Real ChatGPT answer · index seedZCqmTpJw7rYcompleteSports and outdoors · skiing and snowboardingcommercial
Which brand currently makes the best collapsible avalanche shovels for our commercial backcountry touring guides who need ultra-lightweight and reliable gear?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which brand currently makes the best collapsible avalanche shovels for our commercial backcountry touring guides who need ultra-lightweight and reliable gear?
1 real search · 1 real-search pass
best avalanche shovels professional guides lightweight durable BCA Ortovox Mammut Black Diamond 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)
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
best avalanche shovels professional guides lightweight durable BCA Ortovox Mammut Black Diamond 2026 Google ↗