How does Liberty Mutual calculate accident forgiveness eligibility for drivers who have been with them for over twenty years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does Liberty Mutual calculate accident forgiveness eligibility for drivers who have been with them for over twenty years?
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
Liberty Mutual accident forgiveness eligibility long-time customer 20 years policy requirements official Google ↗
Liberty Mutual accident forgiveness terms eligibility state years insured claims driving record Google ↗
- What is accident forgiveness? · libertymutual.com
- What is accident forgiveness and how does it work? · insurance.com
- INSUREDCopy · public.libertymutual-cdn.com
- Customer Disclaimer · agents.libertymutual.com
- Auto loyalty program · agents.libertymutual.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual accident forgiveness eligibility long-time customer 20 years policy requirements official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Liberty Mutual accident forgiveness terms eligibility state years insured claims driving record OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |