Real ChatGPT answer · index seed6sws4DPWePQcompleteSports and outdoors · fitness programsinformational

Outline a science-based carbohydrate periodization strategy for a sub-90-minute half marathon running at a threshold pace

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Outline a science-based carbohydrate periodization strategy for a sub-90-minute half marathon running at a threshold pace
3 real searches · 1 real-search pass
carbohydrate periodization endurance athletes train low train high consensus statement carbohydrate intake 2024 reviewGoogle ↗
OBSERVEDReason
half marathon 90 minutes carbohydrate intake during race 30 60 g per hour sports nutrition position standGoogle ↗
OBSERVEDInstruction
IOC consensus statement dietary supplements high performance athletes carbohydrate availability periodization endurance trainingGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparisonConsequenceReason67%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 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
carbohydrate periodization endurance athletes train low train high consensus statement carbohydrate intake 2024 review Google ↗
half marathon 90 minutes carbohydrate intake during race 30 60 g per hour sports nutrition position stand Google ↗
IOC consensus statement dietary supplements high performance athletes carbohydrate availability periodization endurance training Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
carbohydrate periodization endurance athletes train low train high consensus statement carbohydrate intake 2024 review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
half marathon 90 minutes carbohydrate intake during race 30 60 g per hour sports nutrition position stand
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
IOC consensus statement dietary supplements high performance athletes carbohydrate availability periodization endurance training
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1