Real ChatGPT answer · index seedUmUUuJP37XUcompleteHome services and improvement · roofinginformational
Are reflective cool roof coatings a waste of money in colder northern climates where I actually want heat retention in the winter?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are reflective cool roof coatings a waste of money in colder northern climates where I actually want heat retention in the winter?
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 roofs cold climates winter heating penalty energy savings northern climate Department of Energy study Google ↗
cool roof coatings climate zone heating cooling tradeoff roof insulation attic northern climates Google ↗
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Cool Roofs · heatisland.lbl.gov
- Guidelines for Selecting Cool Roofs · energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cool roofs cold climates winter heating penalty energy savings northern climate Department of Energy study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
cool roof coatings climate zone heating cooling tradeoff roof insulation attic northern climates OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |