We Scored 50 Ontario Dealerships on AI Visibility — The Results Were Brutal
84 prompts. 3 AI engines. 50 dealerships. The average AI Visibility Index score: 11 out of 100. Here's what that means and what to do about it.
Key Takeaways
- The average Ontario dealership scored 11/100 on AI visibility — meaning they're nearly invisible in AI-generated answers.
- The top 3 scorers all shared specific traits: structured data, 150+ reviews on 4+ platforms, and detailed website content.
- Discovery and trust signals were the weakest categories — most dealerships aren't cited when buyers ask AI for recommendations.
- The gap between the top scorers and everyone else is enormous — and it's growing.
How We Scored Them
We selected 50 Ontario dealerships across the GTA, Ottawa, Hamilton, London, and Kitchener-Waterloo — a mix of new-car franchises and independent used-car dealers.
For each dealership, we ran 84 buyer-intent prompts across three AI engines: ChatGPT, Google Gemini, and Perplexity. Prompts covered the full buyer journey — from "best car dealership near me" to "where can I get my Honda financed with bad credit in Mississauga."
Each response was scored using the AVI (AI Visibility Index) formula, which measures five pillars:
- Discovery — Is the dealership named in response to discovery queries?
- Trust — Do AI answers portray the dealership positively (reviews, ratings, reputation)?
- Service — Are specific services (oil change, financing, trade-in) attributed accurately?
- Inventory — Does the AI know what makes/models the dealership carries?
- Finance — Is the dealership cited for financing and lease-related queries?
Breakdown by Category
Discovery
When buyers ask "best dealership near me" or "where should I buy a used car in [city]", only 4% of dealerships were consistently named. Most AI answers defaulted to the same 2–3 dealerships per city.
Trust
AI answers rarely included review summaries or star ratings. Most dealerships don't have enough review volume or platform diversity for AI models to surface reputation data confidently.
Service
Slightly better. Some dealerships were cited for specific services, but only when their website had detailed service pages. The majority had thin or generic service descriptions.
Inventory
AI engines struggled to match dealerships to specific makes and models. Most dealership websites feed inventory through iframes or third-party tools that AI crawlers can't parse.
Finance
The weakest category. Almost no dealerships were recommended for financing queries, even though "bad credit car loan" and "lease deals" are among the highest-intent keywords in automotive.
The Top 3 Scorers and What They Did Differently
- 200+ Google reviews, 4.7★ average
- Active on Cars.com, DealerRater, Yelp, and Facebook
- Detailed make/model pages with 500+ words each
- Complete LocalBusiness + AutomotiveDealer schema
- Monthly blog publishing for 12+ months
- 180+ reviews across 5 platforms
- Comprehensive FAQ page (25+ questions)
- Dedicated financing page with specific programs listed
- Consistent NAP across 12+ citation sources
- Active GBP with weekly posts and photo updates
- 150+ Google reviews, strong DealerRater presence
- Service pages with pricing and process descriptions
- Structured data on every page (not just homepage)
- Local community sponsorships generating online citations
- Video content on YouTube that AI models reference
Notice: even the top scorer only reached 47/100. Nobody has this fully figured out yet — which is exactly why acting now creates such a strong advantage.
What Every Ontario Dealership Should Fix First
Run an AI visibility audit
You need a baseline. Find out exactly which AI engines cite you and which don't. Identify your weakest categories.
Add structured data to your website
LocalBusiness + AutomotiveDealer schema. This is the single highest-impact fix for the lowest effort. Takes a developer 2–4 hours.
Complete your Google Business Profile
Every field. Detailed description. All categories. Monthly posts. This is the #1 data source for AI recommendations.
Start a review acceleration campaign
Target 100+ Google reviews. Then expand to Cars.com and DealerRater. Systematic follow-ups after every sale and service visit.
Build a financing page
The weakest category across all 50 dealerships. A single detailed page covering your financing options, partners, and programs can move your Finance score from 5 to 30+ in weeks.
Get Your Dealership Scored — Free
We'll run the same 84-prompt audit for your dealership and show you exactly where you stand — and what to fix first.
Get Your Free AI Visibility Score →