What are the best auto insurance companies for families that offer comprehensive coverage and reliable roadside assistance without raising rates after one minor fender bender?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best auto insurance companies for families that offer comprehensive coverage and reliable roadside assistance without raising rates after one minor fender bender?
2 real searches · 1 real-search pass
best auto insurance companies accident forgiveness roadside assistance multi car family 2026 USGoogle ↗
OBSERVEDComparison
auto insurance accident forgiveness rules minor at fault accident roadside assistance coverage official insurers State Farm Progressive Amica Nationwide TravelersGoogle ↗
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 auto insurance companies accident forgiveness roadside assistance multi car family 2026 US Google ↗
auto insurance accident forgiveness rules minor at fault accident roadside assistance coverage official insurers State Farm Progressive Amica Nationwide Travelers Google ↗
- Best Car Insurance Companies of November 2026 · cnbc.com
- Best Car Insurance Companies · cars.com
- Progressive auto insurance · progressive.com
- Best Auto Insurance for Families in 2026 · autoinsurance.com
- Best car insurance companies for claims in 2026 · insurance.com
- The Best Car Insurance Providers of 2026 · autoinsurance.com
- Erie Insurance · erieinsurance.com
- The Best Car Insurance Companies of 2026 · nerdwallet.com
- Auto claims forgiveness · amica.com
- Amica Insurance · amica.com
- Accident Forgiveness · nationwide.com
- Full Coverage Insurance · nationwide.com
- Nationwide Insurance · nationwide.com
- Best Car Insurance For Teens in November 2026 · cnbc.com
- Accident Forgiveness Car Insurance · travelers.com
- Travelers Insurance · travelers.com
- The Best Car Insurance Discounts of 2026 · cnbc.com
- GEICO auto insurance · geico.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best auto insurance companies accident forgiveness roadside assistance multi car family 2026 US OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
auto insurance accident forgiveness rules minor at fault accident roadside assistance coverage official insurers State Farm Progressive Amica Nationwide Travelers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |