Is hiring a professional company to update our old attic insulation worth the labor cost, or can two parents knock this out in a weekend?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is hiring a professional company to update our old attic insulation worth the labor cost, or can two parents knock this out in a weekend?
1 real search · 1 real-search pass
attic insulation DIY air sealing ventilation safety fiberglass cellulose ENERGY STAR Department of Energy cost installation guideGoogle ↗
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
attic insulation DIY air sealing ventilation safety fiberglass cellulose ENERGY STAR Department of Energy cost installation guide Google ↗
- Attic Air Sealing Project · energystar.gov
- Attic Insulation Project · energystar.gov
- Well-Insulated and Sealed Attic · energystar.gov
- Air Sealing Existing Attics · bsesc.energy.gov