Real ChatGPT answer · index seedNSVexmGgjPgcompleteAutomotive · used carscomparison

Can you give me a direct comparison between a used Nissan Rogue and a Toyota RAV4 regarding transmission failures and overall family friendliness

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you give me a direct comparison between a used Nissan Rogue and a Toyota RAV4 regarding transmission failures and overall family friendliness
3 real searches · 1 real-search pass
Nissan Rogue CVT transmission reliability problem years 2014 2018 NHTSA warranty extensionGoogle ↗
OBSERVEDReason
Toyota RAV4 transmission reliability automatic model years common problems family safety cargo space comparisonGoogle ↗
OBSERVEDComparison
2020 2021 Nissan Rogue CVT reliability complaints transmission NHTSA Toyota RAV4 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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%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
Nissan Rogue CVT transmission reliability problem years 2014 2018 NHTSA warranty extension Google ↗
Toyota RAV4 transmission reliability automatic model years common problems family safety cargo space comparison Google ↗
2020 2021 Nissan Rogue CVT reliability complaints transmission NHTSA Toyota RAV4 reliability Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nissan Rogue CVT transmission reliability problem years 2014 2018 NHTSA warranty extension
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Toyota RAV4 transmission reliability automatic model years common problems family safety cargo space comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2020 2021 Nissan Rogue CVT reliability complaints transmission NHTSA Toyota RAV4 reliability
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1