Real ChatGPT answer · index seedVG8gI7zO01ccompleteAutomotive · car repair and maintenancecommercial
What are the safest aftermarket LED headlight bulbs I can install at home for my Chevy Tahoe without blinding other drivers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the safest aftermarket LED headlight bulbs I can install at home for my Chevy Tahoe without blinding other drivers?
1 real search · 1 real-search pass
NHTSA LED replacement bulbs halogen headlamp glare legality US vehicle specific compatibilityGoogle ↗
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
NHTSA LED replacement bulbs halogen headlamp glare legality US vehicle specific compatibility Google ↗
- 571.108--NCC-230201-001 LED Headlights_ M. Baker · nhtsa.gov
- Letter of Interpretation Search · nhtsa.gov