Real ChatGPT answer · index seednqt8SR50LuIcompleteHome services and improvement · roofingcommercial
Which roofing materials hold up best to severe summer heat while keeping cooling bills low for a family of four?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which roofing materials hold up best to severe summer heat while keeping cooling bills low for a family of four?
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
best roofing materials hot climates cool roof metal tile asphalt shingles solar reflectance ENERGY STAR DOE Google ↗
cool roofs energy savings roofing materials durability hot climates metal tile official guidance Google ↗
- Cool Roofs · energystar.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- U.S. DEPARTMENT OF ENERGY https://www.energy.gov/energysaver/cool-roofs · oldsaybrookct.gov
- Cool Roof · basc.pnnl.gov
- Using Cool Roofs to Reduce Heat Islands · epa.gov
- For Home and Building Owners · coolroofs.org
- Guidelines for Selecting Cool Roofs · www1.eere.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best roofing materials hot climates cool roof metal tile asphalt shingles solar reflectance ENERGY STAR DOE OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
cool roofs energy savings roofing materials durability hot climates metal tile official guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |