Real ChatGPT answer · index seedxtSwPXoXyZkcompleteInsurance · home insurancecomparison

Comparing Allstate and Liberty Mutual policy limits for water backup and sump pump failure on a fixed income

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Allstate and Liberty Mutual policy limits for water backup and sump pump failure on a fixed income
2 real searches · 1 real-search pass
Allstate homeowners water backup sump pump failure coverage limits endorsement officialGoogle ↗
OBSERVEDReason
Liberty Mutual homeowners water backup sump pump failure coverage limits endorsement officialGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Allstate homeowners water backup sump pump failure coverage limits endorsement official Google ↗
Liberty Mutual homeowners water backup sump pump failure coverage limits endorsement official Google ↗
  1. Optional Homeowners Coverage · allstate.com
  2. Water Backup Coverage · libertymutual.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Allstate homeowners water backup sump pump failure coverage limits endorsement official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Liberty Mutual homeowners water backup sump pump failure coverage limits endorsement official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1