Bay Ridge Honda was never the answer to a single question we asked.

2 Brooklyn dealerships were named for local buyers. Bay Ridge Honda wasn’t one of them.

We asked ChatGPT and Perplexity the questions Brooklyn buyers ask — monthly payments, cash budgets, where to buy — and counted every dealership named, you included, the same way. Across the whole New York area: 0 of 216 answers.

1. Bical Auto Mall Buick GMC1 of 36
2. Hyundai City of Bay Ridge1 of 36
3. Bay Ridge Hondayou0 of 36

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 (October 13, 2026), not shopper traffic or a position inside an answer. See the full New York area findings ↗

These are the 2 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.

Research questions test documented policies before a dealer visit. Optional inventory questions use your scanned stock.

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

All 2 of these questions were about cars sitting on your lot, in Brooklyn, the market you serve. You were a correct answer every time, and 8 of 8 went to someone else.

Being linked at the bottom of an answer is not the same as being the answer. Bay Ridge Honda was the recommendation in none of the 8 answers we tested.

4 further answers went to no single source we could name, so they are not in the bars above.

65 citations across those 8 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 65 doors actually leads:

We asked ChatGPT what buyers ask every day

Your stock earns 6 research questions. Your site answers 5.

Shoppers put these questions to AI assistants before they know a year, make or model to search for — and each one is a question about Brooklyn. 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.

• “best used sedan under $25,000 in Brooklyn”ANSWERED — YOUR PAGE ↗
• “Which used Honda models hold up best? I'm shopping in Brooklyn.”ANSWERED — YOUR PAGE ↗
• “good used cars under $10,000 in Brooklyn”no page — needs an under-$10k page
• “can I get a car loan with bad credit in Brooklyn?”ANSWERED — YOUR PAGE ↗
• “what car can I get for under $400/month in Brooklyn?”ANSWERED — YOUR PAGE ↗
• “what's my car worth as a trade-in in Brooklyn?”ANSWERED — YOUR PAGE ↗

These 6 are the tip: counted across every category, budget band and payment combination your feed actually covers, your stock qualifies you for 49 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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<html lang="en-US">

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AI READS THIS

3 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.