Do electric vehicle battery fires happen often enough to justify paying higher comprehensive insurance premiums?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do electric vehicle battery fires happen often enough to justify paying higher comprehensive insurance premiums?
3 real searches · 1 real-search pass
electric vehicle fire rate compared with gasoline vehicles fires per 100,000 vehicles NFPA study AutoinsuranceEZ data limitationsGoogle ↗
OBSERVEDReason
NTSB electric vehicle battery fire insurance total loss repair costs comprehensive insurance riskGoogle ↗
OBSERVEDConsequence
IIHS electric vehicle fire risk battery fires frequency vehicle miles traveled studyGoogle ↗
OBSERVEDReason
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
electric vehicle fire rate compared with gasoline vehicles fires per 100,000 vehicles NFPA study AutoinsuranceEZ data limitations Google ↗
NTSB electric vehicle battery fire insurance total loss repair costs comprehensive insurance risk Google ↗
IIHS electric vehicle fire risk battery fires frequency vehicle miles traveled study Google ↗
- NJDEP| Drive Green NJ · dep.nj.gov
- Study: Electric Vehicles Involved in Fewest Car Fires · kbb.com
- Understanding the Risk of Lithium-Ion Battery Fires - multi-source data analysis · nist.gov
- Data Shows EVs are Less of a Fire Risk than Conventional Cars · fairfaxcounty.gov
- 26-R30: Emergency Management Strategies for Electric Vehicles · vtrc.virginia.gov
- Emergency Management Strategies for Electric Vehicles · rosap.ntl.bts.gov
- Insurance Topics | Electric Vehicle Insurance Rates · content.naic.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
electric vehicle fire rate compared with gasoline vehicles fires per 100,000 vehicles NFPA study AutoinsuranceEZ data limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NTSB electric vehicle battery fire insurance total loss repair costs comprehensive insurance risk OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IIHS electric vehicle fire risk battery fires frequency vehicle miles traveled study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |