Are expensive LED headlights actually worth the extra money for my 2018 Honda Civic or are cheap Amazon ones just as good
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are expensive LED headlights actually worth the extra money for my 2018 Honda Civic or are cheap Amazon ones just as good
1 real search · 1 real-search pass
2018 Honda Civic headlight bulb size halogen LED replacement beam pattern glare legality NHTSAGoogle ↗
OBSERVEDReason
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
2018 Honda Civic headlight bulb size halogen LED replacement beam pattern glare legality NHTSA Google ↗
- Replacing Light Bulbs · cdn.dealereprocess.org
- Replacing Light Bulbs · techinfo.honda.com
- 2018 Honda Civic · iihs.org