Real ChatGPT answer · index seedLb5Ydv8VwVccompleteHome services and improvement · contractors and remodelingcomparison
Is spray foam insulation worth the extra cost compared to traditional fiberglass batting for an attic conversion we are doing to create a bedroom for our teenager
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is spray foam insulation worth the extra cost compared to traditional fiberglass batting for an attic conversion we are doing to create a bedroom for our teenager
3 real searches · 1 real-search pass
DOE Energy Saver attic insulation spray foam fiberglass air sealing roofline moisture ventilation guidanceGoogle ↗
OBSERVEDInstruction
Building Science Corporation spray foam attic retrofit roofline vapor moisture control fiberglass battsGoogle ↗
OBSERVEDComparison
EPA spray polyurethane foam insulation indoor air quality installation reoccupancy guidanceGoogle ↗
OBSERVEDInstruction
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
DOE Energy Saver attic insulation spray foam fiberglass air sealing roofline moisture ventilation guidance Google ↗
Building Science Corporation spray foam attic retrofit roofline vapor moisture control fiberglass batts Google ↗
EPA spray polyurethane foam insulation indoor air quality installation reoccupancy guidance Google ↗
- GM-2102: Residential Spray Foam Guide · buildingscience.com
- Below Deck Spray Foam Insulation for Existing Roofs · basc.pnnl.gov
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
- Batt Insulation for Existing Vented Attics · basc.pnnl.gov
- Reoccupancy · spraypolyurethane.org
- What to Expect When Having SPF Installed · spraypolyurethane.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DOE Energy Saver attic insulation spray foam fiberglass air sealing roofline moisture ventilation guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Building Science Corporation spray foam attic retrofit roofline vapor moisture control fiberglass batts OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
EPA spray polyurethane foam insulation indoor air quality installation reoccupancy guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |