Real ChatGPT answer · index seedzsyTQkdxxyUcompleteAutomotive · tiresbrand

How do Yokohama Geolandar G015 all-terrains handle packed ice and freezing rain compared to a dedicated studless winter tire like the Bridgestone Blizzak on a 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 Yokohama Geolandar G015 all-terrains handle packed ice and freezing rain compared to a dedicated studless winter tire like the Bridgestone Blizzak on a Subaru Outback?
2 real searches · 1 real-search pass
Yokohama Geolandar A/T G015 severe snow rating 3PMSF ice performance test vs Bridgestone Blizzak WS90 packed iceGoogle ↗
OBSERVEDComparison
Tire Rack winter tire testing Blizzak WS90 all terrain tire ice braking comparisonGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Yokohama Geolandar A/T G015 severe snow rating 3PMSF ice performance test vs Bridgestone Blizzak WS90 packed ice Google ↗
Tire Rack winter tire testing Blizzak WS90 all terrain tire ice braking comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Yokohama Geolandar A/T G015 severe snow rating 3PMSF ice performance test vs Bridgestone Blizzak WS90 packed ice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Tire Rack winter tire testing Blizzak WS90 all terrain tire ice braking comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1