How much can I realistically save on my auto insurance by switching from Allstate to a pay-per-mile insurance company since I am retired and rarely drive on the highway?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much can I realistically save on my auto insurance by switching from Allstate to a pay-per-mile insurance company since I am retired and rarely drive on the highway?
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
Massachusetts pay per mile auto insurance companies mileage based insurance 2026 Allstate Milewise availability Google ↗
Massachusetts low mileage car insurance discounts retired drivers pay per mile insurance rates Google ↗
- Pay-Per-Mile Car Insurance: What You Need to Know · policygenius.com
- Pay-per-mile car insurance: How does it work? · insurance.com
- Should You Switch to Pay-Per-Mile Car Insurance? · valuepenguin.com
- Basics of Auto Insurance · mass.gov
- Auto Insurance: How Asking about Discounts Might Help Save You Money · mass.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Massachusetts pay per mile auto insurance companies mileage based insurance 2026 Allstate Milewise availability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Massachusetts low mileage car insurance discounts retired drivers pay per mile insurance rates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |