Assess the policy surcharge disparity between Liberty Mutual and Progressive during the first renewal cycle after adding a sixteen-year-old male driver.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Assess the policy surcharge disparity between Liberty Mutual and Progressive during the first renewal cycle after adding a sixteen-year-old male driver.
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Liberty Mutual Progressive adding teen driver 16 year old male renewal premium increase surcharge comparison 2025 2026 Google ↗
teen driver insurance rates by company Liberty Mutual Progressive 16 year old male renewal Google ↗
- Cheapest Car Insurance for 16-Year-Olds (2026) · compare.com
- Adding a Child to Your Auto Insurance · compare.com
- How to get cheap car insurance for teen drivers · libertymutual.com
- Car Insurance for Teens & Young Drivers · libertymutual.com
- What Age Does Car Insurance Get Cheaper? · progressive.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual Progressive adding teen driver 16 year old male renewal premium increase surcharge comparison 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
teen driver insurance rates by company Liberty Mutual Progressive 16 year old male renewal OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |