Real ChatGPT answer · index seed1y9TP1IshyccompleteSports and outdoors · cyclingcomparison

Which budget-friendly wheelset upgrade offers better lateral stiffness for a heavy rider: the Hunt Race Aero Wide or the Mavic Ksyrium S Disc?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which budget-friendly wheelset upgrade offers better lateral stiffness for a heavy rider: the Hunt Race Aero Wide or the Mavic Ksyrium S Disc?
1 real search · 1 real-search pass
Hunt Race Aero Wide vs Mavic Ksyrium S Disc lateral stiffness spoke count weight limit reviewGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
Hunt Race Aero Wide vs Mavic Ksyrium S Disc lateral stiffness spoke count weight limit review Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Hunt Race Aero Wide vs Mavic Ksyrium S Disc lateral stiffness spoke count weight limit review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
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