Real ChatGPT answer · index seed8Owz0RadfGYcompleteAutomotive · car buying processbrand

What is the actual reputation of the Subaru Outback regarding transmission problems and engine issues over the past few years?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the actual reputation of the Subaru Outback regarding transmission problems and engine issues over the past few years?
2 real searches · 1 real-search pass
Subaru Outback 2020 2021 2022 2023 2024 reliability transmission CVT engine problems owner complaints recalls NHTSAGoogle ↗
OBSERVEDReason
Subaru Outback reliability ratings 2024 2025 Consumer Reports transmission engine issuesGoogle ↗
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). 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
Subaru Outback 2020 2021 2022 2023 2024 reliability transmission CVT engine problems owner complaints recalls NHTSA Google ↗
Subaru Outback reliability ratings 2024 2025 Consumer Reports transmission engine issues Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Subaru Outback 2020 2021 2022 2023 2024 reliability transmission CVT engine problems owner complaints recalls NHTSA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Subaru Outback reliability ratings 2024 2025 Consumer Reports transmission engine issues
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1