Real ChatGPT answer · index seede1JzbnyHk2QcompleteAutomotive · car repair and maintenancecommercial
Can you compare the prices of replacing my own headlight bulbs versus taking my car to Jiffy Lube since I am not very handy with tools.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the prices of replacing my own headlight bulbs versus taking my car to Jiffy Lube since I am not very handy with tools.
1 real search · 1 real-search pass
Jiffy Lube headlight bulb replacement cost labor price 2026Google ↗
OBSERVEDShort fact
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
Jiffy Lube headlight bulb replacement cost labor price 2026 Google ↗
- Headlight Inspection and Replacement Services · jiffylube.com
- Auto Service Cost Estimator · jiffylube.com