Real ChatGPT answer · index seedUpFMrXzfxlgcompleteAutomotive · car reliability and safetycommercial

Which winter tires perform best in heavy snow for a compact SUV when driving kids to school through mountain passes?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which winter tires perform best in heavy snow for a compact SUV when driving kids to school through mountain passes?
1 real search · 1 real-search pass
2025 2026 winter tire tests deep snow ice braking Michelin X-Ice Snow SUV Nokian Hakkapeliitta R5 SUV Bridgestone Blizzak DM-V2 Continental VikingContact 7Google ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2025 2026 winter tire tests deep snow ice braking Michelin X-Ice Snow SUV Nokian Hakkapeliitta R5 SUV Bridgestone Blizzak DM-V2 Continental VikingContact 7 Google ↗
  1. 2025 Friction Winter Tyre Test · tyrereviews.com
  2. 2025 Friction Winter Tire Test · tire-reviews.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 winter tire tests deep snow ice braking Michelin X-Ice Snow SUV Nokian Hakkapeliitta R5 SUV Bridgestone Blizzak DM-V2 Continental VikingContact 7
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1