My teenage daughter broke down on the interstate tonight and we have Liberty Mutual. How do I file a roadside assistance claim through their app and will it affect our policy rate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My teenage daughter broke down on the interstate tonight and we have Liberty Mutual. How do I file a roadside assistance claim through their app and will it affect our policy rate?
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.
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
site:libertymutual.com roadside assistance app request towing mobile app claims affect premium roadside assistance rate Google ↗
site:libertymutual.com roadside assistance coverage claims surcharge premium increase towing Google ↗
- 24-Hour Roadside Assistance · libertymutual.com
- Mobile App · libertymutual.com
- Should I File a Claim · libertymutual.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:libertymutual.com roadside assistance app request towing mobile app claims affect premium roadside assistance rate OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:libertymutual.com roadside assistance coverage claims surcharge premium increase towing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |