Real ChatGPT answer · index seedopcvryVCVmccompleteSports and outdoors · cyclingcommercial

which cycling shoes offer the best combination of walkability and stiff soles for a parent who also commutes and runs errands

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

The searches the AI actually ran for this prompt.

SEED QUERY
which cycling shoes offer the best combination of walkability and stiff soles for a parent who also commutes and runs errands
1 real search · 1 real-search pass
best commuter cycling shoes walkability stiff sole SPD 2-bolt comparison Shimano RX6 EX7 Giro Rumble VR Specialized 2FO Roost 2025 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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
best commuter cycling shoes walkability stiff sole SPD 2-bolt comparison Shimano RX6 EX7 Giro Rumble VR Specialized 2FO Roost 2025 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best commuter cycling shoes walkability stiff sole SPD 2-bolt comparison Shimano RX6 EX7 Giro Rumble VR Specialized 2FO Roost 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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