What are the exact attic insulation and air sealing requirements needed to completely eliminate ice dam formation without adding mechanical heat cables?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the exact attic insulation and air sealing requirements needed to completely eliminate ice dam formation without adding mechanical heat cables?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Philadelphia Pennsylvania attic insulation air sealing ice dams climate zone 4 R-49 code requirements ENERGY STAR DOE Building America Google ↗
Building Science Corporation ice dams attic air sealing insulation ventilation cold roof recommendations Google ↗
- PENNSYLVANIA · insulationinstitute.org
- Energy-Efficient Home Improvement Credit Insulation and Air-Sealing Essentials · energy.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Attic Air Sealing and Insulation · basc.pnnl.gov
- Air Sealing and Insulating Ceilings in Vented Attics · basc.pnnl.gov
- Attic Air Sealing, Insulating, and Ventilating for Ice Dam Prevention · basc.pnnl.gov
- Construct Roofs and Attics for Ice Dam Prevention · basc.pnnl.gov
- BSD-135: Ice Dams · buildingscience.com
- Eaves Sealed in Cold Climates · bsesc.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Philadelphia Pennsylvania attic insulation air sealing ice dams climate zone 4 R-49 code requirements ENERGY STAR DOE Building America OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Building Science Corporation ice dams attic air sealing insulation ventilation cold roof recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |