Real ChatGPT answer · index seedmkm7738H1i0completeAutomotive · car reliability and safetybrand

Is a Honda Civic really as reliable as people say or do newer models have hidden transmission issues that will cost me thousands

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Honda Civic really as reliable as people say or do newer models have hidden transmission issues that will cost me thousands
2 real searches · 1 real-search pass
Honda Civic CVT transmission reliability problems model years complaints NHTSA recalls 2016 2025Google ↗
OBSERVEDReason
Honda Civic transmission warranty extension CVT service bulletin shudder model yearsGoogle ↗
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
Honda Civic CVT transmission reliability problems model years complaints NHTSA recalls 2016 2025 Google ↗
Honda Civic transmission warranty extension CVT service bulletin shudder model years Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Honda Civic CVT transmission reliability problems model years complaints NHTSA recalls 2016 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Honda Civic transmission warranty extension CVT service bulletin shudder model years
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1