Real ChatGPT answer · index seedZPitrP62wXscompleteHome services and improvement · roofingcomparison
Should I upgrade my blown-in insulation or install rigid foam board in the attic to stop ice dams forming on my roof overhangs
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I upgrade my blown-in insulation or install rigid foam board in the attic to stop ice dams forming on my roof overhangs
1 real search · 1 real-search pass
DOE attic insulation air sealing ice dams ventilation roof eaves 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 (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
DOE attic insulation air sealing ice dams ventilation roof eaves guidance Google ↗
- ice dam prevention guide · basc.pnnl.gov
- Blown Insulation for Existing Vented Attic · basc.pnnl.gov
- Attic Air Sealing, Insulating, and Ventilating for Ice Dam Prevention · basc.pnnl.gov