Real ChatGPT answer · index seedKNMHE2netMIcompleteAutomotive · car reliability and safetycommercial

We are comparing used Honda and Nissan crossovers, but I want to know which brand has fewer transmission problems over one hundred thousand miles.

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

The searches the AI actually ran for this prompt.

SEED QUERY
We are comparing used Honda and Nissan crossovers, but I want to know which brand has fewer transmission problems over one hundred thousand miles.
2 real searches · 1 real-search pass
Honda Nissan crossover CVT transmission reliability problems over 100000 miles CR-V Rogue HR-V Qashqai reliability dataGoogle ↗
OBSERVEDReason
Nissan CVT warranty extension Rogue Pathfinder Honda CR-V transmission reliability model years recalls technical service bulletinsGoogle ↗
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).

Searches and sources

ChatGPT2 real searches · gpt-6
Honda Nissan crossover CVT transmission reliability problems over 100000 miles CR-V Rogue HR-V Qashqai reliability data Google ↗
Nissan CVT warranty extension Rogue Pathfinder Honda CR-V transmission reliability model years recalls technical service bulletins Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Honda Nissan crossover CVT transmission reliability problems over 100000 miles CR-V Rogue HR-V Qashqai reliability data
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Nissan CVT warranty extension Rogue Pathfinder Honda CR-V transmission reliability model years recalls technical service bulletins
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1