Real ChatGPT answer · index seedV43WGSSIyMwcompleteAutomotive · car buying processcommercial

How do consumer reviews rate the long-term engine and transmission reliability of the Subaru Outback?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do consumer reviews rate the long-term engine and transmission reliability of the Subaru Outback?
2 real searches · 1 real-search pass
Subaru Outback owner reviews long term engine transmission reliability Consumer Reports reliability model yearsGoogle ↗
OBSERVED
Subaru Outback owner reviews engine transmission problems high mileage CVT reliability Edmunds Kelley Blue BookGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Subaru Outback owner reviews long term engine transmission reliability Consumer Reports reliability model years Google ↗
Subaru Outback owner reviews engine transmission problems high mileage CVT reliability Edmunds Kelley Blue Book Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Subaru Outback owner reviews long term engine transmission reliability Consumer Reports reliability model years
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Subaru Outback owner reviews engine transmission problems high mileage CVT reliability Edmunds Kelley Blue Book
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1