Real ChatGPT answer · index seeduWqXTyIo9cYcompleteAutomotive · car reliability and safetycommercial

Are Honda Civic transmission failure rates higher in the CVT models, and should we look for an older automatic instead?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Honda Civic transmission failure rates higher in the CVT models, and should we look for an older automatic instead?
3 real searches · 1 real-search pass
Honda Civic CVT transmission reliability failure rate model years complaints comparison conventional automatic Honda CivicGoogle ↗
OBSERVEDComparison
Honda Civic CVT service bulletin judder transmission model years 2014 2015 2016 2017Google ↗
OBSERVEDReason
Honda Civic automatic transmission reliability older model years 2001 2005 2006 2011 common problemsGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Honda Civic CVT transmission reliability failure rate model years complaints comparison conventional automatic Honda Civic Google ↗
Honda Civic CVT service bulletin judder transmission model years 2014 2015 2016 2017 Google ↗
Honda Civic automatic transmission reliability older model years 2001 2005 2006 2011 common problems Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Honda Civic CVT transmission reliability failure rate model years complaints comparison conventional automatic Honda Civic
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Honda Civic CVT service bulletin judder transmission model years 2014 2015 2016 2017
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Honda Civic automatic transmission reliability older model years 2001 2005 2006 2011 common problems
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1