What mandatory safety items on an ultramarathon gear packing list can I substitute with cheaper generic hardware store alternatives
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What mandatory safety items on an ultramarathon gear packing list can I substitute with cheaper generic hardware store alternatives
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
official ultramarathon mandatory kit requirements headlamp emergency blanket waterproof jacket 2026 Google ↗
ultramarathon mandatory equipment list safety kit headlamp waterproof jacket emergency blanket whistle race requirements Google ↗
- Ultra Tour Monte Rosa | Obligatory equipment · ultratourmonterosa.com
- mandatory equipment · eiger.utmb.world
- Mandatory Gear · uta.utmb.world
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official ultramarathon mandatory kit requirements headlamp emergency blanket waterproof jacket 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ultramarathon mandatory equipment list safety kit headlamp waterproof jacket emergency blanket whistle race requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |