Real ChatGPT answer · index seedpqsCR04SVoMcompleteHome services and improvement · roofinginformational
Why do some roofing contractors push CertainTeed Landmark Solaris shingles so hard, and do cool roof ratings actually lower your summer electricity bills by a noticeable amount?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do some roofing contractors push CertainTeed Landmark Solaris shingles so hard, and do cool roof ratings actually lower your summer electricity bills by a noticeable amount?
3 real searches · 1 real-search pass
CertainTeed Landmark Solaris official solar reflectance thermal emittance CRRC ratings warrantyGoogle ↗
OBSERVED
DOE cool roofs energy savings asphalt shingles hot humid climate attic insulation electricity billsGoogle ↗
OBSERVED
Oak Ridge National Laboratory cool roof energy savings residential asphalt shingles hot humid climateGoogle ↗
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
CertainTeed Landmark Solaris official solar reflectance thermal emittance CRRC ratings warranty Google ↗
DOE cool roofs energy savings asphalt shingles hot humid climate attic insulation electricity bills Google ↗
Oak Ridge National Laboratory cool roof energy savings residential asphalt shingles hot humid climate Google ↗
- Cool Asphalt Shingles · energy.gov
- Guide to Cool Roofs · energy.gov
- Cool Roofs · energystar.gov
- Landmark® Solaris® · certainteed.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CertainTeed Landmark Solaris official solar reflectance thermal emittance CRRC ratings warranty OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
DOE cool roofs energy savings asphalt shingles hot humid climate attic insulation electricity bills OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Oak Ridge National Laboratory cool roof energy savings residential asphalt shingles hot humid climate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |