Real ChatGPT answer · index seedOy0rcBVyPcUcompleteHome services and improvement · roofingcomparison

How do clay tile roofs compare to architectural shingles in terms of insurance premiums for families living in tornado alley?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do clay tile roofs compare to architectural shingles in terms of insurance premiums for families living in tornado alley?
2 real searches · 1 real-search pass
homeowners insurance clay tile roof vs architectural asphalt shingles wind hail premiums Texas Oklahoma Kansas roof material underwritingGoogle ↗
OBSERVEDComparison
Texas Oklahoma homeowners insurance roof material discounts clay tile architectural shingles hail wind mitigation roof replacement costGoogle ↗
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). 1 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
homeowners insurance clay tile roof vs architectural asphalt shingles wind hail premiums Texas Oklahoma Kansas roof material underwriting Google ↗
Texas Oklahoma homeowners insurance roof material discounts clay tile architectural shingles hail wind mitigation roof replacement cost Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
homeowners insurance clay tile roof vs architectural asphalt shingles wind hail premiums Texas Oklahoma Kansas roof material underwriting
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas Oklahoma homeowners insurance roof material discounts clay tile architectural shingles hail wind mitigation roof replacement cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1