Scarboro Subaru was never the answer to a single question we asked.

49 Toronto area dealerships were named for local buyers. Scarboro Subaru wasn’t one of them.

We asked ChatGPT and Perplexity the questions Toronto area buyers ask — monthly payments, cash budgets, where to buy — and counted every dealership named, you included, the same way.

1. AutoPark Brampton10 of 144
2. Autorama9 of 144
3. D2 Auto Sales5 of 144
4. Signature Cars4 of 144
5. Good Fellow3 of 144
6. Scarboro Subaruyou0 of 144

Name mentions among the local dealerships we track. The headline also counts answers that linked your site.

A dated sample of saved ChatGPT and Perplexity answers (September 29, 2026), not shopper traffic or a position inside an answer. See the full Toronto area findings ↗

These are the 3 questions we put to all 4 engines.

Word for word, exactly as a shopper would type them. Every finding below comes from the answers to these, nothing else.

We built them from your own inventory — a car on your lot, your biggest categories, your payments — and anchored them to the market you serve. These are questions you should be showing up for.

Seven marketplaces and rival dealerships beat you on your own inventory.

All 3 of these questions were about cars sitting on your lot, in the market you serve. You were a correct answer every time, and 9 of 9 went to someone else.

Being linked at the bottom of an answer is not the same as being the answer. Scarboro Subaru was the recommendation in none of the 9 answers we tested.

1 further answer went to no single source we could name, so it is not in the bars above.

127 citations across those 9 answers. None send the shopper to you.

Every source an AI answer cites is a door the shopper can walk through. Here's where each of those 127 doors actually leads:

We asked Perplexity what buyers ask every day

Your stock earns 4 research questions. Your site answers 3.

Shoppers put these questions to AI assistants before they know a year, make or model to search for. Engines retrieve pages; a site with no page shaped like the question has nothing to be retrieved for. Every question below is earned by cars we read on your own site, and every “answered” links the page of yours that proves it.

• “used Subaru: which models hold up?”ANSWERED — YOUR PAGE ↗
• “good used cars under $30,000”no page — needs an under-$30k page
• “can I get a car loan with bad credit?”ANSWERED — YOUR PAGE ↗
• “what car can I get for under $400/month?”ANSWERED — YOUR PAGE ↗

These 4 are the tip: counted across every category, budget band and payment combination your feed actually covers, your stock qualifies you for 10 distinct research questions — a computed count of pages your inventory could back, not an estimate.

What shoppers see vs. what AI can read

SHOPPERS SEE THIS

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AI READS THIS

4 things standing between your inventory and AI answers

Paste the prompt into ChatGPT, Claude, or Gemini and it will independently check the findings above against your live site.