Real ChatGPT answer · index seedNXtMx4Ox6XEcompleteHome services and improvement · roofinginformational
What causes ice dams to form on a roof during winter and how can I fix the underlying insulation issue on a tight budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes ice dams to form on a roof during winter and how can I fix the underlying insulation issue on a tight budget?
1 real search · 1 real-search pass
ice dams causes attic air sealing insulation ventilation DOE ENERGY STAR guidanceGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
ice dams causes attic air sealing insulation ventilation DOE ENERGY STAR guidance Google ↗
- Attic Air Sealing, Insulating, and Ventilating for Ice Dam Prevention · basc.pnnl.gov
- About Attic Ventilation · energystar.gov
- Attic Insulation Project · energystar.gov
- Dealing with and preventing ice dams · extension.umn.edu
- Preventing Roof Ice Dams · preview.weather.gov
- Attic Air Sealing Project · energystar.gov
- Weatherization Assistance Program · energy.gov