Will a series of unpaid parking tickets in Boston affect my renewal rate with Liberty Mutual, or is that myth regarding auto insurance underwriting?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Will a series of unpaid parking tickets in Boston affect my renewal rate with Liberty Mutual, or is that myth regarding auto insurance underwriting?
3 real searches · 1 real-search pass
Massachusetts unpaid parking tickets insurance premium underwriting parking violations driving record RMV registration renewal Liberty MutualGoogle ↗
OBSERVEDShort fact
Massachusetts Division of Insurance auto insurance rating factors driving record parking ticketsGoogle ↗
OBSERVEDReason
Massachusetts RMV unpaid parking tickets registration renewal nonrenewal hold officialGoogle ↗
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
Massachusetts unpaid parking tickets insurance premium underwriting parking violations driving record RMV registration renewal Liberty Mutual Google ↗
Massachusetts Division of Insurance auto insurance rating factors driving record parking tickets Google ↗
Massachusetts RMV unpaid parking tickets registration renewal nonrenewal hold official Google ↗
- Safe Driver Insurance Plan (SDIP) and your auto insurance policy · mass.gov
- Surchargeable incidents · mass.gov
- Report of the Comprehensive Market Conduct Examination of Liberty Mutual Insurance Company · mass.gov
- Non-Renewal Program Manual · mass.gov
- Parking Ticket FAQs · content.boston.gov
- Renew your vehicle or trailer registration · mass.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Massachusetts unpaid parking tickets insurance premium underwriting parking violations driving record RMV registration renewal Liberty Mutual OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Massachusetts Division of Insurance auto insurance rating factors driving record parking tickets OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Massachusetts RMV unpaid parking tickets registration renewal nonrenewal hold official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |