Real ChatGPT answer · index seedBG6U2ISlKEocompleteHome services and improvement · roofingcommercial
How much money can I realistically save on my energy bills by adding spray foam insulation to my commercial roof structure?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money can I realistically save on my energy bills by adding spray foam insulation to my commercial roof structure?
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
commercial building roof insulation energy savings spray polyurethane foam roof retrofit percentage energy bills study Google ↗
DOE commercial roof insulation energy savings roof insulation heating cooling energy use Google ↗
- Insulation Savings Existing Buildings · polyiso.org
- Do energy retrofits work? Evidence from commercial and residential buildings in Phoenix · sciencedirect.com
- Roof Cost Savings · coolcalifornia.arb.ca.gov
- Potential benefits of cool roofs on commercial buildings: conserving energy, saving money, and reducing emission of greenhouse gases and air pollutants · bies.lbl.gov
- 1. Roofing Roofing presents a major opportunity f · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial building roof insulation energy savings spray polyurethane foam roof retrofit percentage energy bills study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
DOE commercial roof insulation energy savings roof insulation heating cooling energy use OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |