Real ChatGPT answer · index seedqyAuUY6gZYgcompleteAutomotive · car reliability and safetycommercial
Which current family SUVs have the lowest annual maintenance costs and highest customer satisfaction ratings according to recent owner surveys
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which current family SUVs have the lowest annual maintenance costs and highest customer satisfaction ratings according to recent owner surveys
1 real search · 1 real-search pass
2026 family SUV owner satisfaction survey 2025 2026 Consumer Reports owner satisfaction J.D. Power maintenance cost annual RepairPalGoogle ↗
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
2026 family SUV owner satisfaction survey 2025 2026 Consumer Reports owner satisfaction J.D. Power maintenance cost annual RepairPal Google ↗
- Toyota Highlander Reliability - 2026 Ratings · repairpal.com
- Toyota Highlander Repair: Service and Maintenance Cost · repairpal.com
- Midsize Suv Reliability - 2026 Ratings · repairpal.com
- 2025 Hyundai Santa Fe Owner Satisfaction · consumerreports.org
- Honda Pilot Reliability - 2026 Ratings · repairpal.com
- 2025 Kia Telluride Reliability, Consumer Ratings & Pricing · jdpower.com
- Automobiles · theacsi.com
- American Customer Satisfaction Index Survey Results: Toyota Is No. 1 · sfgate.com