What are the energy efficiency differences between metal roofs and architectural asphalt shingles for new builds in hot climates?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the energy efficiency differences between metal roofs and architectural asphalt shingles for new builds in hot 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
cool roof metal roofing asphalt shingles solar reflectance energy savings hot climates DOE ENERGY STAR Google ↗
Oak Ridge National Laboratory cool roof metal asphalt shingles attic heat transfer hot climate Google ↗
- Guide to Cool Roofs · energy.gov
- Cool Roofs · energystar.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Cool Roof Rating Council · coolroofs.org
- Performance Evaluation of Advanced Retrofit Roof Technologies Using Field-test Data – Phase Three Final Report, Volume 1 · ornl.gov
- ORNL/TM-2014/141 · info.ornl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cool roof metal roofing asphalt shingles solar reflectance energy savings hot climates DOE ENERGY STAR OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Oak Ridge National Laboratory cool roof metal asphalt shingles attic heat transfer hot climate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |