I need to add my teenager to my policy by this afternoon and I want to know which major auto insurers have the most forgiving rates for new teenage drivers right now.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to add my teenager to my policy by this afternoon and I want to know which major auto insurers have the most forgiving rates for new teenage drivers right now.
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
Michigan auto insurance rates adding teen driver major insurers 2026 State Farm Progressive Auto-Owners Frankenmuth AAA Allstate Google ↗
Michigan teen driver insurance discounts good student driver training multi car official insurer Google ↗
- Estimate Teen Car Insurance Costs in Michigan · insure.com
- Cheapest Car Insurance in Michigan (2026) · lendingtree.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Michigan auto insurance rates adding teen driver major insurers 2026 State Farm Progressive Auto-Owners Frankenmuth AAA Allstate OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Michigan teen driver insurance discounts good student driver training multi car official insurer OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |