I need a breakdown of bontrager bicycle helmet safety test results compared to other leading brands for our shop employees.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a breakdown of bontrager bicycle helmet safety test results compared to other leading brands for our shop employees.
3 real searches · 1 real-search pass
Bontrager bicycle helmet Virginia Tech STAR ratings models Trek WaveCel comparison Giro Specialized Bell Lazer 2025Google ↗
OBSERVEDComparison
Virginia Tech bicycle helmet ratings methodology STAR score impact tests rotational acceleration 2025Google ↗
OBSERVEDReason
CPSC bicycle helmet standard limitations impact testing bicycle helmets NHTSA CPSCGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Bontrager bicycle helmet Virginia Tech STAR ratings models Trek WaveCel comparison Giro Specialized Bell Lazer 2025 Google ↗
Virginia Tech bicycle helmet ratings methodology STAR score impact tests rotational acceleration 2025 Google ↗
CPSC bicycle helmet standard limitations impact testing bicycle helmets NHTSA CPSC Google ↗
- Bicycle Helmet Ratings · helmet.beam.vt.edu
- Helmet Lab updates its rating system for football and bicycle helmets | Virginia Tech News · news.vt.edu
- Virginia Tech Helmet Ratings · helmet.beam.vt.edu
- Bicycle Helmet Ratings · helmet.beam.vt.edu
- New tests show some bike helmets protect better than others · iihs.org
- Bicycle Helmets Business Guidance · cpsc.gov
- View bicycle helmet reviews · consumerreports.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Bontrager bicycle helmet Virginia Tech STAR ratings models Trek WaveCel comparison Giro Specialized Bell Lazer 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Virginia Tech bicycle helmet ratings methodology STAR score impact tests rotational acceleration 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CPSC bicycle helmet standard limitations impact testing bicycle helmets NHTSA CPSC OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |