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Automotive2025–Present
MotoroCars AI Visibility

When ChatGPT Recommends Your Shop, You Win

Engineered a full AI-discoverability strategy for a Miami auto repair shop: 294 FAQ pages with structured schema, llms.txt for AI crawlers, a Claude-powered chat widget on every page, and a 10-phase visibility roadmap targeting ChatGPT, Gemini, Perplexity, and Grok.

Headline Results
294
FAQ pages published
Claude haiku-4-5
AI chat on every page
llms.txt live
AI crawlers enabled
All FAQ pages
Structured schema

The Challenge

Search is shifting. ChatGPT, Gemini, and Perplexity now answer 'best auto shop near me' questions directly, bypassing traditional search results. Most shops have no strategy for this new layer. The ones who build for it now will own the next decade.

Our Approach

  • Published 294 FAQ pages across 6 service categories, each with JSON-LD FAQPage schema and optimized for question-intent queries.
  • Deployed llms.txt and robots.txt configured to allow all AI crawlers while blocking known bad scrapers.
  • Installed Claude haiku-4-5 chat widget on every page of the site, trained on services, pricing, and location data.
  • Built sameAs structured data connecting the business across Google, Yelp, Facebook, and industry directories for entity recognition.

The Outcome

MotoroCars now has the deepest FAQ content architecture of any independent shop in Miami-Dade, with full AI-crawler access and a live AI assistant that qualifies leads 24/7.

Want results like this for your business?

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