Real ChatGPT answer · index seed3ErYMSk6DmgcompleteSports and outdoors · skiing and snowboardingcommercial
What are the most reliable heated sock brands that will actually keep my toes warm through a full day of sub-zero skiing?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most reliable heated sock brands that will actually keep my toes warm through a full day of sub-zero skiing?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
best heated socks skiing full day battery life Lenz Therm-ic Hotronic reliability reviews Google ↗
best heated socks skiing battery life reliability Lenz Hotronic Therm-ic reviews 2025 2026 Google ↗
- Best Heated Ski Socks of 2026 · outdoorlife.com
- Best Heated Socks of 2026 · outdoorlife.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best heated socks skiing full day battery life Lenz Therm-ic Hotronic reliability reviews OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best heated socks skiing battery life reliability Lenz Hotronic Therm-ic reviews 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |