I need a reliable commuter car for my new job in the city, so which compact electric crossovers have the fewest reported mechanical issues and best user satisfaction ratings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a reliable commuter car for my new job in the city, so which compact electric crossovers have the fewest reported mechanical issues and best user satisfaction ratings?
1 real search · 1 real-search pass
2025 2026 electric vehicle reliability owner satisfaction compact SUV crossover Consumer Reports reliability survey JD Power quality dependability Model Y Kona Electric Niro EV Equinox EVGoogle ↗
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
2025 2026 electric vehicle reliability owner satisfaction compact SUV crossover Consumer Reports reliability survey JD Power quality dependability Model Y Kona Electric Niro EV Equinox EV Google ↗
- Who Makes the Most Reliable New Cars? · consumerreports.org
- 2026 U.S. Electric Vehicle Experience (EVX) Ownership Study · jdpower.com
- 2026 Ford Mustang Mach-E Reliability · consumerreports.org
- J.D. Power 2025 U.S. Electric Vehicle Experience · jdpower.com
- Who Makes the Most Reliable New Cars · subaru.com
- Who Makes the Most Reliable New Cars · subarumemphishackscross.com
- Hybrids Are Still the Most Reliable Cars, CR Survey Shows · consumerreports.org
Queries
1 queries · click a column to sort