Real ChatGPT answer · index seediWci3yexS6scompleteSports and outdoors · fitness programscommercial

What is a cheap and effective race day fueling plan for a first time half marathon runner trying to spend under twenty dollars on gels?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is a cheap and effective race day fueling plan for a first time half marathon runner trying to spend under twenty dollars on gels?
2 real searches · 1 real-search pass
sports nutrition endurance exercise carbohydrate intake 30-60 g per hour position stand half marathon fuelingGoogle ↗
OBSERVEDReason
half marathon race fueling carbohydrate 30 60 grams per hour guidelines endurance running gels hydrationGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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
sports nutrition endurance exercise carbohydrate intake 30-60 g per hour position stand half marathon fueling Google ↗
half marathon race fueling carbohydrate 30 60 grams per hour guidelines endurance running gels hydration Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
sports nutrition endurance exercise carbohydrate intake 30-60 g per hour position stand half marathon fueling
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
half marathon race fueling carbohydrate 30 60 grams per hour guidelines endurance running gels hydration
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1