Are Bontrager helmets considered safe and do they rank well in recent independent impact testing reports?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Bontrager helmets considered safe and do they rank well in recent independent impact testing reports?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Bontrager bicycle helmet Virginia Tech helmet ratings 2025 2026 independent impact testing Google ↗
Bontrager helmet independent impact test ratings Virginia Tech STAR Bontrager Trek WaveCel Google ↗
- Bicycle Helmet Ratings · helmet.beam.vt.edu
- Virginia Tech Helmet Ratings · helmet.beam.vt.edu
- Helmet Lab updates its rating system for football and bicycle helmets | Virginia Tech News · news.vt.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Bontrager bicycle helmet Virginia Tech helmet ratings 2025 2026 independent impact testing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Bontrager helmet independent impact test ratings Virginia Tech STAR Bontrager Trek WaveCel OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |