Is replacing the cabin air filter something the dealership is ripping me off on, or can I easily do it in five minutes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is replacing the cabin air filter something the dealership is ripping me off on, or can I easily do it in five minutes?
1 real search · 1 real-search pass
cabin air filter replacement DIY difficulty typical labor cost dealership versus parts cost how to identify vehicle-specific accessGoogle ↗
OBSERVEDInstruction
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
cabin air filter replacement DIY difficulty typical labor cost dealership versus parts cost how to identify vehicle-specific access Google ↗
- Cabin Air Filter Replacement Cost Estimate · repairpal.com