Real ChatGPT answer · index seedOTMsEjCMEFEcompleteInsurance · renters insurancecomparison

Is USAA renters insurance better than Liberty Mutual for active duty military families who need custom endorsements like sewer backup protection?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is USAA renters insurance better than Liberty Mutual for active duty military families who need custom endorsements like sewer backup protection?
3 real searches · 1 real-search pass
USAA renters insurance sewer backup endorsement active duty military families coverage comparison Liberty Mutual renters insurance water backup endorsement military benefitsGoogle ↗
OBSERVEDComparison
USAA renters insurance official water backup coverage endorsement sewer drain backupGoogle ↗
OBSERVEDComparison
Liberty Mutual renters insurance official water backup coverage endorsement sewer backupGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
USAA renters insurance sewer backup endorsement active duty military families coverage comparison Liberty Mutual renters insurance water backup endorsement military benefits Google ↗
USAA renters insurance official water backup coverage endorsement sewer drain backup Google ↗
Liberty Mutual renters insurance official water backup coverage endorsement sewer backup Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
USAA renters insurance sewer backup endorsement active duty military families coverage comparison Liberty Mutual renters insurance water backup endorsement military benefits
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
USAA renters insurance official water backup coverage endorsement sewer drain backup
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Liberty Mutual renters insurance official water backup coverage endorsement sewer backup
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1