Real ChatGPT answer · index seedVevAIA9UsY0completeSports and outdoors · cyclingbrand

What are the cheapest alternatives to Specialized cycling shoes that still provide good stiffness and heel retention for wide feet?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the cheapest alternatives to Specialized cycling shoes that still provide good stiffness and heel retention for wide feet?
1 real search · 1 real-search pass
best budget wide cycling shoes stiffness heel retention Shimano wide cycling shoes 2026 reviews pricesGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
best budget wide cycling shoes stiffness heel retention Shimano wide cycling shoes 2026 reviews prices Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best budget wide cycling shoes stiffness heel retention Shimano wide cycling shoes 2026 reviews prices
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1