What are the best auto insurance companies for recent college graduates who just bought their first brand new car and need full coverage
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best auto insurance companies for recent college graduates who just bought their first brand new car and need full coverage
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 young drivers full coverage new car replacement discounts 2026 US Google ↗
Oklahoma auto insurance minimum requirements full coverage young drivers insurers discounts 2026 Google ↗
- Cheap Full Coverage Auto Insurance for 2026 · nerdwallet.com
- Best Car Insurance For Teens in November 2026 · cnbc.com
- Best Car Insurance Companies for 2026 · moneygeek.com
- Cheapest Car Insurance for College Students in 2026 · cnbc.com
- Best Car Insurance Companies in Oklahoma (2026 Review) · moneygeek.com
- Cheapest Car Insurance in Oklahoma for 2026 · experian.com
- How Much is Auto Insurance for Young Adults? · thezebra.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best car insurance companies young drivers full coverage new car replacement discounts 2026 US OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Oklahoma auto insurance minimum requirements full coverage young drivers insurers discounts 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |