Why is USAA quoting me higher than expected for liability-only coverage even though I have a clean driving record and military background?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why is USAA quoting me higher than expected for liability-only coverage even though I have a clean driving record and military background?
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
USAA auto insurance factors affect premium liability coverage clean driving record military eligibility official Google ↗
Pennsylvania auto insurance rating factors insurance department credit score territory prior insurance official Google ↗
- HOW CREDIT RELATES TO INSURANCE: A FACT SHEET FOR PENNSYLVANIA CONSUMERS · insurance.pa.gov
- Insurance Topics | Credit-Based Insurance Scores · content.naic.org
- Military Car Insurance · usaa.com
- Using your Auto Insurance · usaa.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
USAA auto insurance factors affect premium liability coverage clean driving record military eligibility official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pennsylvania auto insurance rating factors insurance department credit score territory prior insurance official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |