Real ChatGPT answer · index seedrOb7OkESrgscompleteAutomotive · car reliability and safetycommercial
Are there any reliable automatic sedans from the 2010s that avoided the widespread transmission failure rates affecting Honda and Ford models back then?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any reliable automatic sedans from the 2010s that avoided the widespread transmission failure rates affecting Honda and Ford models back then?
2 real searches · 1 real-search pass
most reliable used midsize compact sedans 2010 2019 automatic transmission Toyota Camry Corolla Mazda 3 Mazda6 reliability transmission issues Consumer ReportsGoogle ↗
OBSERVEDComparison
2010s sedan transmission problems Ford Focus Fiesta PowerShift Honda automatic CVT Toyota Camry Mazda 6 speed automatic reliabilityGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 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
most reliable used midsize compact sedans 2010 2019 automatic transmission Toyota Camry Corolla Mazda 3 Mazda6 reliability transmission issues Consumer Reports Google ↗
2010s sedan transmission problems Ford Focus Fiesta PowerShift Honda automatic CVT Toyota Camry Mazda 6 speed automatic reliability Google ↗
- ATTACHMENT IV · static.nhtsa.gov
- What You Need to Know about Ford's PowerShift Transmission Problems · caranddriver.com
- Car Reliability Is Hurt By Some New Technologies · consumerreports.org
- Cars Most Likely to Need a Transmission Replacement · consumerreports.org
- Report: What Brand Makes the Most Reliable Used Cars? · cars.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
most reliable used midsize compact sedans 2010 2019 automatic transmission Toyota Camry Corolla Mazda 3 Mazda6 reliability transmission issues Consumer Reports OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2010s sedan transmission problems Ford Focus Fiesta PowerShift Honda automatic CVT Toyota Camry Mazda 6 speed automatic reliability OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |