Are used luxury cars like a BMW or Lexus too expensive to maintain once they pass one hundred thousand miles for a middle class family?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are used luxury cars like a BMW or Lexus too expensive to maintain once they pass one hundred thousand miles for a middle class family?
1 real search · 1 real-search pass
BMW Lexus maintenance repair costs 100000 miles used luxury car reliability maintenance cost comparison RepairPal Consumer ReportsGoogle ↗
OBSERVEDReason
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
BMW Lexus maintenance repair costs 100000 miles used luxury car reliability maintenance cost comparison RepairPal Consumer Reports Google ↗
- Car and Truck Reliability - 2026 Ratings · repairpal.com
- Lexus Maintenance (2026) · consumeraffairs.com
- BMW Maintenance: Cost, Plans and Service Schedule (2026) · consumeraffairs.com
- Car Brands Ranked by Maintenance and Repair Costs Over Time · consumerreports.org