Real ChatGPT answer · index seedBEFxvaF6DIQcompleteHome services and improvement · roofingcommercial
Are ridge vents better than box vents for preventing ice dams in northern climates, and how does the installation process affect my existing attic insulation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are ridge vents better than box vents for preventing ice dams in northern climates, and how does the installation process affect my existing attic insulation?
1 real search · 1 real-search pass
ridge vent vs box vents ice dams balanced attic ventilation insulation baffles cold climate building scienceGoogle ↗
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
ridge vent vs box vents ice dams balanced attic ventilation insulation baffles cold climate building science Google ↗
- Construct Roofs and Attics for Ice Dam Prevention · basc.pnnl.gov
- Attic Air Sealing, Insulating, and Ventilating for Ice Dam Prevention · basc.pnnl.gov
- Air Sealing and Insulating Ceilings in Vented Attics · basc.pnnl.gov
- Blown Insulation for Existing Vented Attic · basc.pnnl.gov