Real ChatGPT answer · index seedbvmzc8SJQywcompleteInsurance · home insuranceinformational

Which insurance carriers currently offer the best premium credits for retrofitting a roof with impact-resistant shingles in hail-prone regions like North Texas?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance carriers currently offer the best premium credits for retrofitting a roof with impact-resistant shingles in hail-prone regions like North Texas?
2 real searches · 1 real-search pass
2026 Texas homeowners insurance Class 4 impact resistant roof discount carriers North Texas premium credit State Farm Allstate Farmers Nationwide USAA Texas Farm BureauGoogle ↗
OBSERVEDComparison
Texas insurer Class 4 roof discount impact resistant shingles homeowners insurance discount Texas Department InsuranceGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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 Texas homeowners insurance Class 4 impact resistant roof discount carriers North Texas premium credit State Farm Allstate Farmers Nationwide USAA Texas Farm Bureau Google ↗
Texas insurer Class 4 roof discount impact resistant shingles homeowners insurance discount Texas Department Insurance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Texas homeowners insurance Class 4 impact resistant roof discount carriers North Texas premium credit State Farm Allstate Farmers Nationwide USAA Texas Farm Bureau
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas insurer Class 4 roof discount impact resistant shingles homeowners insurance discount Texas Department Insurance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1