Which national auto insurers include the best roadside assistance add-on for families driving older used cars
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which national auto insurers include the best roadside assistance add-on for families driving older used cars
1 real search · 1 real-search pass
best auto insurance roadside assistance coverage add-on limits towing mileage trip interruption family 2026 State Farm Progressive Geico Allstate Nationwide USAAGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
best auto insurance roadside assistance coverage add-on limits towing mileage trip interruption family 2026 State Farm Progressive Geico Allstate Nationwide USAA Google ↗
- Best Roadside Assistance Plans Of 2026 · tollbit.forbes.com
- Roadside assistance: Which companies offer it & how much it costs · carinsurance.com
- Car Insurance-Provided Roadside Assistance: What You Get · capitalone.com
- Nationwide website · nationwide.com
- Which Roadside Assistance Program is Best? · thezebra.com
- Roadside Assistance · allstate.com
- State Farm website · statefarm.com
- Membership Plans · allstate.com
- Allstate roadside plans · allstate.com
- Progressive website · progressive.com
- GEICO website · geico.com
Queries
1 queries · click a column to sort