Real ChatGPT answer · index seedr2RHPlNbWOAcompleteInsurance · renters insurancecomparison

Is Liberty Mutual better than Progressive for renters insurance if I live in a flood-prone college town near the coast?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Liberty Mutual better than Progressive for renters insurance if I live in a flood-prone college town near the coast?
3 real searches · 1 real-search pass
Liberty Mutual renters insurance flood coverage water damage replacement cost additional living expenses officialGoogle ↗
OBSERVEDConsequence
Progressive renters insurance flood coverage water damage replacement cost additional living expenses officialGoogle ↗
OBSERVEDComparison
FEMA renters flood insurance personal property NFIP coverage limits 2026Google ↗
OBSERVEDOther / navigational

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 / navigational33%Comparison33%Consequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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 renters insurance flood coverage water damage replacement cost additional living expenses official Google ↗
Progressive renters insurance flood coverage water damage replacement cost additional living expenses official Google ↗
FEMA renters flood insurance personal property NFIP coverage limits 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual renters insurance flood coverage water damage replacement cost additional living expenses official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Progressive renters insurance flood coverage water damage replacement cost additional living expenses official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
FEMA renters flood insurance personal property NFIP coverage limits 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1