Real ChatGPT answer · index seed678pAz7PZjUcompleteSports and outdoors · fitness programsinformational

Is it worth buying expensive running shoes for a marathon, or do budget friendly options work just as well for older joints?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth buying expensive running shoes for a marathon, or do budget friendly options work just as well for older joints?
2 real searches · 1 real-search pass
evidence expensive running shoes versus budget shoes injury prevention cushioning comfort marathon runners systematic review 2024 2025Google ↗
OBSERVEDComparison
best budget running shoes marathon training 2026 Brooks Ghost ASICS Gel Cumulus Saucony Ride New Balance 880Google ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
evidence expensive running shoes versus budget shoes injury prevention cushioning comfort marathon runners systematic review 2024 2025 Google ↗
best budget running shoes marathon training 2026 Brooks Ghost ASICS Gel Cumulus Saucony Ride New Balance 880 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
evidence expensive running shoes versus budget shoes injury prevention cushioning comfort marathon runners systematic review 2024 2025
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
best budget running shoes marathon training 2026 Brooks Ghost ASICS Gel Cumulus Saucony Ride New Balance 880
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1