Liberty Mutual roadside assistance claims take way too long during bad weather. What are the top rated roadside assistance add ons for auto insurance policies right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Liberty Mutual roadside assistance claims take way too long during bad weather. What are the top rated roadside assistance add ons for auto insurance policies right now?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best roadside assistance auto insurance add-on providers 2026 ratings claims service AAA State Farm Progressive GEICO Allstate Nationwide OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
roadside assistance coverage auto insurance add-on limits towing mileage dispatch service insurer official AAA 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |