How much money do cool roof coatings actually save on energy bills in a hot climate, and is it a smart DIY project for a tight budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do cool roof coatings actually save on energy bills in a hot climate, and is it a smart DIY project for a tight budget?
2 real searches · 1 real-search pass
cool roof coating energy savings field studies residential hot climates percentage cooling energy DOE OR Lawrence Berkeley National LaboratoryGoogle ↗
OBSERVEDOther / navigational
DIY roof coating costs coverage acrylic elastomeric silicone roof coating application preparation safety manufacturer instructionsGoogle ↗
OBSERVEDInstruction
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
cool roof coating energy savings field studies residential hot climates percentage cooling energy DOE OR Lawrence Berkeley National Laboratory Google ↗
DIY roof coating costs coverage acrylic elastomeric silicone roof coating application preparation safety manufacturer instructions Google ↗
- FSEC-PF-293-95 · fsec.ucf.edu
- Estimating the effect of using cool coatings on energy loads and thermal comfort in residential buildings in various climatic conditions · heatisland.lbl.gov
- Demonstration of Energy Savings of Cool Roofs · eta-publications.lbl.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Cool Roofs · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cool roof coating energy savings field studies residential hot climates percentage cooling energy DOE OR Lawrence Berkeley National Laboratory OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
DIY roof coating costs coverage acrylic elastomeric silicone roof coating application preparation safety manufacturer instructions OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |