Real ChatGPT answer · index seedKBqDYMy2OaocompleteReal estate · new constructioncommercial

My builder is installing architectural asphalt shingles today but I am having second thoughts and want to know if I should switch to a metal roof for my new build in Dallas before they start framing.

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

The searches the AI actually ran for this prompt.

SEED QUERY
My builder is installing architectural asphalt shingles today but I am having second thoughts and want to know if I should switch to a metal roof for my new build in Dallas before they start framing.
3 real searches · 1 real-search pass
Dallas Texas residential roofing code metal roof asphalt shingles hail wind energy cool roof official sourcesGoogle ↗
OBSERVED
standing seam metal roof vs architectural asphalt shingles lifespan cost Texas 2026Google ↗
OBSERVED
Texas Department Insurance hail resistant roofing metal roof insurance discountsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Dallas Texas residential roofing code metal roof asphalt shingles hail wind energy cool roof official sources Google ↗
standing seam metal roof vs architectural asphalt shingles lifespan cost Texas 2026 Google ↗
Texas Department Insurance hail resistant roofing metal roof insurance discounts Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dallas Texas residential roofing code metal roof asphalt shingles hail wind energy cool roof official sources
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
standing seam metal roof vs architectural asphalt shingles lifespan cost Texas 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Texas Department Insurance hail resistant roofing metal roof insurance discounts
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1