Real ChatGPT answer · index seedF1BXpq2iMAccompleteAutomotive · car repair and maintenanceinformational
How much does a pair of silver-star headlight bulbs cost at Walmart compared to buying them directly from a mechanic?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does a pair of silver-star headlight bulbs cost at Walmart compared to buying them directly from a mechanic?
1 real search · 1 real-search pass
Walmart Sylvania SilverStar headlight bulb pair prices 2026 mechanic markup parts price installation costGoogle ↗
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
Walmart Sylvania SilverStar headlight bulb pair prices 2026 mechanic markup parts price installation cost Google ↗
- Sylvania 9005 SilverStar Headlight, 2 pack, Compatible with Multiple Cars · walmart.com
- Sylvania 9006 SilverStar Headlight, Contains 2 Bulbs · walmart.com
- Sylvania H11 SilverStar Halogen Headlight Bulb, 2 Pack, Compatible with Multiple Cars · walmart.com
- Sylvania H11 SilverStar ULTRA Halogen Headlight Bulb, 2 Pack, Compatible with Multiple Cars · walmart.com