Liberty Mutual roadside assistance left me stranded in the rain for three hours, and I need to know how to escalate my towing reimbursement claim immediately.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Liberty Mutual roadside assistance left me stranded in the rain for three hours, and I need to know how to escalate my towing reimbursement claim immediately.
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). 2 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
Liberty Mutual roadside assistance reimbursement claim phone number escalation customer complaint official Google ↗
Liberty Mutual contact claims customer service complaint executive escalation roadside assistance reimbursement official Google ↗
- Official contact information · libertymutualgroup.com
- Official claims support · libertymutual.com
- File a complaint with Louisiana DOI · ldi.la.gov
- What can the Department of · ldi.la.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual roadside assistance reimbursement claim phone number escalation customer complaint official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Liberty Mutual contact claims customer service complaint executive escalation roadside assistance reimbursement official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |