I need an emergency 12-week century training plan starting today, but should I follow Gran Fondo Guide or TrainerRoad low-volume guidelines to finish without cramping?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need an emergency 12-week century training plan starting today, but should I follow Gran Fondo Guide or TrainerRoad low-volume guidelines to finish without cramping?
3 real searches · 1 real-search pass
Gran Fondo Guide 12 week century training plan long ride progressionGoogle ↗
OBSERVEDOther / navigational
TrainerRoad low volume training plan guidelines endurance long rides cyclingGoogle ↗
OBSERVEDInstruction
exercise associated muscle cramps cycling fatigue pacing hydration sodium evidence consensusGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Gran Fondo Guide 12 week century training plan long ride progression Google ↗
TrainerRoad low volume training plan guidelines endurance long rides cycling Google ↗
exercise associated muscle cramps cycling fatigue pacing hydration sodium evidence consensus Google ↗
- Gran Fondo Training 101 · granfondoguide.com
- Cycling Training Plans: Become a Faster Cyclist · trainerroad.com
- Preparing For Big Events With Low Volume Training · trainerroad.com
- An Evidence-Based Review of the Pathophysiology, Treatment, and Prevention of Exercise-Associated Muscle Cramps · pmc.ncbi.nlm.nih.gov
- Consensus statement · casem-acmse.org
- Tips to Master Your First Gran Fondo or Charity Ride · usacycling.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Gran Fondo Guide 12 week century training plan long ride progression OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
TrainerRoad low volume training plan guidelines endurance long rides cycling OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
exercise associated muscle cramps cycling fatigue pacing hydration sodium evidence consensus OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |