What are the exact policy limits on Progressive accident forgiveness and does Liberty Mutual offer a better commercial alternative for our delivery drivers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the exact policy limits on Progressive accident forgiveness and does Liberty Mutual offer a better commercial alternative for our delivery drivers?
3 real searches · 1 real-search pass
Progressive accident forgiveness policy limits eligibility large accident forgiveness small accident forgiveness official 2026Google ↗
OBSERVEDOther / navigational
Liberty Mutual commercial auto accident forgiveness delivery drivers commercial auto officialGoogle ↗
OBSERVEDOther / navigational
New York commercial auto delivery drivers accident forgiveness Progressive Liberty Mutual policy formsGoogle ↗
OBSERVEDOther / navigational
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). 3 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
Progressive accident forgiveness policy limits eligibility large accident forgiveness small accident forgiveness official 2026 Google ↗
Liberty Mutual commercial auto accident forgiveness delivery drivers commercial auto official Google ↗
New York commercial auto delivery drivers accident forgiveness Progressive Liberty Mutual policy forms Google ↗
- What is accident forgiveness? · libertymutual.com
- Customer Disclaimer · agents.libertymutual.com
- Commercial auto and fleet · business.libertymutual.com
- Small Business Auto Insurance Coverage · libertymutual.com
- What Is Vehicle Liability Insurance? · progressivecommercial.com
- Guide to Understanding Fleet Insurance · progressivecommercial.com
- Commercial auto claims FAQs · business.libertymutual.com
- Commercial Auto Insurance Quote · progressivecommercial.com
- Restaurant deliveries using employee vehicles · business.libertymutual.com
- Quick Help · personal.libertymutual.com
- New York Commercial Auto Insurance · progressivecommercial.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Progressive accident forgiveness policy limits eligibility large accident forgiveness small accident forgiveness official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Liberty Mutual commercial auto accident forgiveness delivery drivers commercial auto official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
New York commercial auto delivery drivers accident forgiveness Progressive Liberty Mutual policy forms OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |