Real ChatGPT answer · index seedeggL0eOuZC0completeSports and outdoors · fitness programscomparison

What do current sports science studies say about the optimal peak mileage week in a novice marathon schedule versus back to back long runs?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do current sports science studies say about the optimal peak mileage week in a novice marathon schedule versus back to back long runs?
3 real searches · 1 real-search pass
novice marathon training peak weekly mileage injury risk long run percentage evidence study recreational runners 2023 2024Google ↗
OBSERVEDReason
back-to-back long runs marathon training novice runners sports science evidence studyGoogle ↗
OBSERVEDReason
marathon training volume weekly mileage performance injury novice runners systematic review 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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
novice marathon training peak weekly mileage injury risk long run percentage evidence study recreational runners 2023 2024 Google ↗
back-to-back long runs marathon training novice runners sports science evidence study Google ↗
marathon training volume weekly mileage performance injury novice runners systematic review endurance training Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
novice marathon training peak weekly mileage injury risk long run percentage evidence study recreational runners 2023 2024
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
back-to-back long runs marathon training novice runners sports science evidence study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
marathon training volume weekly mileage performance injury novice runners systematic review endurance training
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1