Where can I buy a replacement headlight bulb for a Hyundai Elantra near Minneapolis and do auto parts stores install them for you?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I buy a replacement headlight bulb for a Hyundai Elantra near Minneapolis and do auto parts stores install them for you?
1 real search · 1 real-search pass
Minneapolis MN auto parts stores headlight bulb installation policy AutoZone O'Reilly Advance Auto Parts 2026Google ↗
OBSERVEDReason
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
Minneapolis MN auto parts stores headlight bulb installation policy AutoZone O'Reilly Advance Auto Parts 2026 Google ↗
- Auto Parts Store in Minneapolis, MN · locations.oreillyauto.com
- Auto Parts Store in Minneapolis, MN · locations.oreillyauto.com
- O'Reilly Auto Parts Store Services · oreillyauto.com
- Buy Headlights in Minneapolis, MN · shop.advanceautoparts.com
- Auto Parts Locations in Minneapolis · stores.advanceautoparts.com