What are the best strategies to lower my auto insurance premium when switching from a compact sedan to a heavy full size electric truck?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best strategies to lower my auto insurance premium when switching from a compact sedan to a heavy full size electric truck?
3 real searches · 1 real-search pass
how to lower auto insurance premiums compare quotes deductibles bundling telematics mileage vehicle insurance official consumer guidanceGoogle ↗
OBSERVEDComparison
electric vehicle insurance premiums repair costs battery replacement insurance factors IIHS insurance institute 2025 2026Google ↗
OBSERVEDConsequence
Louisiana Department of Insurance auto insurance discounts uninsured motorist deductibles consumer guideGoogle ↗
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). 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
how to lower auto insurance premiums compare quotes deductibles bundling telematics mileage vehicle insurance official consumer guidance Google ↗
electric vehicle insurance premiums repair costs battery replacement insurance factors IIHS insurance institute 2025 2026 Google ↗
Louisiana Department of Insurance auto insurance discounts uninsured motorist deductibles consumer guide Google ↗
- Insurance Topics | Telematics · content.naic.org
- Usage-based insurance · insurance.wa.gov
- How to Lower Your Car Insurance Rates · consumerreports.org
- Insurance Topics | Electric Vehicle Insurance Rates · content.naic.org
- Consumer's Guide to Auto Insurance · ldi.la.gov
- Auto Insurance Shopping Guide · idoi.illinois.gov
- Louisiana Department of Insurance · ldi.la.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to lower auto insurance premiums compare quotes deductibles bundling telematics mileage vehicle insurance official consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
electric vehicle insurance premiums repair costs battery replacement insurance factors IIHS insurance institute 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Louisiana Department of Insurance auto insurance discounts uninsured motorist deductibles consumer guide OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |