Real ChatGPT answer · index seed6ykySp5QBN0completeTelecom and utilities · energy efficiencycomparison
Does updating old attic insulation with cellulose actually beat fiberglass batts for a DIY job in a sloping roof garage turned study space?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does updating old attic insulation with cellulose actually beat fiberglass batts for a DIY job in a sloping roof garage turned study space?
3 real searches · 1 real-search pass
cellulose vs fiberglass batts sloped roof cathedral ceiling air sealing moisture ventilation building scienceGoogle ↗
OBSERVEDComparison
DOE Energy Saver insulating cathedral ceilings fiberglass cellulose air sealing ventilation bafflesGoogle ↗
OBSERVEDComparison
Building America Solution Center unvented roof assembly insulation cellulose fiberglass climate zone 4AGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
cellulose vs fiberglass batts sloped roof cathedral ceiling air sealing moisture ventilation building science Google ↗
DOE Energy Saver insulating cathedral ceilings fiberglass cellulose air sealing ventilation baffles Google ↗
Building America Solution Center unvented roof assembly insulation cellulose fiberglass climate zone 4A Google ↗
- Building America Case Study: Field Testing an Unvented Roof with Asphalt Shingles in a Cold Climate, Boilingbrook, Illinois (Fact Sheet), Technology Solutions for New and Existing Homes, Energy Efficiency & Renewable Energy (EERE) · energy.gov
- Vented versus Unvented Attic · basc.pnnl.gov
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Condensation Control in Attics and Roofs in Cold Weather · basc.pnnl.gov
- Water Managed Roof – Re-roofing and Adding Insulation Over a Sloped Roof · basc.pnnl.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cellulose vs fiberglass batts sloped roof cathedral ceiling air sealing moisture ventilation building science OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
DOE Energy Saver insulating cathedral ceilings fiberglass cellulose air sealing ventilation baffles OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Building America Solution Center unvented roof assembly insulation cellulose fiberglass climate zone 4A OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |