Key Findings
Every auto repair business analyzed in Chicago appears in at least one AI search engine.
Claude recommends the most local businesses (56%), while Gemini is the most selective (13%).
Only 7% of businesses achieve high visibility (3+ engines). The opportunity gap is significant for those willing to optimize.
Visibility Distribution
Engine Breakdown
chatgpt
106
of 228 recommend
claude
127
of 228 recommend
gemini
29
of 228 recommend
perplexity
38
of 228 recommend
Businesses AI Engines Recommend
| Business | ChatGPT | Claude | Gemini | Perplexity | Engines |
|---|---|---|---|---|---|
| Meineke Car Care Center | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Chicago Auto Repair | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Jiffy Lube | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Pep Boys | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Valvoline Instant Oil Change | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Take 5 Oil Change | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Milito's Auto Repair | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Firestone Complete Auto Care | ✓ | ✓ | ✓ | ✓ | 4/4 |
| Midas | ✓ | ✓ | ✓ | ✓ | 4/4 |
| North Center Auto Service | ✓ | × | ✓ | ✓ | 3/4 |
| Car-X Tire & Auto | ✓ | × | ✓ | ✓ | 3/4 |
| Brach's Auto Center | ✓ | × | ✓ | ✓ | 3/4 |
| River North Collision Repair | ✓ | × | ✓ | ✓ | 3/4 |
| Norm's Automotive Clinic | ✓ | × | ✓ | ✓ | 3/4 |
| Mr. Transmission | ✓ | × | ✓ | ✓ | 3/4 |
+ 213 more businesses
Key Insight
AI search engines are rapidly becoming the primary way consumers discover local auto repair businesses. In Chicago, IL, the data shows significant variation in which businesses AI engines choose to recommend. Businesses that invest in structured data, authoritative directory listings, and consistent online presence tend to appear far more frequently in AI-generated responses.
Methodology
This report aggregates data from real AI search queries run across ChatGPT, Claude, Gemini, and Perplexity. Each business was evaluated based on whether it appeared in AI-generated responses to common "auto repair" search queries relevant to Chicago, IL. Only 228 of 228 businesses analyzed are visible to at least one AI engine. Run a free audit to find out if yours is one of them.
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This report shows businesses that AI search engines currently recommend. Businesses with zero AI visibility are counted in aggregate statistics but not listed by name. Data sourced from real AI search queries across ChatGPT, Claude, Gemini, and Perplexity.