Does Progressive offer a better safe driver discount program for someone like me who just got their license compared to what Liberty Mutual offers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does Progressive offer a better safe driver discount program for someone like me who just got their license compared to what Liberty Mutual offers?
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
Progressive Snapshot new drivers newly licensed driver discount program how it works 2026 Google ↗
Liberty Mutual RightTrack newly licensed drivers safe driver discount program how it works 2026 Google ↗
- Snapshot Frequently Asked Questions · progressive.com
- Snapshot Mobile Terms and Conditions · progressive.com
- RightTrack® Safe Driver Program · libertymutual-quotes.com
- RightTrack® · libertymutual.com
- RightTrack Terms & Conditions Agent · libertymutual.com
- Snapshot Rewards You for Good Driving · progressive.com
- Snapshot® Terms & Conditions · progressive.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Progressive Snapshot new drivers newly licensed driver discount program how it works 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Liberty Mutual RightTrack newly licensed drivers safe driver discount program how it works 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |