What active safety features actually prevent accidents versus the ones that are just annoying marketing gimmicks on new vehicles?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What active safety features actually prevent accidents versus the ones that are just annoying marketing gimmicks on new vehicles?
3 real searches · 1 real-search pass
IIHS real-world effectiveness automatic emergency braking blind spot detection rear automatic braking lane departure prevention crash reductions studiesGoogle ↗
OBSERVED
NHTSA driver assistance technologies limitations lane keeping adaptive cruise driver monitoring safety effectiveness researchGoogle ↗
OBSERVED
IIHS headlights pedestrian detection nighttime crash prevention effectiveness vehicle safety featuresGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
IIHS real-world effectiveness automatic emergency braking blind spot detection rear automatic braking lane departure prevention crash reductions studies Google ↗
NHTSA driver assistance technologies limitations lane keeping adaptive cruise driver monitoring safety effectiveness research Google ↗
IIHS headlights pedestrian detection nighttime crash prevention effectiveness vehicle safety features Google ↗
- Headlights · iihs.org
- Pedestrians and bicyclists · iihs.org
- Field effectiveness evaluation of advanced driver assistance systems. · pubmed.ncbi.nlm.nih.gov
- Real-world effects of rear automatic braking and other backing assistance systems · iihs.org
- IIHS vehicle safety ratings · iihs.org
- NHTSA crash-test ratings · nhtsa.gov
- Driver Assistance Technologies · nhtsa.gov
- Automated Vehicle Safety · nhtsa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IIHS real-world effectiveness automatic emergency braking blind spot detection rear automatic braking lane departure prevention crash reductions studies OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NHTSA driver assistance technologies limitations lane keeping adaptive cruise driver monitoring safety effectiveness research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IIHS headlights pedestrian detection nighttime crash prevention effectiveness vehicle safety features OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |