Real ChatGPT answer · index seedkBaMzoKWBkocompleteReal estate · new constructioninformational

How do mechanically fastened metal roofs compare to dimensional asphalt shingles regarding wind uplift resistance and long term thermal emittance ratings in high wind coastal zones?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do mechanically fastened metal roofs compare to dimensional asphalt shingles regarding wind uplift resistance and long term thermal emittance ratings in high wind coastal zones?
3 real searches · 1 real-search pass
ASTM D7158 asphalt shingles wind resistance classification UL 580 UL 1897 metal roofing uplift testing coastal high windGoogle ↗
OBSERVED
Cool Roof Rating Council CRRC aged thermal emittance metal roofing asphalt shingles aged ratingsGoogle ↗
OBSERVED
FEMA coastal high wind roof covering metal panels asphalt shingles roof deck attachment edge details wind upliftGoogle ↗
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
ASTM D7158 asphalt shingles wind resistance classification UL 580 UL 1897 metal roofing uplift testing coastal high wind Google ↗
Cool Roof Rating Council CRRC aged thermal emittance metal roofing asphalt shingles aged ratings Google ↗
FEMA coastal high wind roof covering metal panels asphalt shingles roof deck attachment edge details wind uplift Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ASTM D7158 asphalt shingles wind resistance classification UL 580 UL 1897 metal roofing uplift testing coastal high wind
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Cool Roof Rating Council CRRC aged thermal emittance metal roofing asphalt shingles aged ratings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FEMA coastal high wind roof covering metal panels asphalt shingles roof deck attachment edge details wind uplift
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1