Are shop prices for LED headlights negotiable today, and what is the typical total cost for parts and installation on a 2018 sedan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are shop prices for LED headlights negotiable today, and what is the typical total cost for parts and installation on a 2018 sedan?
1 real search · 1 real-search pass
2026 San Antonio Texas LED headlight bulb replacement installation cost auto shop pricing negotiationGoogle ↗
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
2026 San Antonio Texas LED headlight bulb replacement installation cost auto shop pricing negotiation Google ↗
- Headlight Replacement & Installation in San Antonio, TX · carparts.com
- Headlight Bulb Replacement Cost Estimate · repairpal.com