Real ChatGPT answer · index seedkyU0XgeTpq8completeInsurance · umbrella insurancecommercial

Can you find recent customer reviews on Liberty Mutual umbrella insurance and tell me if their rates went up this year?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you find recent customer reviews on Liberty Mutual umbrella insurance and tell me if their rates went up this year?
3 real searches · 1 real-search pass
Liberty Mutual umbrella insurance customer reviews 2026 premium rate increase 2026Google ↗
OBSERVED
Liberty Mutual umbrella policy rate increase 2026 California renewal premiumsGoogle ↗
OBSERVED
Liberty Mutual umbrella insurance reviews customer experiences premium increases RedditGoogle ↗
OBSERVED

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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Liberty Mutual umbrella insurance customer reviews 2026 premium rate increase 2026 Google ↗
Liberty Mutual umbrella policy rate increase 2026 California renewal premiums Google ↗
Liberty Mutual umbrella insurance reviews customer experiences premium increases Reddit Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual umbrella insurance customer reviews 2026 premium rate increase 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual umbrella policy rate increase 2026 California renewal premiums
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual umbrella insurance reviews customer experiences premium increases Reddit
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1