Real ChatGPT answer · index seedTMsNjNFo8gYcompleteAutomotive · car repair and maintenancecomparison
My mechanic quoted me a high price for a wheel alignment cost near me, so I want to know if national chain coupons or independent shops are generally cheaper for budget-conscious drivers.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My mechanic quoted me a high price for a wheel alignment cost near me, so I want to know if national chain coupons or independent shops are generally cheaper for budget-conscious drivers.
1 real search · 1 real-search pass
Louisville KY wheel alignment average cost national chain coupons independent shop pricing 2026Google ↗
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
Louisville KY wheel alignment average cost national chain coupons independent shop pricing 2026 Google ↗
- Auto Repair Coupons, Offers & Rebates in Louisville · autoshoplouisville.com
- Oil Change Coupons & Brake Repair Specials in Louisville, KY · midas.com
- Wheel Alignment in Louisville, KY · firestonecompleteautocare.com