Real ChatGPT answer · index seedPpy1yMtG1VscompleteSports and outdoors · camping and hikingbrand

What is the current consensus on the waterproof membrane durability in the latest Hoka hiking shoes during extended wet weather backpacking trips

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the current consensus on the waterproof membrane durability in the latest Hoka hiking shoes during extended wet weather backpacking trips
2 real searches · 1 real-search pass
HOKA latest waterproof hiking shoes GTX membrane durability long-term reviews backpacking 2025 2026Google ↗
OBSERVEDReason
HOKA Anacapa 2 GTX Kaha 2 GTX waterproof durability long term review wet weather backpacking membrane failuresGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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
HOKA latest waterproof hiking shoes GTX membrane durability long-term reviews backpacking 2025 2026 Google ↗
HOKA Anacapa 2 GTX Kaha 2 GTX waterproof durability long term review wet weather backpacking membrane failures Google ↗
  1. HOKA Kaha 3 Low GTX Hiking Shoes Review (Tested) · treelinereview.com
  2. Hoka Kaha 3 GTX review after 200 km · gear-reviews.com
  3. NEW EB Kaha 3 GTX OUTDOOR · d20gumdjgesxpn.cloudfront.net
  4. HOKA Men's Kaha 3 Mid GTX Hiking Boot · dickssportinggoods.com
  5. Hoka Anacapa 2 Low GTX Review · d1nymbkeomeoqg.cloudfront.net
  6. Cut in half: HOKA Speedgoat 6 GTX Review (2025) · runrepeat.com
  7. HOKA Kaha 3 GTX product range · hoka.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HOKA latest waterproof hiking shoes GTX membrane durability long-term reviews backpacking 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
HOKA Anacapa 2 GTX Kaha 2 GTX waterproof durability long term review wet weather backpacking membrane failures
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1