Real ChatGPT answer · index seedygsAJA4shwwcompleteAutomotive · car reliability and safetycommercial

Is it true that Honda Civic automatic transmissions from the mid-two-thousands have high failure rates, or can they last with good maintenance?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it true that Honda Civic automatic transmissions from the mid-two-thousands have high failure rates, or can they last with good maintenance?
2 real searches · 1 real-search pass
Honda Civic 2001 2002 2003 2004 2005 automatic transmission reliability failure yearsGoogle ↗
OBSERVEDReason
2006 2007 2008 2009 2010 Honda Civic automatic transmission problems 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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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 2001 2002 2003 2004 2005 automatic transmission reliability failure years Google ↗
2006 2007 2008 2009 2010 Honda Civic automatic transmission problems reliability Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Honda Civic 2001 2002 2003 2004 2005 automatic transmission reliability failure years
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2006 2007 2008 2009 2010 Honda Civic automatic transmission problems reliability
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1