Real ChatGPT answer · index seedjVXccouDxPscompleteAutomotive · car reliability and safetyinformational
How do insurance companies factor in a vehicle's advanced pedestrian detection scores when determining personal injury protection premium tiers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do insurance companies factor in a vehicle's advanced pedestrian detection scores when determining personal injury protection premium tiers?
3 real searches · 1 real-search pass
auto insurance personal injury protection premiums rating factors vehicle safety technology pedestrian detection IIHS scoresGoogle ↗
OBSERVEDReason
NAIC auto insurance rating factors personal injury protection premiums vehicle safety featuresGoogle ↗
OBSERVEDReason
IIHS pedestrian crash prevention ratings insurance discounts automatic emergency brakingGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
auto insurance personal injury protection premiums rating factors vehicle safety technology pedestrian detection IIHS scores Google ↗
NAIC auto insurance rating factors personal injury protection premiums vehicle safety features Google ↗
IIHS pedestrian crash prevention ratings insurance discounts automatic emergency braking Google ↗
- Pedestrians and bicyclists · iihs.org
- Advanced driver assistance · iihs.org
- Insurance Topics | Auto Insurance · content.naic.org
- What determines the price of an auto insurance policy? · iii.org
- Why Are My Insurance Premiums Increasing? · content.naic.org
- ALDOI · aldoi.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
auto insurance personal injury protection premiums rating factors vehicle safety technology pedestrian detection IIHS scores OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NAIC auto insurance rating factors personal injury protection premiums vehicle safety features OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IIHS pedestrian crash prevention ratings insurance discounts automatic emergency braking OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |