Real ChatGPT answer · index seedz1pTqjm5qT8completeAutomotive · car repair and maintenanceinformational
Could you look up the current labor rates for swapping out a cabin air filter at a local mechanic versus buying the part and doing it myself?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Could you look up the current labor rates for swapping out a cabin air filter at a local mechanic versus buying the part and doing it myself?
1 real search · 1 real-search pass
2026 current cabin air filter replacement cost mechanic labor parts DIY cost TexasGoogle ↗
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
2026 current cabin air filter replacement cost mechanic labor parts DIY cost Texas Google ↗
- Cabin Air Filter Replacement Cost: $35 to $100 by Vehicle and State · mechanicrank.com
- Cabin Air Filter Replacement Cost · filterbuy.com
- How Much Does a Cabin Air Filter Replacement Cost? · jerry.ai
- 2026 Lexus LS Repair Pricing & Cost Estimates · kbb.com
- Change Car Cabin Filter · us.haynes.com
- Car Air Filter Replacement: Engine Filter, Cabin Filter, and When Each Needs Changing · bumper.com