What are the best products for cleaning foggy plastic headlight assemblies so I can see better when driving at night?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best products for cleaning foggy plastic headlight assemblies so I can see better when driving at night?
1 real search · 1 real-search pass
best headlight restoration kits comparison 3M Cerakote Sylvania Meguiar's UV protectionGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
best headlight restoration kits comparison 3M Cerakote Sylvania Meguiar's UV protection Google ↗
- View product · walmart.com
- View product · walmart.com
- View product · walmart.com
- View product · walmart.com
- Best Headlight Restoration Kits of 2025, Tested · caranddriver.com
- Best Headlight Restoration Kit Buying Guide · consumerreports.org
- Best Headlight Restoration Kits, Tested · roadandtrack.com