Real ChatGPT answer · index seed0nHusLx1wtIcompleteHome services and improvement · roofingcommercial

Could you compare the durability and warranty of architectural shingles versus standing seam metal roofs for a house with heavy tree cover?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Could you compare the durability and warranty of architectural shingles versus standing seam metal roofs for a house with heavy tree cover?
2 real searches · 1 real-search pass
architectural asphalt shingles limited warranty algae wind coverage official manufacturer GAF Timberline HDZ warranty PDFGoogle ↗
OBSERVED
standing seam metal roofing paint warranty corrosion warranty manufacturer residential officialGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
architectural asphalt shingles limited warranty algae wind coverage official manufacturer GAF Timberline HDZ warranty PDF Google ↗
standing seam metal roofing paint warranty corrosion warranty manufacturer residential official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
architectural asphalt shingles limited warranty algae wind coverage official manufacturer GAF Timberline HDZ warranty PDF
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
standing seam metal roofing paint warranty corrosion warranty manufacturer residential official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1