Real ChatGPT answer · index seedHBUeFUzfGkgcompleteSports and outdoors · cyclingcommercial

Can you review the latest shimano 105 mechanical groupset and tell me if the shifting performance justifies the price hike compared to tiagra?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you review the latest shimano 105 mechanical groupset and tell me if the shifting performance justifies the price hike compared to tiagra?
1 real search · 1 real-search pass
Shimano 105 R7100 mechanical vs Tiagra 4700 shifting performance review price 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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shimano 105 R7100 mechanical vs Tiagra 4700 shifting performance review price 2026
OBSERVED
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