What are the pros and cons of choosing metal roofing over standard architectural shingles for energy efficiency in hot southern climates
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of choosing metal roofing over standard architectural shingles for energy efficiency in hot southern climates
2 real searches · 1 real-search pass
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
DOE cool roofs metal roofing asphalt shingles solar reflectance thermal emittance hot climates energy efficiency attic insulation ventilation Google ↗
ENERGY STAR cool roof products metal asphalt shingles solar reflectance energy savings southern climate Google ↗
- Consumer Guide to Cool Roofs · energy.gov
- Cool Asphalt Shingles · energy.gov
- Cool Roofs · energystar.gov
- Guidelines for Selecting Cool Roofs · www1.eere.energy.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Cool Roof Rating Council product directory · coolroofs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DOE cool roofs metal roofing asphalt shingles solar reflectance thermal emittance hot climates energy efficiency attic insulation ventilation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ENERGY STAR cool roof products metal asphalt shingles solar reflectance energy savings southern climate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |