How can my auto shop show up when drivers ask AI who services their make of car?

• “Independent shop in [city] that works on European cars”
• “Who can replace a hybrid battery near [neighborhood]”
• “Mechanic open Saturday in [city] for a check engine light”
• “Auto repair in [area] that does state inspections without an appointment”
• “Honest brake shop near [highway exit] that gives a written estimate first”

Preferly runs the same check for every kind of business. It writes questions for your business from your website and, for local businesses, your Google profile.

• The makes and models you service and the ones you don't, as text, since drivers name their car in the question.
• Repairs and services by name: brakes, timing belts, hybrid batteries, diagnostics, inspections, alignments, fleet work.
• Whether you take walk-ins, how soon you can usually see a car, and whether you offer loaners or a shuttle.
• Certifications and warranty terms written out, not only as badge images in the footer.
• Hours and the exact entrance, which matter for shops on frontage roads or in shared lots.

In our study of 232 auto repair shop websites, checked in October 2026:

• 85% were fully open to AI crawlers.
• 3.0% showed our identified crawler a bot check.
• 3.9% had a homepage that didn’t load.
• 62% of the 207 homepages that loaded had structured data (JSON-LD): 129 sites.
• Most common site builders: WordPress (29%), Duda (12%), GoDaddy (8.2%).

Auto repair sites put up fewer bot checks than most categories, so access is rarely what holds a shop back; the work is in what the pages say, namely the makes, the repairs and the hours AI needs to match a driver's question. Check yours.

Many shop sites show services as a grid of icons, a brake disc, an oil can, an engine, with one-word labels or none at all. A person gets the idea. An AI tool reading the page finds almost no text about which jobs the shop does, so it can't match the shop to a question about hybrid batteries or a specific make, and it describes the shop from reviews instead.

The fix: Give each main service a short paragraph or its own page: what's included, which makes you do it on and how long it usually takes. Add AutoRepair structured data with your hours and address, and use the same service names on your listings so AI sees one consistent shop.