Real ChatGPT answer · index seed1NXoIge7LmEcompleteSports and outdoors · running gearcomparison

Do expensive track spikes actually last longer than budget ones or do the replacement spikes wear out at the same rate?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do expensive track spikes actually last longer than budget ones or do the replacement spikes wear out at the same rate?
2 real searches · 1 real-search pass
track spike shoe durability budget vs premium carbon plate upper outsole durability replaceable spike pins materialGoogle ↗
OBSERVEDComparison
track and field replacement spike pins steel wear rate track surface durability shoe constructionGoogle ↗
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
track spike shoe durability budget vs premium carbon plate upper outsole durability replaceable spike pins material Google ↗
track and field replacement spike pins steel wear rate track surface durability shoe construction Google ↗
  1. How to Choose Track & Field Spikes · runningwarehouse.com
  2. 7 Best Track Spikes in 2026 · runrepeat.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
track spike shoe durability budget vs premium carbon plate upper outsole durability replaceable spike pins material
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
track and field replacement spike pins steel wear rate track surface durability shoe construction
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1