Real ChatGPT answer · index seedIesqfo8nbA0completeTelecom and utilities · energy efficiencyinformational
Can I do blown-in attic insulation myself as a weekend DIY project, or is it safer to hire a professional insulation contractor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I do blown-in attic insulation myself as a weekend DIY project, or is it safer to hire a professional insulation contractor?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
ENERGY STAR attic insulation DIY blown-in insulation safety air sealing baffles recessed lights junction boxes guidance Google ↗
US Department of Energy attic insulation installation air sealing ventilation baffles DIY safety Google ↗
- Attic Insulation Project · energystar.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Blown Insulation in Existing Attics · bsesc.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ENERGY STAR attic insulation DIY blown-in insulation safety air sealing baffles recessed lights junction boxes guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
US Department of Energy attic insulation installation air sealing ventilation baffles DIY safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |