Real ChatGPT answer · index seedyQE5X1wtk1AcompleteHome services and improvement · roofinginformational
Why do ice dams form even when you have attic insulation and what is the exact science behind heated cables versus proper ventilation fixes?
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The searches the AI actually ran for this prompt.
SEED QUERY
Why do ice dams form even when you have attic insulation and what is the exact science behind heated cables versus proper ventilation fixes?
1 real search · 1 real-search pass
ice dams attic insulation air sealing ventilation heated roof cables building science DOE Building AmericaGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
ice dams attic insulation air sealing ventilation heated roof cables building science DOE Building America Google ↗
- Attic Air Sealing, Insulating, and Ventilating for Ice Dam Prevention · basc.pnnl.gov
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
- About Attic Ventilation · energystar.gov
- Construct Roofs and Attics for Ice Dam Prevention · basc.pnnl.gov
- Eaves Sealed in Cold Climates · bsesc.energy.gov