Real ChatGPT answer · index seedh8Rxld2gvJAcompleteSports and outdoors · camping and hikingbrand

What is the actual weight penalty when adding a reliable emergency bivy and lightweight tarp to an ultralight tarp setup for alpine safety

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the actual weight penalty when adding a reliable emergency bivy and lightweight tarp to an ultralight tarp setup for alpine safety
1 real search · 1 real-search pass
ultralight emergency bivy weight Outdoor Research Helium bivy SOL Escape Lite weight lightweight tarp weight silpoly 7x9 alpine shelter systemGoogle ↗
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). 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
ultralight emergency bivy weight Outdoor Research Helium bivy SOL Escape Lite weight lightweight tarp weight silpoly 7x9 alpine shelter system Google ↗
  1. SOL Escape Lite Bivy · rei.com
  2. SOL Heatsheets® Emergency Bivvy · litesmith.com
  3. Which Bivy Is Right for You · outdoorresearch.com
  4. Helium UL Bivy · outdoorresearch.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ultralight emergency bivy weight Outdoor Research Helium bivy SOL Escape Lite weight lightweight tarp weight silpoly 7x9 alpine shelter system
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1