Real ChatGPT answer · index seeduGgLPh2wUGYcompleteAutomotive · tirescommercial

We are planning a road trip through mountain passes in early spring and I want to know which tires provide the best grip on unexpected ice.

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

The searches the AI actually ran for this prompt.

SEED QUERY
We are planning a road trip through mountain passes in early spring and I want to know which tires provide the best grip on unexpected ice.
1 real search · 1 real-search pass
best winter tires ice traction studded vs studless Nokian Hakkapeliitta 10 Michelin X-Ice Snow Bridgestone Blizzak WS90 independent testsGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
best winter tires ice traction studded vs studless Nokian Hakkapeliitta 10 Michelin X-Ice Snow Bridgestone Blizzak WS90 independent tests Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best winter tires ice traction studded vs studless Nokian Hakkapeliitta 10 Michelin X-Ice Snow Bridgestone Blizzak WS90 independent tests
OBSERVED
Google ↗
AI Mode ↗
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