Is it worth the extra upfront cost to upgrade from architectural asphalt shingles to a standing seam metal roof on our new build for long term energy savings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth the extra upfront cost to upgrade from architectural asphalt shingles to a standing seam metal roof on our new build for long term energy savings?
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
standing seam metal roof vs architectural asphalt shingles energy savings cool roof solar reflectance lifecycle cost residential California Google ↗
California Title 24 cool roof requirements residential new construction roof solar reflectance thermal emittance Google ↗
- Cool Roofs: How They Work · coolcalifornia.arb.ca.gov
- Roof Cost Savings · coolcalifornia.arb.ca.gov
- CA Title 24 · coolroofs.org
- Restructured Energy Code California Code of Regulations Title 24, Part 6 · energy.ca.gov
- Cool Roof Rating Council product directory · coolroofs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
standing seam metal roof vs architectural asphalt shingles energy savings cool roof solar reflectance lifecycle cost residential California OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
California Title 24 cool roof requirements residential new construction roof solar reflectance thermal emittance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |