Real ChatGPT answer · index seedMfI6GZs7DoocompleteAutomotive · car repair and maintenancecomparison
Can you compare the DIY labor time and total cost of replacing a headlight bulb at home on a 2018 Honda Civic using OEM versus aftermarket LED assemblies?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the DIY labor time and total cost of replacing a headlight bulb at home on a 2018 Honda Civic using OEM versus aftermarket LED assemblies?
1 real search · 1 real-search pass
2018 Honda Civic headlight assembly replacement DIY labor bumper removal OEM price aftermarket LED assembly fitment 2026Google ↗
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
2018 Honda Civic headlight assembly replacement DIY labor bumper removal OEM price aftermarket LED assembly fitment 2026 Google ↗
- Replacing Light Bulbs · cdn.dealereprocess.org
- 2018 Honda Civic Headlight · hondapartsnow.com
- A Guide to Aftermarket Headlights for the 2016-2021 Honda Civic · go-parts.com
- 18 2018 Honda Civic Headlight Assembly - Body Electrical - Action Crash, Brock, DIY Solutions, Depo, Eagle Eyes, Replacement, Replacement AP, TRQ, TYC, Front, Front Left, Front Right, Left, Left - Driver Side, Right, Right - Passenger Side · partsgeek.com