Real ChatGPT answer · index seed6deI2j243zEcompleteAutomotive · car repair and maintenancecomparison
Is it cheaper to replace my car headlights entirely or keep using home remedies like toothpaste every few months to clear up the yellow haze?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to replace my car headlights entirely or keep using home remedies like toothpaste every few months to clear up the yellow haze?
1 real search · 1 real-search pass
headlight restoration kit cost replacement headlight assembly cost 2026 DIY UV protection toothpaste effectivenessGoogle ↗
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
headlight restoration kit cost replacement headlight assembly cost 2026 DIY UV protection toothpaste effectiveness Google ↗
- Do Car Headlight Restoration Kits Really Work? · consumerreports.org
- Best Headlight Restoration Kit Buying Guide · consumerreports.org