Real ChatGPT answer · index seedq9yzI4UOiVQcompleteSports and outdoors · cyclinginformational

How does the weight and durability of a shimano 105 groupset compare to older titanium or steel components

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the weight and durability of a shimano 105 groupset compare to older titanium or steel components
1 real search · 1 real-search pass
Shimano 105 R7000 groupset total weight component weights official specifications steel titanium vintage bicycle components durability comparisonGoogle ↗
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 R7000 groupset total weight component weights official specifications steel titanium vintage bicycle components durability comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shimano 105 R7000 groupset total weight component weights official specifications steel titanium vintage bicycle components durability comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1