Real ChatGPT answer · index seed17uLyVEeZ5AcompleteInsurance · home insurancecomparison

Is Erie Insurance better than Liberty Mutual for families in the Midwest worried about winter storm damage and frozen pipes

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Erie Insurance better than Liberty Mutual for families in the Midwest worried about winter storm damage and frozen pipes
3 real searches · 1 real-search pass
Erie Insurance homeowners insurance winter storm frozen pipes water damage coverage service line ordinance exclusions official policy MidwestGoogle ↗
OBSERVEDOther / navigational
Liberty Mutual homeowners insurance frozen pipes winter storm water damage coverage exclusions officialGoogle ↗
OBSERVEDComparison
Erie Insurance vs Liberty Mutual homeowners insurance customer satisfaction claims handling Midwest 2025 2026Google ↗
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 / navigational33%Comparison67%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
Erie Insurance homeowners insurance winter storm frozen pipes water damage coverage service line ordinance exclusions official policy Midwest Google ↗
Liberty Mutual homeowners insurance frozen pipes winter storm water damage coverage exclusions official Google ↗
Erie Insurance vs Liberty Mutual homeowners insurance customer satisfaction claims handling Midwest 2025 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Erie Insurance homeowners insurance winter storm frozen pipes water damage coverage service line ordinance exclusions official policy Midwest
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Liberty Mutual homeowners insurance frozen pipes winter storm water damage coverage exclusions official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Erie Insurance vs Liberty Mutual homeowners insurance customer satisfaction claims handling Midwest 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1