I need to compare the cooling efficiency of a light colored metal roof versus cool roof asphalt shingles on a new construction home in the desert
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to compare the cooling efficiency of a light colored metal roof versus cool roof asphalt shingles on a new construction home in the desert
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 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
DOE cool roofs metal roofing asphalt shingles solar reflectance thermal emittance desert climate comparison Google ↗
ENERGY STAR cool roof asphalt shingles metal roofing solar reflectance thermal emittance California Title 24 Google ↗
- Cool Roofs: How They Work · coolcalifornia.arb.ca.gov
- Product Comparison · coolcalifornia.arb.ca.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Guidelines for Selecting Cool Roofs · energy.gov
- Guidelines for Selecting Cool Roofs · www1.eere.energy.gov
- CA Title 24 · coolroofs.org
- Cool Roofs: Codes and Standards · coolcalifornia.arb.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DOE cool roofs metal roofing asphalt shingles solar reflectance thermal emittance desert climate comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR cool roof asphalt shingles metal roofing solar reflectance thermal emittance California Title 24 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |