Looking for local auto parts stores in the Minneapolis metro area running sales on upgrading factory audio system speakers on a budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for local auto parts stores in the Minneapolis metro area running sales on upgrading factory audio system speakers on a budget.
1 real search · 1 real-search pass
Minneapolis metro car audio speaker upgrade sales November 2026 auto parts stores discountsGoogle ↗
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
Minneapolis metro car audio speaker upgrade sales November 2026 auto parts stores discounts Google ↗
- Check availability and price · bestbuy.com
- Check availability and price · bestbuy.com
- Check speaker details · nvx.com
- Check Advance Auto Parts · shop.advanceautoparts.com
- Shop and check promotions · tcautospot.com
- O'Reilly Auto Parts Coupons & Promotions · oreillyauto.com
- car-audio-deals · bestbuy.com
- Auto Parts Locations in Minneapolis · stores.advanceautoparts.com