Real ChatGPT answer · index seed22zSQQxDHQUcompleteHome services and improvement · roofingcommercial
Can you give me a breakdown of the best asphalt shingle brand comparisons for energy efficiency and keeping summer cooling bills low?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a breakdown of the best asphalt shingle brand comparisons for energy efficiency and keeping summer cooling bills low?
1 real search · 1 real-search pass
best energy efficient reflective asphalt shingles brand comparison solar reflectance thermal emittance GAF Owens Corning CertainTeed MalarkeyGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
best energy efficient reflective asphalt shingles brand comparison solar reflectance thermal emittance GAF Owens Corning CertainTeed Malarkey Google ↗
- Energy Ratings · gaf.com
- Consumer Guide to Cool Roofs · energy.gov
- Guidelines for Selecting Cool Roofs · energy.gov
- FSEC-CR-670-00 · fsec.ucf.edu
- Guidelines for Selecting Cool Roofs · www1.eere.energy.gov
- Home Cooling · energy.gov
- Cool Asphalt Shingles · energy.gov