AI Visibility Index › auto repair shop in Denver
Measured August 2026

Is your auto repair shop in Denver findable by AI?

We asked ChatGPT, Gemini, Perplexity and Claude who the best auto repair shop in Denver is — the way a real customer would. Then we checked 8 real, currently-operating auto repair shop businesses in Denver against every answer.

4/8never named by any assistant
50%miss rate in this sample
2real answers shown below
5businesses assistants do name
The receipts

What the assistants actually said

Verbatim, from a real query run August 21, 2026. Ask the same question yourself and you'll see something very similar.

Perplexity
Asked: I need a auto repair shop in Denver. Who are the best ones? List specific business names only, one per line.
Hotchkiss Auto Repair Strictly Automotive Bill's Crestmoor Automotive Mancinelli's Auto Repair Center Urban Autocare
Perplexity
Asked: Who is the most recommended auto repair shop in Denver right now? Give a short ranked list of real business names, one per line.
Here’s a short ranked list based on the strongest recent Denver-area recommendation signals in the results:
1. Hotchkiss Auto Repair
2. AutoWorks Colorado
3. Strictly Automotive
4. Mancinelli's Auto Repair Center
5. Urban Auto Care
Who keeps getting named instead

Denver's AI-recommended auto repair shop businesses

BusinessTimes named
Hotchkiss Auto Repair1
AutoWorks Colorado1
Strictly Automotive1
Mancinelli's Auto Repair Center1
Urban Auto Care1

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