What is the absolute lightest ultramarathon gear packing list recommended by professional trail runners for autumn races?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the absolute lightest ultramarathon gear packing list recommended by professional trail runners for autumn races?
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
professional ultrarunners gear packing list mandatory kit autumn trail race lightweight vest layers trail runners advice Google ↗
elite trail runners race kit gear list ultramarathon vest jacket headlamp autumn Google ↗
- petzl.com · petzl.com
- The Complete Ultramarathon Checklist: What to Pack for Race Day · trainright.com
- A SportsShoes x HOKA Guide to the Mont Blanc Ultra-Distance Trail Race · sportsshoes.com
- ULTRA RUN MANDATORY GEAR Athletes must carry the f · motatapu.com
- 13V_Min_KitList_2025 · 13valleysultra.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
professional ultrarunners gear packing list mandatory kit autumn trail race lightweight vest layers trail runners advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
elite trail runners race kit gear list ultramarathon vest jacket headlamp autumn OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |