Real ChatGPT answer · index seed9yXLI2dkpAUcompleteSports and outdoors · cyclingcomparison

Compare the SRAM Rival AXS and Shimano 105 Di2 groupsets for an entry level race bike, factoring in battery life, charging hassle, and maintenance costs.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the SRAM Rival AXS and Shimano 105 Di2 groupsets for an entry level race bike, factoring in battery life, charging hassle, and maintenance costs.
1 real search · 1 real-search pass
SRAM Rival AXS vs Shimano 105 Di2 battery life battery charging maintenance costs replacement battery chain cassette prices official specsGoogle ↗
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
SRAM Rival AXS vs Shimano 105 Di2 battery life battery charging maintenance costs replacement battery chain cassette prices official specs Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SRAM Rival AXS vs Shimano 105 Di2 battery life battery charging maintenance costs replacement battery chain cassette prices official specs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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