Real ChatGPT answer · index seedheLxmiyPRIgcompleteSports and outdoors · cyclingcommercial

Which compact cassette and rear derailleur combinations should I buy today to get easier climbing gears for my upcoming mountainous tour.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which compact cassette and rear derailleur combinations should I buy today to get easier climbing gears for my upcoming mountainous tour.
1 real search · 1 real-search pass
best touring bike climbing cassette rear derailleur compatibility Shimano GRX Deore 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 touring bike climbing cassette rear derailleur compatibility Shimano GRX Deore 2026 Google ↗
  1. Product Detail Page · bike.shimano.com
  2. productinfo.shimano.com · productinfo.shimano.com
  3. Gravel your way · bike.shimano.com
  4. Gravel upgrades · bike.shimano.com
  5. S H I M A N O G R X G R AV E L CO M P O N E N TS · bike.shimano.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best touring bike climbing cassette rear derailleur compatibility Shimano GRX Deore 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1