Real ChatGPT answer · index seedkY4yaU7OkxMcompleteAutomotive · car repair and maintenancecomparison
Are aftermarket LED headlight conversion bulbs better and brighter than standard halogen replacement bulbs for night driving with kids in the car
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are aftermarket LED headlight conversion bulbs better and brighter than standard halogen replacement bulbs for night driving with kids in the car
1 real search · 1 real-search pass
aftermarket LED headlight bulbs halogen reflector housing beam pattern glare safety NHTSA IIHSGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
aftermarket LED headlight bulbs halogen reflector housing beam pattern glare safety NHTSA IIHS Google ↗
- 571.108--NCC-230201-001 LED Headlights_ M. Baker · nhtsa.gov
- Headlights · iihs.org