What is the exact formula or method to calculate whether adding more blown in insulation to our 1980s colonial house will actually pay for itself within five years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the exact formula or method to calculate whether adding more blown in insulation to our 1980s colonial house will actually pay for itself within five years?
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
DOE attic insulation energy savings R-value air sealing existing insulation home energy savings calculation 1980s house Google ↗
ENERGY STAR attic insulation recommended R value climate zone Chicago Illinois attic insulation Google ↗
- Illinois Statewide Technical Reference Manual · icc.illinois.gov
- Illinois Statewide Technical Reference Manual · icc.illinois.gov
- Recommended Home Insulation R–Values · energystar.gov
- Adding Attic Insulation · energystar.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 |
|---|---|---|---|---|---|---|---|
DOE attic insulation energy savings R-value air sealing existing insulation home energy savings calculation 1980s house OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ENERGY STAR attic insulation recommended R value climate zone Chicago Illinois attic insulation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |