Real ChatGPT answer · index seed4CdFJGNRYwgcompleteAutomotive · car repair and maintenancecomparison
Is changing my own cabin air filter actually cheaper than paying the dealership, and what are the best aftermarket filter brands for a Subaru Impreza?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is changing my own cabin air filter actually cheaper than paying the dealership, and what are the best aftermarket filter brands for a Subaru Impreza?
1 real search · 1 real-search pass
Subaru Impreza cabin air filter replacement cost dealership labor DIY price aftermarket brands fitment by model yearGoogle ↗
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
Subaru Impreza cabin air filter replacement cost dealership labor DIY price aftermarket brands fitment by model year Google ↗
- Subaru Impreza Cabin Air Filter Replacement Costs · yourmechanic.com
- 2017 Subaru Impreza Repair Pricing & Cost Estimates · kbb.com
- Subaru Impreza Cabin Air Filter · subaruonlineparts.com
- 4-7. Air Filtration System · cdn.dealereprocess.org