Real ChatGPT answer · index seedh47fo8y3ZbkcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
How do we optimize our local SEO in generative search so voice assistants recommend our emergency HVAC repair service tonight?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we optimize our local SEO in generative search so voice assistants recommend our emergency HVAC repair service tonight?
1 real search · 1 real-search pass
Google Search Central local business structured data documentation Google Business Profile emergency hours local ranking guidance 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 local business structured data documentation Google Business Profile emergency hours local ranking guidance 2026 Google ↗
- Guidelines for representing your business on Google · support.google.com
- Guidelines for representing your business on Google · support.google.com
- Local Business (LocalBusiness) Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Local Business (LocalBusiness) Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com