Which is better for a recent grad with a clean record: Progressive accident forgiveness policy limits or Liberty Mutual accident forgiveness?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is better for a recent grad with a clean record: Progressive accident forgiveness policy limits or Liberty Mutual accident forgiveness?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Progressive accident forgiveness small accident large accident eligibility policy details 2026 New York Google ↗
Liberty Mutual accident forgiveness eligibility policy details New York 2026 Google ↗
- How Much Does Insurance Go Up After an Accident? · progressive.com
- How Does Accident Forgiveness Work? · valuepenguin.com
- What is accident forgiveness? · safeco.com
- What is accident forgiveness and how does it work? · insurance.com
- Accident Forgiveness Coverage: What Is It? · libertymutual.com
- What Is Accident Forgiveness? · progressive.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Progressive accident forgiveness small accident large accident eligibility policy details 2026 New York OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Liberty Mutual accident forgiveness eligibility policy details New York 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |