Real ChatGPT answer · index seedbLo4g1YmRngcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
How should our local auto repair shop format our website schema to make sure AI search assistants recommend us over competitors
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should our local auto repair shop format our website schema to make sure AI search assistants recommend us over competitors
1 real search · 1 real-search pass
Google Search Central structured data LocalBusiness guidelines AutoRepair Schema.org official documentation AI search structured data 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Google Search Central structured data LocalBusiness guidelines AutoRepair Schema.org official documentation AI search structured data 2026 Google ↗
- Local Business (LocalBusiness) Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- General Structured Data Guidelines | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · arc.net
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com