Real ChatGPT answer · index seedlKeG3nJOE4IcompleteSports and outdoors · skiing and snowboardingcommercial

Which beginner ski boots have the warmest liners on the market because my toes go completely numb within twenty minutes?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which beginner ski boots have the warmest liners on the market because my toes go completely numb within twenty minutes?
1 real search · 1 real-search pass
warmest ski boot liners insulated beginner comfort boots heat moldable toe box comparison 2025 2026Google ↗
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
warmest ski boot liners insulated beginner comfort boots heat moldable toe box comparison 2025 2026 Google ↗
  1. The 6 Best Ski Boot Liners of 2024 · evo.com
  2. Need to Know: Boot Liners · wagnerskis.com
  3. LINER OPTIONS · k2sports.a.bigcontent.io

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
warmest ski boot liners insulated beginner comfort boots heat moldable toe box comparison 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1