Real ChatGPT answer · index seed8NjkyiOwGNkcompleteAutomotive · car reliability and safetycommercial

Compare the documented Honda Civic transmission failure rates across the 2016 through 2020 model years to determine if the CVT updates resolved the early shudder issues.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the documented Honda Civic transmission failure rates across the 2016 through 2020 model years to determine if the CVT updates resolved the early shudder issues.
3 real searches · 1 real-search pass
2016 2017 2018 2019 2020 Honda Civic CVT transmission shudder complaints NHTSA TSB software update failure rateGoogle ↗
OBSERVEDReason
Honda Civic service bulletin CVT judder 2016 2017 2018 2019 2020 transmission updateGoogle ↗
OBSERVEDConsequence
NHTSA complaints Honda Civic transmission 2016 2017 2018 2019 2020 CVTGoogle ↗
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 (3)
Short factOther / navigationalComparisonConsequence67%Reason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
2016 2017 2018 2019 2020 Honda Civic CVT transmission shudder complaints NHTSA TSB software update failure rate Google ↗
Honda Civic service bulletin CVT judder 2016 2017 2018 2019 2020 transmission update Google ↗
NHTSA complaints Honda Civic transmission 2016 2017 2018 2019 2020 CVT Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2016 2017 2018 2019 2020 Honda Civic CVT transmission shudder complaints NHTSA TSB software update failure rate
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Honda Civic service bulletin CVT judder 2016 2017 2018 2019 2020 transmission update
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
NHTSA complaints Honda Civic transmission 2016 2017 2018 2019 2020 CVT
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1