Liberty Mutual personal injury protection benefits compared to State Farm for families dealing with medical bills
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Liberty Mutual personal injury protection benefits compared to State Farm for families dealing with medical bills
3 real searches · 1 real-search pass
Liberty Mutual personal injury protection PIP coverage medical expenses lost wages officialGoogle ↗
OBSERVEDConsequence
State Farm personal injury protection PIP coverage medical expenses lost wages officialGoogle ↗
OBSERVEDConsequence
California auto insurance PIP MedPay coverage requirements California Department of InsuranceGoogle ↗
OBSERVEDReason
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
Liberty Mutual personal injury protection PIP coverage medical expenses lost wages official Google ↗
State Farm personal injury protection PIP coverage medical expenses lost wages official Google ↗
California auto insurance PIP MedPay coverage requirements California Department of Insurance Google ↗
- Personal Injury Protection (PIP) Coverage · libertymutual.com
- Medical Payments Coverage · libertymutual.com
- PERSONAL INJURY PROTECTION COVERAGE · statefarm.com
- State Farm Personal Car Policy Booklet · statefarm.com
- Automobile Insurance Text Version · insurance.ca.gov
- CALIFORNIA DEPARTMENT OF INSURANCE · insurance.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual personal injury protection PIP coverage medical expenses lost wages official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
State Farm personal injury protection PIP coverage medical expenses lost wages official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
California auto insurance PIP MedPay coverage requirements California Department of Insurance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |