sarnia 1Saugeen Shores 1Simcoe 1Simcoe County 1Smiths Falls 1South Huron 1St. Thomas 1Stouffville 1Sudbury 1Surrey 1Terre Haute 1Thornhill 1Thorold 1Tillsonburg 1Timmins 1Virginia Beach 1Walkerton 1Watertown 1Woodbridge 1
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 |
|---|---|---|---|---|---|
| Sarnia Volkswagen | Sarnia | C 57 | Not tested | D2C Media | 8/4/2026 |
| Queenston Chevrolet, Buick, and GMC | Hamilton | C 68 | Not tested | Convertus | 8/4/2026 |
| Port Hope Volkswagen | Port Hope | C 66 | Not tested | D2C Media | 8/4/2026 |
| Port Hope Chrysler Dodge Jeep Ram | Port Hope | B 70 | Not tested | D2C Media | 8/4/2026 |
| Port Dover Kia | Port Dover | B 70 | Not tested | D2C Media | 8/4/2026 |
| Pickering Honda | Pickering | C 57 | Not tested | Custom / other | 8/4/2026 |
| Peterborough Kia | Peterborough | B 70 | Not tested | D2C Media | 8/4/2026 |
| Pembroke Mitsubishi | Pembroke ON K8A 7H2 | C 51 | Not tested | EDealer | 8/4/2026 |
| Parkdale Auto Centre | Hamilton | C 51 | Not tested | WordPress (generic) | 8/4/2026 |
| Owen Sound Subaru | Owen Sound | C 60 | Not tested | EDealer | 8/4/2026 |
| Owen Sound Kia | Owen Sound | F 26 | Not tested | Custom / other | 8/4/2026 |
| Owen Sound Hyundai | Owen Sound | B 70 | Not tested | D2C Media | 8/4/2026 |
| Orillia Mazda | Orillia ON L3V 0T7 | C 51 | Not tested | EDealer | 8/4/2026 |
| Orillia Nissan | Orillia | C 60 | Not tested | D2C Media | 8/4/2026 |
| Orillia Kia | Orillia | C 57 | Not tested | Custom / other | 8/4/2026 |
| Orillia Hyundai | Orillia | C 66 | Not tested | D2C Media | 8/4/2026 |
| Orillia Dodge | Orillia | C 57 | Not tested | Custom / other | 8/4/2026 |
| Orangeville Volkswagen | Mono | C 57 | Not tested | D2C Media | 8/4/2026 |
| OANZ AUTO | Mississauga | B 73 | Not tested | WordPress (generic) | 8/4/2026 |
| Oakville Volkswagen | Oakville | C 66 | Not tested | D2C Media | 8/4/2026 |
| Oakville Honda | Oakville | C 60 | Not tested | Custom / other | 8/4/2026 |
| Northern Nissan | Greater Sudbury | B 70 | Not tested | D2C Media | 8/4/2026 |
| North York Kia | Toronto | D 38 | Not tested | Custom / other | 8/4/2026 |
| Nissan of Windsor | Windsor | C 68 | Not tested | Convertus | 8/4/2026 |
| Nissan Downtown | Toronto | C 51 | Not tested | EDealer | 8/4/2026 |
| Newmarket Infiniti | Newmarket | C 51 | Not tested | EDealer | 8/4/2026 |
| Muskoka Nissan | Muskoka | C 60 | Not tested | D2C Media | 8/4/2026 |
| Mountain Mitsubishi | Mount Hope | B 70 | Not tested | D2C Media | 8/4/2026 |
| Mountain Hyundai | Hamilton | B 70 | Not tested | D2C Media | 8/4/2026 |
| Morningside Mitsubishi | Toronto | C 68 | Not tested | Convertus | 8/4/2026 |
| Motortrendz Online | — | C 60 | Not tested | EDealer | 8/4/2026 |
| Motorcity Mitsubishi | Whitby | C 57 | Not tested | D2C Media | 8/4/2026 |
| motorcitychrysler.ca | Windsor | C 60 | Not tested | EDealer | 8/4/2026 |
| New & Used Vehicles | Mississauga, ON | Mississauga | C 68 | Not tested | Convertus | 8/4/2026 |
| Mississauga Volkswagen | Mississauga | C 57 | Not tested | D2C Media | 8/4/2026 |
| Mississauga Chrysler | Mississauga | C 60 | Not tested | D2C Media | 8/4/2026 |
| Milton Kia | Milton | C 68 | Not tested | Convertus | 8/4/2026 |
| Milton Hyundai | Milton | C 51 | Not tested | EDealer | 8/4/2026 |
| Midtown Honda | Toronto | C 51 | Not tested | EDealer | 8/4/2026 |
| Mercedes-Benz Thornhill | Thornhill | C 60 | Not tested | D2C Media | 8/4/2026 |
| Mercedes-Benz Toronto Queensway | Toronto | C 57 | Not tested | D2C Media | 8/4/2026 |
| Mercedes-Benz Mississauga | Mississauga | B 70 | Not tested | D2C Media | 8/4/2026 |
| Mercedes-Benz Maple | Maple | B 73 | Not tested | D2C Media | 8/4/2026 |
| Mercedes-Benz Kingston | Kingston | B 73 | Not tested | Dealer Inspire | 8/4/2026 |
| Mercedes-Benz Markham | Markham | B 73 | Not tested | D2C Media | 8/4/2026 |
| Maple Hyundai | Maple | C 57 | Not tested | D2C Media | 8/4/2026 |
| Listowel Honda | North Perth | C 55 | Not tested | EDealer | 8/4/2026 |
| Listowel Chrysler Dodge Jeep RAM | North Perth | C 51 | Not tested | EDealer | 8/4/2026 |
| Lexus of Windsor | Windsor | C 51 | Not tested | EDealer | 8/4/2026 |
| Lexus of Lakeridge | Ajax | D 30 | Not tested | Custom / other | 8/4/2026 |
| Leggat Kia in Burlington, ON | Burlington | C 53 | Not tested | Custom / other | 8/4/2026 |
| Leavens Volvo Cars London | London | C 57 | Not tested | Custom / other | 8/4/2026 |
| Kitchener Kia | Kitchener | C 51 | Not tested | EDealer | 8/4/2026 |
| Kia Sudbury Motors | Sudbury | C 64 | Not tested | D2C Media | 8/4/2026 |
| KAWARTHA LAKES HONDA | Kawartha Lakes | C 68 | Not tested | Convertus | 8/4/2026 |
| Karakas Auto | Trusted Used Car Dealership in Ottawa | Ottawa | D 41 | Not tested | WordPress (generic) | 8/4/2026 |
| James Used | Timmins | C 51 | Not tested | EDealer | 8/4/2026 |
| Infiniti Downtown | Toronto | C 51 | Not tested | EDealer | 8/4/2026 |
| Hawkesbury Toyota | Hawkesbury | D 45 | Not tested | Custom / other | 8/4/2026 |
| Halton Honda | Burlington | B 70 | Not tested | D2C Media | 8/4/2026 |
301–360 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.