Real ChatGPT answer · index seedFl0zxw7TJaYcompleteInsurance · home insurancecommercial

I am looking for independent reviews of Liberty Mutual home insurance to see if their rates spike drastically after filing a single claim.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am looking for independent reviews of Liberty Mutual home insurance to see if their rates spike drastically after filing a single claim.
3 real searches · 1 real-search pass
Liberty Mutual homeowners insurance rate increase after one claim customer reviews RedditGoogle ↗
OBSERVED
Liberty Mutual home insurance claim premium increase after claim reviews ConsumerAffairs BBBGoogle ↗
OBSERVED
homeowners insurance premium increase after single claim rate surcharge CLUE insurance consumer guidanceGoogle ↗
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 homeowners insurance rate increase after one claim customer reviews Reddit Google ↗
Liberty Mutual home insurance claim premium increase after claim reviews ConsumerAffairs BBB Google ↗
homeowners insurance premium increase after single claim rate surcharge CLUE insurance consumer guidance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual homeowners insurance rate increase after one claim customer reviews Reddit
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual home insurance claim premium increase after claim reviews ConsumerAffairs BBB
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
homeowners insurance premium increase after single claim rate surcharge CLUE insurance consumer guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1