What are the best pacing strategies and gear ratios to tackle sustained twelve percent gradients during a hilly 100-mile gran fondo?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best pacing strategies and gear ratios to tackle sustained twelve percent gradients during a hilly 100-mile gran fondo?
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
cycling gran fondo pacing FTP long climbs 12 percent gradient cadence gearing 100 mile event Google ↗
road bike climbing gear ratios 34 32 34 36 cassette cadence steep gradients Google ↗
- Tackling long climbs · britishcycling.org.uk
- Bike gear ratios decoded: How to find your perfect setup · canyon.com
- Are road bike gears too hard? How to choose easier gearing for hills · siklist.com
- Gran Fondo Pacing Strategy: Power Targets and Execution · roadmancycling.com
- How to Pace a Gran Fondo — Without Blowing Up · roadmancycling.com
- x 12 WEEK TRAINING PROGRAM · amysgranfondo.org.au
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cycling gran fondo pacing FTP long climbs 12 percent gradient cadence gearing 100 mile event OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
road bike climbing gear ratios 34 32 34 36 cassette cadence steep gradients OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |