What telematics data do insurance companies pull from connected electric vehicles to adjust monthly premiums based on aggressive acceleration and regenerative braking habits?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What telematics data do insurance companies pull from connected electric vehicles to adjust monthly premiums based on aggressive acceleration and regenerative braking habits?
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
electric vehicle insurance telematics data acceleration braking regenerative braking insurer data collection UBI Google ↗
insurance telematics EV regenerative braking data privacy connected car insurer driving behavior scoring Google ↗
- Connected Analytic Services (CAS) · consumerfinance.gov
- Telematics Policy · novo.us
- Telematics Policy · novo.us
- Insurance Topics | Telematics · content.naic.org
- Telematics · content.naic.org
- Understanding Usage-Based Insurance · content.naic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
electric vehicle insurance telematics data acceleration braking regenerative braking insurer data collection UBI OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
insurance telematics EV regenerative braking data privacy connected car insurer driving behavior scoring OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |