Real ChatGPT answer · index seedydppYOnJcwAcompleteSports and outdoors · cyclingcomparison

Between the Shimano 105 mechanical groupset and the Tiagra, which one prevents chain drop on steep climbs more reliably for the price?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Between the Shimano 105 mechanical groupset and the Tiagra, which one prevents chain drop on steep climbs more reliably for the price?
1 real search · 1 real-search pass
Shimano 105 R7100 mechanical vs Tiagra 4700 front derailleur chain drop chain retention specificationsGoogle ↗
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
Shimano 105 R7100 mechanical vs Tiagra 4700 front derailleur chain drop chain retention specifications Google ↗
  1. productinfo.shimano.com · productinfo.shimano.com
  2. 2026-2027 SPEC. HANDBOOK ■MTB ■TREKKING ■GRAVEL ■R · productinfo.shimano.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shimano 105 R7100 mechanical vs Tiagra 4700 front derailleur chain drop chain retention specifications
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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