Real ChatGPT answer · index seedjH2gOnrj3nccompleteReal estate · new constructioninformational

Are asphalt shingles or metal roofs better for handling heavy hail and summer heat here in Texas on a newly built two-story house?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are asphalt shingles or metal roofs better for handling heavy hail and summer heat here in Texas on a newly built two-story house?
1 real search · 1 real-search pass
Texas hail resistant roofing metal vs asphalt shingles Class 4 impact resistant shingles energy cool roof guidance TexasGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Texas hail resistant roofing metal vs asphalt shingles Class 4 impact resistant shingles energy cool roof guidance Texas Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas hail resistant roofing metal vs asphalt shingles Class 4 impact resistant shingles energy cool roof guidance Texas
OBSERVED
Google ↗
AI Mode ↗
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