Is it really necessary to get car washes with undercarriage in winter salt cleaning included every week for our Subaru Outback, or is that just a scam?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it really necessary to get car washes with undercarriage in winter salt cleaning included every week for our Subaru Outback, or is that just a scam?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Subaru owner manual underbody washing road salt corrosion winter wash recommendations Google ↗
AAA winter car washing road salt undercarriage how often Google ↗
- Cleaning the Interior 485 · subaru.eu
- Subaru Outback (BR) - Washing the underbody · suoutback.com
- How Often Should You Wash Road Salt Off Your Car? · consumerreports.org
Queries
2 queries · click a column to sort