Real ChatGPT answer · index seedLWoh2dt6Jt8completeAutomotive · tirescomparison

Are Pirelli Scorpion Winter tires worth the massive price jump over Yokohama Geolandar I T G072 for someone driving an older sedan through heavy mountain snow?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Pirelli Scorpion Winter tires worth the massive price jump over Yokohama Geolandar I T G072 for someone driving an older sedan through heavy mountain snow?
1 real search · 1 real-search pass
Pirelli Scorpion Winter vs Yokohama Geolandar I/T G072 snow tire comparison tests sedan fitmentGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
Pirelli Scorpion Winter vs Yokohama Geolandar I/T G072 snow tire comparison tests sedan fitment Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pirelli Scorpion Winter vs Yokohama Geolandar I/T G072 snow tire comparison tests sedan fitment
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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