Can you list the top three car insurance companies for beginners that offer the best mix of safe driver discounts and low rates
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list the top three car insurance companies for beginners that offer the best mix of safe driver discounts and low rates
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
best car insurance companies for new drivers safe driver discounts low rates 2026 State Farm GEICO Progressive Google ↗
Oklahoma car insurance average rates new drivers safe driver discount State Farm GEICO Progressive 2026 Google ↗
- The Best Cheap Car Insurance for New Drivers · valuepenguin.com
- Best Car Insurance for Good Drivers (2026) · insurify.com
- Car Insurance Discounts in Oklahoma · insurify.com
- Who Has the Cheapest Car Insurance Quotes in Oklahoma? (2026) · valuepenguin.com
- Best and cheapest car insurance in Oklahoma (2026 rates) · insure.com
- Get a State Farm quote · statefarm.com
- Get a Progressive quote · progressive.com
- Get a GEICO quote · geico.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best car insurance companies for new drivers safe driver discounts low rates 2026 State Farm GEICO Progressive OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Oklahoma car insurance average rates new drivers safe driver discount State Farm GEICO Progressive 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |