Progressive accident forgiveness keeps raising our rates after my teen driver clipped a mailbox so what are the best auto insurers with better forgiveness limits for families?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Progressive accident forgiveness keeps raising our rates after my teen driver clipped a mailbox so what are the best auto insurers with better forgiveness limits for families?
2 real searches · 1 real-search pass
Pennsylvania auto insurance accident forgiveness teen driver household Erie Nationwide Allstate Travelers Liberty Mutual USAA eligibility rules 2026Google ↗
OBSERVEDShort fact
best car insurance companies accident forgiveness Pennsylvania family teen driver accident forgiveness coverage eligibilityGoogle ↗
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
Pennsylvania auto insurance accident forgiveness teen driver household Erie Nationwide Allstate Travelers Liberty Mutual USAA eligibility rules 2026 Google ↗
best car insurance companies accident forgiveness Pennsylvania family teen driver accident forgiveness coverage eligibility Google ↗
- How Does Accident Forgiveness Work? · valuepenguin.com
- Best Car Insurance in Pennsylvania for 2026 · nerdwallet.com
- What is accident forgiveness and how does it work? · insurance.com
- Accident Forgiveness Car Insurance · travelers.com
- Accident Forgiveness: How It Works and Is It Worth It? · insurify.com
- Get Cheap Car Insurance in Pennsylvania (2026) · lendingtree.com
- The Best Cheap Philadelphia Car Insurance Companies · valuepenguin.com
- Cheapest car insurance for high-risk drivers in Pennsylvania · insurance.com
- Best Car Insurance Companies in Pennsylvania (2026 Review) · moneygeek.com
- Cheapest Car Insurance in Pennsylvania (Best Rates in 2026) · valuepenguin.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pennsylvania auto insurance accident forgiveness teen driver household Erie Nationwide Allstate Travelers Liberty Mutual USAA eligibility rules 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
best car insurance companies accident forgiveness Pennsylvania family teen driver accident forgiveness coverage eligibility OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |