Real ChatGPT answer · index seedWOWHAQcjLVIcompleteSports and outdoors · cyclingcommercial

Compare the frame geometry of trek road bikes versus specialized road bikes to see which one fits a more upright riding style better.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the frame geometry of trek road bikes versus specialized road bikes to see which one fits a more upright riding style better.
4 real searches · 1 real-search pass
2026 Trek Domane geometry stack reach size chart officialGoogle ↗
OBSERVEDOther / navigational
2026 Specialized Roubaix geometry stack reach size chart officialGoogle ↗
OBSERVEDOther / navigational
Trek road bike geometry Domane Madone stack reach official geometry chartGoogle ↗
OBSERVEDComparison
Specialized road bike geometry Roubaix Tarmac stack reach official geometry chartGoogle ↗
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 (4)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 Trek Domane geometry stack reach size chart official Google ↗
2026 Specialized Roubaix geometry stack reach size chart official Google ↗
Trek road bike geometry Domane Madone stack reach official geometry chart Google ↗
Specialized road bike geometry Roubaix Tarmac stack reach official geometry chart Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Trek Domane geometry stack reach size chart official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 Specialized Roubaix geometry stack reach size chart official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Trek road bike geometry Domane Madone stack reach official geometry chart
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Specialized road bike geometry Roubaix Tarmac stack reach official geometry chart
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1