What do recent reviews say about getting a fast quote from Liberty Mutual for a newly purchased house in a flood-prone area?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent reviews say about getting a fast quote from Liberty Mutual for a newly purchased house in a flood-prone area?
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 home insurance recent reviews fast quote process flood zone newly purchased house 2026 Google ↗
Liberty Mutual homeowners insurance quote online flood zone underwriting reviews Reddit BBB Trustpilot Google ↗
- Homeowners Insurance | Get a Quote · libertymutual.com
- Liberty Mutual Reviews | Read Customer Service Reviews of www.libertymutual.com · trustpilot.com
- Liberty Mutual | BBB Reviews · bbb.org
- Liberty Mutual Homeowners Insurance Reviews (From First-hand Experiences) · consumeraffairs.com
- Liberty Mutual Home Insurance Review 2026: Coverage and Discounts · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual home insurance recent reviews fast quote process flood zone newly purchased house 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Liberty Mutual homeowners insurance quote online flood zone underwriting reviews Reddit BBB Trustpilot OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |