Real ChatGPT answer · index seedQl6yKBuElr4completeSports and outdoors · running gearcommercial

Where can I find independent lab reviews comparing the foam longevity and running shoe lifespan miles across all major brands this year?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I find independent lab reviews comparing the foam longevity and running shoe lifespan miles across all major brands this year?
2 real searches · 1 real-search pass
2026 running shoe lab tests foam durability longevity mileage lifespan comparison RunRepeat labGoogle ↗
OBSERVEDComparison
independent running shoe lab testing midsole durability foam longevity brands 2026Google ↗
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). 1 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
2026 running shoe lab tests foam durability longevity mileage lifespan comparison RunRepeat lab Google ↗
independent running shoe lab testing midsole durability foam longevity brands 2026 Google ↗
  1. Testing Methodology · runrepeat.com
  2. Shoe Lab · rocker1904.github.io
  3. End-of-life of running shoes: does cushioning matter? · tandfonline.com
  4. How long a running shoe lasts, and how to tell · treadnotes.co.uk

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 running shoe lab tests foam durability longevity mileage lifespan comparison RunRepeat lab
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
independent running shoe lab testing midsole durability foam longevity brands 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1