Real ChatGPT answer · index seed5iqhexztWdIcompleteTelecom and utilities · energy efficiencycomparison
Would updating old attic insulation or sealing the rim joists in the basement make a bigger dent in my exorbitant winter heating bills?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Would updating old attic insulation or sealing the rim joists in the basement make a bigger dent in my exorbitant winter heating bills?
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
U.S. Department of Energy attic insulation air sealing rim joists energy savings older homes Google ↗
ENERGY STAR attic insulation air sealing rim joist basement winter heat loss Google ↗
- Sealing Air Leaks: Basement · energystar.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Well-Insulated and Sealed Attic · energystar.gov
- Methodology for Estimated Energy Savings · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy attic insulation air sealing rim joists energy savings older homes OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR attic insulation air sealing rim joist basement winter heat loss OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |