Liberty Mutual roadside assistance left me stranded and denied my towing claim so how do I escalate this complaint right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Liberty Mutual roadside assistance left me stranded and denied my towing claim so how do I escalate this complaint 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
Liberty Mutual roadside assistance customer service complaint escalation phone number official 2026 Google ↗
Maryland Insurance Administration file complaint insurance company official consumer complaint Google ↗
- File A Complaint · insurance.maryland.gov
- File A Complaint · insurance.maryland.gov
- Attorney General of Maryland · oag.maryland.gov
- Contact Us · libertymutualgroup.com
- Liberty Mutual Customer Service · libertymutual.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual roadside assistance customer service complaint escalation phone number official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Maryland Insurance Administration file complaint insurance company official consumer complaint OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |