What are the best ways to get my auto insurance rates down after a recent rate hike pushed my budget to the limit?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best ways to get my auto insurance rates down after a recent rate hike pushed my budget to the limit?
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). 1 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
NAIC consumer guide auto insurance shopping discounts deductibles coverage state insurance department Google ↗
North Dakota Insurance Department auto insurance consumer shopping compare rates discounts Google ↗
- Auto · insurance.nd.gov
- 2026 AUTO INSURANCE Cost Comparison Survey 2026 · insurance.nd.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NAIC consumer guide auto insurance shopping discounts deductibles coverage state insurance department OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
North Dakota Insurance Department auto insurance consumer shopping compare rates discounts OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |