Real ChatGPT answer · index seedfVMVuqaoBbscompleteAutomotive · car reliability and safetycomparison
Is a Honda Civic with an automatic transmission reliable enough to avoid transmission failure rates that strand you on the highway?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a Honda Civic with an automatic transmission reliable enough to avoid transmission failure rates that strand you on the highway?
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). 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
Honda Civic automatic CVT transmission reliability failure years recalls NHTSA complaints 2016 2025 Google ↗
Honda Civic transmission reliability CVT maintenance long term reliability Consumer Reports Google ↗
- 2025 Honda Civic Reliability · consumerreports.org
- 2024 Honda Civic Reliability · consumerreports.org
- Honda Civic Years to Avoid & Problems by Year · whatownersreport.com
- Honda Civic · transmissions.biz
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Honda Civic automatic CVT transmission reliability failure years recalls NHTSA complaints 2016 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Honda Civic transmission reliability CVT maintenance long term reliability Consumer Reports OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |