Real ChatGPT answer · index seed9QauddMmsYocompleteAutomotive · car repair and maintenancecomparison
My Honda Civic AC blowing warm air is driving me crazy so should I trust a local independent shop or a national chain for diagnostics
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My Honda Civic AC blowing warm air is driving me crazy so should I trust a local independent shop or a national chain for diagnostics
1 real search · 1 real-search pass
Ashburn VA independent auto repair shop AC diagnostics Honda CivicGoogle ↗
OBSERVEDComparison
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
Ashburn VA independent auto repair shop AC diagnostics Honda Civic Google ↗
- Website · autorepairashburn.com
- Elite Car Care Centers · elitecarcarecenter.com
- Auto Repair & Maintenance Services · chandlerandsons.com
- Ashburn Auto Repair · honest1broadlands.com
- Auto Repair & Check Engine Diagnostics Sterling VA · chandlerandsons.com