Auto Repair Shop
The public record of what AI assistants say about this business — the questions asked, the answers given, the omissions.
Free, no card. You get your fix list: every problem we found on this entry, the written steps to fix each one yourself, and how long each takes.
Strong is 80 or better. Under 40 is weak. Half of auto repair shops in the registry score 29–51.
Verified August 12, 2026

We ask the assistants the questions customers actually ask, and record what comes back — quoted verbatim, dated, with the capture kept as evidence.
ChatGPT
Not named
Asked “best auto repair shop in Anaheim”
ChatGPT answered with other businesses. PRECISION AUTOMOTIVE was not mentioned.
Checked August 12, 2026
Gemini
Not named
Asked “best auto repair shop in Anaheim”
Gemini answered with other businesses. PRECISION AUTOMOTIVE was not mentioned.
Checked August 12, 2026
Named by 0 of 2 assistants as of August 12, 2026.
Every review this business has, read and distilled — the mood, the consistent praise, and the recurring complaints.
Customers describe a welcoming and knowledgeable environment at Precision Automotive, where Liz, the owner, provides personalized service and clear explanations about car issues. Many feel they can trust her recommendations, especially when facing costly dealership quotes.
Consistently praised
Recurring complaints
None found — we read the lowest-rated reviews too, and no complaint repeats.
The bottom line: Precision Automotive stands out for its trustworthy service and Liz's commitment to educating customers about their vehicle needs.

The score, explained
Eight signals make up the AI Score. Weight is how much a signal counts; the score is how this entry measures on it. The same method for every business — never for sale.
50% of auto repair shops in Anaheim outrank you — when AI is asked who to recommend, you're rarely the name it gives.
Scanned August 12, 2026
What’s holding this entry back: off-property attestation and ai visibility — the signals dragging the score below where the rest of the record sits.
Read the full methodologyStanding

The facts
Spot something wrong in this entry?
Questions
The shop is open Monday through Friday from 8:00 AM to 6:00 PM and is closed on Saturdays and Sundays.
The shop does not accept reservations; customers are welcome to walk in for service.
The shop is known for its honest pricing, excellent customer service, and the expertise of its owner, Liz, who provides reliable automotive repairs.
Yes, there is parking available for customers at the shop.
Precision Automotive is praised for its knowledgeable staff, who take the time to explain repairs and provide alternatives, making it a trusted choice for many customers.
Ask them
Hours, prices, whether they take your insurance — ask it here. A person at the registry reads every question that comes in.
For business owners
Registering is free and takes about thirty seconds. No card. We verify by phone.
What AI says about you today
The answer ChatGPT and Perplexity give when someone asks for the best in your category and city. Named, or left out.
Your fix list
Every problem we found, one row at a time, each with the written steps to do it yourself and an honest estimate of how long it takes. Tick them off as you go.
Correct the details AI reads
Hours, phone, email, booking link, socials and photos. You change them, they publish to this entry as soon as you save. Name, description, category, website, services and address need a paid plan.
Fifteen minutes with a person
Book a call and walk your fix list through with someone who moves these numbers for a living. No obligation.
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