Can you pull up recent reviews on Liberty Mutual home insurance to see if they raise rates after the first year for families in Ohio?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you pull up recent reviews on Liberty Mutual home insurance to see if they raise rates after the first year for families in Ohio?
3 real searches · 1 real-search pass
Liberty Mutual homeowners insurance Ohio renewal rate increase after first year reviews 2025 2026Google ↗
OBSERVEDConsequence
Liberty Mutual home insurance rate increase first renewal customer reviews Ohio RedditGoogle ↗
OBSERVEDReason
Liberty Mutual homeowners insurance renewal premium increase complaints Ohio Department InsuranceGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Liberty Mutual homeowners insurance Ohio renewal rate increase after first year reviews 2025 2026 Google ↗
Liberty Mutual home insurance rate increase first renewal customer reviews Ohio Reddit Google ↗
Liberty Mutual homeowners insurance renewal premium increase complaints Ohio Department Insurance Google ↗
- Liberty Mutual 2026 User Reviews and Ratings · insurify.com
- Liberty Mutual 2026 User Reviews and Ratings · insurify.com
- Liberty Mutual Homeowners Insurance Reviews (From First-hand Experiences) · consumeraffairs.com
- Liberty Mutual homeowners insurance review 2026 · insurance.com
- Ohio Homeowners Insurance Rate Tracker (2026) · insurancegeek.com
- consumer complaint ratio database · insurance.ohio.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual homeowners insurance Ohio renewal rate increase after first year reviews 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Liberty Mutual home insurance rate increase first renewal customer reviews Ohio Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Liberty Mutual homeowners insurance renewal premium increase complaints Ohio Department Insurance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |