Real ChatGPT answer · index seedA4Py5WCOh7wcompleteAutomotive · car repair and maintenancecomparison
How does the cost of a laser wheel alignment compare to a traditional optical alignment, and do budget cars really need the expensive version?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the cost of a laser wheel alignment compare to a traditional optical alignment, and do budget cars really need the expensive version?
1 real search · 1 real-search pass
laser wheel alignment vs optical alignment cost differences accuracy automotive alignment equipment consumer explanationGoogle ↗
OBSERVEDComparison
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).
Searches and sources
ChatGPT1 real searches · gpt-6
laser wheel alignment vs optical alignment cost differences accuracy automotive alignment equipment consumer explanation Google ↗
- Wheel Alignment Machine Buying Guide 2026: CCD vs 3D Systems · bestbuyautoequipment.com
- Evaluating alignment equipment · img.fleetmaintenance.com