Real ChatGPT answer · index seedQD5AupE4xVocompleteAutomotive · car reliability and safetycomparison

Is a used Honda Civic transmission failure rate high enough on 2016 models that I should avoid buying one for my commute to my first real job?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is a used Honda Civic transmission failure rate high enough on 2016 models that I should avoid buying one for my commute to my first real job?
2 real searches · 1 real-search pass
2016 Honda Civic CVT transmission reliability problems complaints NHTSA recallsGoogle ↗
OBSERVEDReason
2016 Honda Civic reliability transmission failure owner reports CVT maintenanceGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence50%Reason50%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
2016 Honda Civic CVT transmission reliability problems complaints NHTSA recalls Google ↗
2016 Honda Civic reliability transmission failure owner reports CVT maintenance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2016 Honda Civic CVT transmission reliability problems complaints NHTSA recalls
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2016 Honda Civic reliability transmission failure owner reports CVT maintenance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1