Real ChatGPT answer · index seedJgVtw3W9c3EcompleteHome services and improvement · roofingcommercial
I am an older homeowner wondering if spray foam roof insulation is safe and effective for keeping my heating bills down during winter.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am an older homeowner wondering if spray foam roof insulation is safe and effective for keeping my heating bills down during winter.
3 real searches · 1 real-search pass
U.S. Department of Energy spray foam insulation attic roof moisture ventilation energy savings guidanceGoogle ↗
OBSERVED
EPA spray polyurethane foam insulation health safety reoccupancy ventilation installationGoogle ↗
OBSERVED
Building America spray foam unvented attic roof sheathing moisture older homes guidanceGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
U.S. Department of Energy spray foam insulation attic roof moisture ventilation energy savings guidance Google ↗
EPA spray polyurethane foam insulation health safety reoccupancy ventilation installation Google ↗
Building America spray foam unvented attic roof sheathing moisture older homes guidance Google ↗
- Unvented Conditioned Attic with Spray Foam Insulation Below Roof Deck · basc.pnnl.gov
- Below Deck Spray Foam Insulation for Existing Roofs · basc.pnnl.gov
- Green Job Hazards - Weather Insulating/Sealing · osha.gov
- Spray Foam Insulation Applied to Existing Attic Floor · basc.pnnl.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy spray foam insulation attic roof moisture ventilation energy savings guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
EPA spray polyurethane foam insulation health safety reoccupancy ventilation installation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Building America spray foam unvented attic roof sheathing moisture older homes guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |