Liberty Mutual is quoting me an insane amount for adding a teenager to my policy today, are there better alternatives for families with new drivers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Liberty Mutual is quoting me an insane amount for adding a teenager to my policy today, are there better alternatives for families with new drivers?
2 real searches · 1 real-search pass
best car insurance companies for families with teen drivers Illinois 2026 rates discounts State Farm Erie Auto-Owners Travelers AmicaGoogle ↗
OBSERVEDComparison
Illinois auto insurance teen driver discounts good student driver training distant student multi car family policy 2026Google ↗
OBSERVEDComparison
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 families with teen drivers Illinois 2026 rates discounts State Farm Erie Auto-Owners Travelers Amica Google ↗
Illinois auto insurance teen driver discounts good student driver training distant student multi car family policy 2026 Google ↗
- Cheap Teen Car Insurance in Illinois (Best Rates 2026) · insurify.com
- Best Car Insurance for Teens and Young Drivers · lendingtree.com
- Cheapest Car Insurance in Illinois for 2026 · moneygeek.com
- Cheap Car Insurance for Teens and Young Drivers · valuepenguin.com
- Auto Insurance Shopping Guide · idoi.illinois.gov
- How to get cheap car insurance for teen drivers · libertymutual.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 families with teen drivers Illinois 2026 rates discounts State Farm Erie Auto-Owners Travelers Amica OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Illinois auto insurance teen driver discounts good student driver training distant student multi car family policy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |