Real ChatGPT answer · index seed8N01k9c98P8completeReal estate · housing marketsinformational

How are underwriters evaluating roof age and shingle material conditions under the newest underwriting guidelines for homes over fifteen years old in tornado-prone areas?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How are underwriters evaluating roof age and shingle material conditions under the newest underwriting guidelines for homes over fifteen years old in tornado-prone areas?
2 real searches · 1 real-search pass
2026 homeowners insurance underwriting roof age shingles condition older than 15 years wind hail tornado prone guidelines insurersGoogle ↗
OBSERVEDReason
home insurance roof age underwriting actual cash value roof schedule 15 years shingles condition state insurance departmentGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence50%Reason50%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
2026 homeowners insurance underwriting roof age shingles condition older than 15 years wind hail tornado prone guidelines insurers Google ↗
home insurance roof age underwriting actual cash value roof schedule 15 years shingles condition state insurance department Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 homeowners insurance underwriting roof age shingles condition older than 15 years wind hail tornado prone guidelines insurers
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
home insurance roof age underwriting actual cash value roof schedule 15 years shingles condition state insurance department
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1