Case study · AI HQ Build (then called The Build) · verified by the client
Triple B's Mechanics: 0 to 9 AI Citations in 45 Days
Triple B's Mechanics Shop is a 12-year auto repair shop in Kannapolis, NC. Before RankOps, it appeared in zero AI answers. Forty-five days after its RankOps build (the offer now called the AI HQ Build), it was cited in 9 AI answers across ChatGPT and Perplexity, documented in the owner's own unprompted Google review.
Readiness score on the RankOps tracker: 78/100 (Established) → 96/100 (Dominant), verified live on the client's own AI Citation Tracker dashboard, not self-reported.
What was missing
- No structured business schema, without JSON-LD identifying the business type, hours, and service area, AI engines had to guess what kind of business this was. (Schema: 80/100)
- No FAQ content written the way customers actually ask, "Who's a good mechanic in Kannapolis?" needs an answer AI can quote directly; a services list isn't the same thing. (AI Signals: 76/100)
- Weak local and citation signals, no sitemap, no llms.txt, thin local-area references. AI crawlers had little to confirm the shop actually serves Kannapolis. (Local: 55/100)
What we deployed
- Business schema, done right, structured data identifying Triple B's as an auto repair business, with hours, service area, and contact details AI can read directly (Schema: 100/100)
- Customer-phrased FAQ content, answers written the way real customers ask AI, not the way a services page normally reads (AI Signals: 100/100)
- Sitemap, llms.txt, and local service-area pages, the files AI crawlers read first, plus content tying the shop to Kannapolis and the surrounding area (Local: 82/100)
The owner's own review, unprompted, posted publicly to Google
★★★★★
"I've Owned Triple B's Mechanics Shop in Kannapalis for 12 years. Before The Build from RankOps, our shop showed up in 0 AI answers. Forty five days later, we were cited in 9 AI answers across ChatGPT and Perplexity. Weekly calls went from 3 to 8, Google views jumped 190 percent, and direction requests tripled. Tyler made it simple and delivered real results. If you run a local service business, hire him sooner rather than later!"
Bonner Buchanan, Owner of Triple B's Mechanics Shop, and a Level 3 Local Guide on Google. Quoted verbatim from his public Google review, including his own spelling of "Kannapalis."
The honest caveat: results vary by market and starting point, and AI citations can never be guaranteed. This case shows the method working end to end on one real shop, measured on the same dashboard the client logs into himself.
Questions
How long did it take Triple B's Mechanics to get cited by AI?
45 days. Before RankOps rebuilt their site, Triple B's Mechanics Shop showed up in 0 AI answers when customers asked ChatGPT or Perplexity for a mechanic in Kannapolis, NC. Forty-five days after the rebuild, they were cited in 9 AI answers across both engines, verified by the owner in his own public Google review.
What did RankOps actually change?
A full site rebuild covering the signals AI engines use to decide who to recommend: structured business schema, FAQ content written the way customers actually ask questions, Open Graph and sitemap/llms.txt files for AI crawlers, and local content tying the shop to Kannapolis and the surrounding area.
Will every business get the same results?
No, results vary by market, competition, and starting point, and AI citations can never be guaranteed. What this case shows is the method working end to end on a real shop, measured on the same tracker dashboard the client logs into himself.
This shop started with a diagnosis. Start with yours.
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