Real ChatGPT answer · index seedWgDsUYsKyMIcompleteInsurance · home insurancecomparison

Which is better for young homeowners worried about basement backup and sump pump failure, State Farm or Allstate?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which is better for young homeowners worried about basement backup and sump pump failure, State Farm or Allstate?
3 real searches · 1 real-search pass
State Farm homeowners insurance water backup sump pump failure coverage endorsement limits officialGoogle ↗
OBSERVEDReason
Allstate homeowners insurance water backup sump pump failure coverage endorsement limits officialGoogle ↗
OBSERVEDReason
Minnesota homeowners insurance sewer backup sump pump coverage Department of CommerceGoogle ↗
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%ComparisonConsequenceReason67%DefinitionInstructionYes / 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
State Farm homeowners insurance water backup sump pump failure coverage endorsement limits official Google ↗
Allstate homeowners insurance water backup sump pump failure coverage endorsement limits official Google ↗
Minnesota homeowners insurance sewer backup sump pump coverage Department of Commerce Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
State Farm homeowners insurance water backup sump pump failure coverage endorsement limits official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Allstate homeowners insurance water backup sump pump failure coverage endorsement limits official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Minnesota homeowners insurance sewer backup sump pump coverage Department of Commerce
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1