How do insurance companies calculate repair rates for electric vehicles compared to gas cars, especially if the battery pack gets scratched in a minor fender bender?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do insurance companies calculate repair rates for electric vehicles compared to gas cars, especially if the battery pack gets scratched in a minor fender bender?
2 real searches · 1 real-search pass
electric vehicle battery underbody damage inspection repair procedures scratched battery enclosure insurance estimate manufacturer guidance NHTSAGoogle ↗
OBSERVEDConsequence
EV collision repair battery pack damage insurance total loss repair costs battery enclosure manufacturer proceduresGoogle ↗
OBSERVEDInstruction
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). 1 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 battery underbody damage inspection repair procedures scratched battery enclosure insurance estimate manufacturer guidance NHTSA Google ↗
EV collision repair battery pack damage insurance total loss repair costs battery enclosure manufacturer procedures Google ↗
- Position Paper on the Reparability of High-Voltage Electric Vehicle Batteries · azt-automotive.com
- INSURING THE FUTURE: ELECTRIC VEHICLES · namic.org
- Electric and Hybrid Vehicles: Battery, Charging & Safety · nhtsa.gov
- TN-14-16-004 R8 July 15, 2025 Model: | Vehicle System: | Tesla, Inc. Technical Note Region: --- | --- | --- TN-14-16-004 R8 July 15, 2025 2012 – 2020 Model S 2015 – 2020 Model X | 16 - Battery System · service.tesla.com
- Preparing a Total Loss Vehicle for Transport · service.tesla.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
electric vehicle battery underbody damage inspection repair procedures scratched battery enclosure insurance estimate manufacturer guidance NHTSA OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
EV collision repair battery pack damage insurance total loss repair costs battery enclosure manufacturer procedures OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |