Real ChatGPT answer · index seed7ektl7H4Q7QcompleteHome services and improvement · roofingcomparison
Is it worth paying extra for cool roof certified shingles to lower summer electric bills in a poorly insulated rental property I am fixing up?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth paying extra for cool roof certified shingles to lower summer electric bills in a poorly insulated rental property I am fixing up?
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 roof shingles residential energy savings poorly insulated attic insulation DOE ENERGY STAR cool roofs asphalt shingles Google ↗
Virginia climate cool roof shingles energy savings residential attic insulation guidance Google ↗
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Cool Roofs · energystar.gov
- Search rated roofing products · coolroofs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cool roof shingles residential energy savings poorly insulated attic insulation DOE ENERGY STAR cool roofs asphalt shingles OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Virginia climate cool roof shingles energy savings residential attic insulation guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |