Looking for recommendations on the most reliable electric cars for small business fleets based on owner satisfaction surveys from this year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations on the most reliable electric cars for small business fleets based on owner satisfaction surveys from this year
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 electric vehicle owner satisfaction survey reliability most reliable EVs Consumer Reports J.D. Power 2026 Google ↗
2026 EV reliability survey owner satisfaction electric cars fleet reliability ratings Google ↗
- 2026 U.S. Electric Vehicle Experience (EVX) Ownership Study · jdpower.com
- Consumer Reports Releases Its 2026 Automotive Brand Report Card, The Comprehensive Analysis of Vehicle Quality to Help Guide Car Shoppers Amid Steep Prices · consumerreports.org
- Hybrids Are Still the Most Reliable Cars, CR Survey Shows · consumerreports.org
- 2026 U.S. Vehicle Dependability Study (VDS) · jdpower.com
- JD Power 2026 U.S. Electric Vehicle Experience ( · jdpower.com
- Who Makes the Most Reliable New Cars? · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 electric vehicle owner satisfaction survey reliability most reliable EVs Consumer Reports J.D. Power 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
2026 EV reliability survey owner satisfaction electric cars fleet reliability ratings OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |