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What are the best cold-weather base layers made from pure alpaca wool instead of merino wool in terms of warmth-to-weight ratio and odor resistance?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best cold-weather base layers made from pure alpaca wool instead of merino wool in terms of warmth-to-weight ratio and odor resistance?
1 real search · 1 real-search pass
best 100% alpaca base layer thermal underwear shirt leggings brands weight warmth odor resistance alpaca woolGoogle ↗
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 100% alpaca base layer thermal underwear shirt leggings brands weight warmth odor resistance alpaca wool Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best 100% alpaca base layer thermal underwear shirt leggings brands weight warmth odor resistance alpaca wool
OBSERVED
Google ↗
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