What are the best strategies to lower my commercial auto insurance premiums if my credit score is mediocre
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best strategies to lower my commercial auto insurance premiums if my credit score is mediocre
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
Pennsylvania commercial auto insurance credit score insurance scoring business auto premiums Pennsylvania law Google ↗
NAIC credit based insurance scores auto insurance consumer guide commercial auto Google ↗
- Insurance Topics | Credit-Based Insurance Scores · content.naic.org
- Credit-Based Insurance Scores Aren’t the Same as a Credit Score. Understand How Credit and Other Factors Determine Your Premiums · content.naic.org
- HOW CREDIT RELATES TO INSURANCE: A FACT SHEET FOR PENNSYLVANIA CONSUMERS · insurance.pa.gov
- Automobile GUIDE INSURANCE The Pennsylvania Insura · pa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pennsylvania commercial auto insurance credit score insurance scoring business auto premiums Pennsylvania law OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NAIC credit based insurance scores auto insurance consumer guide commercial auto OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |