Auto repair shop · from absent in AI answers to 10+ monthly "AI-recommended" walk-ins
3 months: 5 of 8 monitored AI assistants now name the shop; front-desk log shows 10+ monthly walk-ins citing AI recommendations.
The shop sits on a side road with little natural traffic; asking AI for a trustworthy repair shop in Zengcheng returned only chain brands.
Organized service items and transparent pricing into the knowledge base; covered maintenance / repair / inspection questions; monthly tests across 8 local AI queries with source fixes.
After 3 months, 5 of 8 monitored AIs name the shop; 10+ monthly walk-ins citing AI recommendations (front-desk log).