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AI visibility for auto repair

Tibly for auto repair shops.

Drivers who used to search Google now ask ChatGPT “who's an honest mechanic near me?” or “is this transmission quote fair?” — and get back 2–3 shop names. Tibly runs those questions across every major AI engine daily, shows you who gets recommended and why, and drafts the content that puts your shop on the list.

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Why shops switch

The referral is now written by AI.

A worried driver with a $2,400 estimate doesn't scroll ten blue links. They ask one question and get two or three names back. Either you're one of them or the car goes somewhere else.

2–3

Shops a typical AI answer names. Everyone else is invisible.

8 engines

ChatGPT, Gemini, AI Overviews, Perplexity, and more. Each keeps its own list.

Daily

Reruns of every driver question, so you know the moment a competitor takes your spot on “best mechanic for check engine light.”

What you get

Built for the questions that fill your bays.

Drivers ask AI by symptom, by fear of being ripped off, and by make. Tibly tracks the exact phrasings your next repair order starts with.

Prompts

Track the prompts drivers actually type

We monitor the real questions that open a repair search: “honest mechanic near me,” “is this transmission quote fair,” “how much should a brake job cost.” You see the answers those prompts produce across every engine — not a proxy metric, the actual recommendation text a driver reads.

Competitors

Scored answers: who got named, in what order

Every response is scored — which shops were recommended, in what position, and how each engine described them. You'll know whether ChatGPT calls you “a trusted family-owned shop known for fair pricing” or doesn't mention you at all, and which competitor owns the diagnostics questions in your zip code.

Sources

See which sources AI trusts for mechanics

Engines lean on Google reviews, Yelp, RepairPal estimates, AAA Approved Auto Repair listings, and Nextdoor threads when they pick shops. Tibly shows the exact pages cited in each answer, so you know whether it's your 480 Google reviews or a stale Yelp thread deciding your fate.

Actions

Drafted fixes for the pages that win

Tibly drafts the content engines actually cite: priced service guides (“what a timing belt costs at our shop”), make-specific specialty pages for Subaru or Honda work, and FAQ pages that answer fairness questions head-on. You publish; the engines start quoting you.

Questions we track

Every phrasing of “who should I trust with my car?”

Drivers slice the question by symptom, price, make, and neighborhood. We track all of it.

  • Trust questions: “honest mechanic near me,” “mechanic that won't rip me off”
  • Quote checks: “is this transmission quote fair,” “how much should a brake job cost”
  • Symptom searches: “car shaking at highway speed, who should I see,” “best shop for check engine light diagnosis”
  • Make specialists: “best Subaru mechanic near me,” “independent BMW shop vs dealership”
  • Convenience: “mechanic open Saturday,” “shop that offers loaner cars near me”
  • Head-to-heads: “<your shop> vs <competitor>,” “<your shop> reviews”
  • Your own questions: add anything your customers ask, in plain English
FAQ

What shop owners ask us.

Straight answers — the same kind we want AI engines giving about your shop.

Do drivers really pick a mechanic through ChatGPT?
Increasingly, yes — especially on high-anxiety repairs. A driver holding a $2,400 transmission estimate asks “is this fair?” and “who else should I get a quote from?” in the same conversation, and the engine answers with two or three local shops and a reason for each. They may still read reviews afterward, but the shortlist forms in that first answer. If you're not on it, the second opinion goes to someone else.
We already have great Google reviews. Isn't that enough?
Reviews are an input, not the answer. AI engines read Google reviews, Yelp, RepairPal, and AAA listings, then compose their own recommendation — and each engine weighs those sources differently. Shops with hundreds of five-star reviews still get skipped when a competitor's website answers the driver's actual question better. Tibly shows you what each engine says today and which sources it's citing, so you fix the real gap.
How is this different from local SEO or rank tracking?
Rank trackers tell you where your website sits on a Google results page. Tibly tells you what an AI engine says when a driver asks it a question — which shops it recommends, in what order, how it describes each one, and which sources it cited. Shops routinely rank in the map pack and still never get named in AI answers. These are different systems, and this one is where the shortlist now gets written.
What content actually gets a repair shop recommended?
In our tracking, engines favor shops whose sites answer money questions plainly: priced service guides (“what a brake job costs here and why”), make-specialty pages that prove depth on Subaru or diesel work, and FAQ pages that address “am I being overcharged?” directly. Tibly identifies which of these your market is missing and drafts them for you, structured the way engines quote them.
What does it cost to get started?
Start with the free report: we run your market's driver questions across the major AI engines and show you who's being recommended today, including whether your shop appears at all. If you want it monitored continuously, daily tracking starts at $49/month with no contracts — cancel whenever you like. Most shops run the free report first to see the size of the gap.

Be the answer to “honest mechanic near me”

Run the free report to see who AI recommends in your market, then track it daily from $49/month. No contracts.