Real ChatGPT answer · index seedmHMlydA045wcompleteSports and outdoors · skiing and snowboardingcomparison

Is a budget helmet with MIPS safer or should I spend extra on a Smith helmet on sale for my teenager?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is a budget helmet with MIPS safer or should I spend extra on a Smith helmet on sale for my teenager?
1 real search · 1 real-search pass
Smith helmet MIPS vs budget MIPS independent safety testing bicycle helmet Virginia Tech ratingsGoogle ↗
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
Smith helmet MIPS vs budget MIPS independent safety testing bicycle helmet Virginia Tech ratings Google ↗
  1. Bicycle Helmet Ratings · helmet.beam.vt.edu
  2. Virginia Tech Helmet Ratings · helmet.beam.vt.edu
  3. View helmet · walmart.com
  4. View helmet · bikesonline.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Smith helmet MIPS vs budget MIPS independent safety testing bicycle helmet Virginia Tech ratings
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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