Real ChatGPT answer · index seedCEWsMHkEQa4completeAutomotive · car reliability and safetycommercial

Which model years of the Subaru Outback are considered the most reliable for someone who drives long distances weekly?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which model years of the Subaru Outback are considered the most reliable for someone who drives long distances weekly?
2 real searches · 1 real-search pass
most reliable Subaru Outback model years reliability used years avoid problems Consumer Reports CarComplaints 2015 2016 2019 2020 2021Google ↗
OBSERVEDComparison
Subaru Outback reliability model years 2018 2019 2022 2023 common problems CVT oil consumption head gasketGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%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
most reliable Subaru Outback model years reliability used years avoid problems Consumer Reports CarComplaints 2015 2016 2019 2020 2021 Google ↗
Subaru Outback reliability model years 2018 2019 2022 2023 common problems CVT oil consumption head gasket Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
most reliable Subaru Outback model years reliability used years avoid problems Consumer Reports CarComplaints 2015 2016 2019 2020 2021
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Subaru Outback reliability model years 2018 2019 2022 2023 common problems CVT oil consumption head gasket
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1