Auto Repair Shops
Car Owners Ask AI Before They Pop the Hood
People ask AI to find mechanics, diagnose problems, and compare repair shops. If your shop isn't AI-discoverable, you're losing customers who never even considered you.
79,000+ auto repair shops in the US
No account required. Results in under 30 seconds.
Questions People Are Asking AI
These are the kinds of questions people ask ChatGPT, Claude, and Perplexity every day. Is your business in the answer?
Why AI Visibility Matters for Auto Repair Shops
AI sends customers to competitors
When car owners ask AI for a mechanic recommendation, it uses structured data and reviews. If your shop lacks that, you're invisible.
Specialties aren't discoverable
AI can't match your specific expertise — European cars, transmissions, diagnostics — to customer needs without structured, machine-readable data.
Trust is hard to convey to AI
Your certifications, warranties, and years of experience aren't reaching AI agents. Customers who value trust are choosing based on incomplete information.
How Inlay Helps Auto Repair Shops
Service Structured Data
Auto-generate JSON-LD for your services, specialties, certifications, hours, and location.
AI Agent Endpoint
A hosted MCP server so AI tools can tell customers exactly what you offer, your hours, and how to book.
llms.txt for Your Shop
An AI-readable summary of your auto repair shop — services, specialties, certifications — always up to date.
Auto-Optimization
One script tag makes your site visible to AI agents. Structured data and discovery tags injected automatically.
There are 79,000+ auto repair shops in the US
The ones showing up in AI answers are getting the customers.
Don't let AI forget your shop
Run a free audit. See your score. Fix it in 60 seconds.
No account required. Results in under 30 seconds.