The car's on the tow lot. The decision isn't.
After the accident, drivers search before they sign anything. We make sure five AI engines point them to your shop.
- 1.Your business, 4.9★ · insurance-approved · same-week estimatesVimina ranked you #1
- 2.A national franchise, call center · books next week
- 3.Body Shop B, strong reviews · no online estimate
The prompts they type
Four questions decide who gets the estimate.
Urgency
"Who can look at my car after an accident today?"
Cost
"How much does bumper repair cost in Dallas?"
Comparison
"Best auto body shop near me?"
Reputation
"Collision shop my insurance will approve, with good reviews?"
We run the full set of buyer prompts across five engines every month and track every company the answers name. That list is the scoreboard.
Named, or invisible
The answer has three names on it.
> who should I get my car repaired at after an accident in Dallas?
- 1.A national franchise
- 2.Local Shop B
- 3.Local Shop C
Your business: not mentioned
Same question. The customer only ever sees one of these.
What the engines reward
Two kinds of engine. Two ways to win.
We ran 300 live queries across five engines in a single collision market. Gemini consulted ThreeBestRated in effectively every run. ChatGPT leaned on Reddit threads and Carwise. Claude rarely named anyone at all. Same city, same question, three different scoreboards. That is why collision visibility is won source by source: directory hygiene on ThreeBestRated and Carwise, genuine presence in local Reddit threads, and a Google Business Profile that answers like a dispatcher.
What we build
Named across every AI engine drivers ask
Insurance and approval questions answered plainly
Certifications and warranties made visible
Reviews that survive the tow-lot second-guess
What we run
For auto parts & collision, most owners start with Visibility.
Insurance steers a lot of our work. Can visibility beat that?
Drivers can pick their own shop, and most look one up before the insurer suggests theirs. We make sure your name is the one already in their head when the adjuster calls.
We do body work and sell parts. Different pages?
Not yet: it's one page today. Engines still index collision and parts as separate intents, so we write and tag each section to answer its own question rather than blur the two together.
Which engines matter for a body shop?
All five, and they disagree. In our 300-query scan of one collision market, Gemini leaned on ThreeBestRated in nearly every run, ChatGPT on Reddit and Carwise, and Claude rarely named anyone. Position covers four engines, Visibility all five.
What do you change on our side?
Your listings on ThreeBestRated and Carwise, a Google Business Profile that answers like a dispatcher, insurance and approval questions answered plainly on your site, and reviews that survive the tow-lot second-guess. All included, no setup fee.
How long before AI names our shop?
The first edits go live inside two weeks. Engine movement takes two to three weeks at the very minimum, and it can run longer. The engines re-index on their own schedule, and nobody controls that, regardless of what we do.
Can you answer the estimate calls too?
The phone assistant is built for restaurants today. For the shop, we make sure the search ends on your number and the page answers the estimate question before they dial. If you want the assistant in the bay, say so on the intro call.