Real ChatGPT answer · index seedIyIAfvFKWXYcompleteAutomotive · car repair and maintenancecommercial
Looking for the best aftermarket LED headlight bulbs online that are street legal and bright enough for early morning deliveries in rural areas.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the best aftermarket LED headlight bulbs online that are street legal and bright enough for early morning deliveries in rural areas.
1 real search · 1 real-search pass
US legality aftermarket LED replacement bulbs halogen headlight housings NHTSA FMVSS 108 2026Google ↗
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
US legality aftermarket LED replacement bulbs halogen headlight housings NHTSA FMVSS 108 2026 Google ↗
- 571.108--NCC-230201-001 LED Headlights_ M. Baker · nhtsa.gov
- Street Use of LED Bulbs · diodedynamics.com
- Shop Philips CoreDrive Plus · walmart.com
- View Sylvania LED Ultra · shop.advanceautoparts.com
- View sealed-beam LED headlight · walmart.com