Real ChatGPT answer · index seedCFdLxvJ6UdgcompleteTelecom and utilities · energy efficiencyinformational
My attic insulation looks ancient and flat, how do I figure out if I need to update it to save on heating and cooling?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My attic insulation looks ancient and flat, how do I figure out if I need to update it to save on heating and cooling?
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 recommended R value Virginia climate zone attic air sealing insulation inspection Google ↗
DOE attic insulation inspect depth air leaks moisture vermiculite asbestos guidance Google ↗
- Sealing Air Leaks: Attic · energystar.gov
- Getting Started · energystar.gov
- Attic Air Sealing and Insulation · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ENERGY STAR attic insulation recommended R value Virginia climate zone attic air sealing insulation inspection OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DOE attic insulation inspect depth air leaks moisture vermiculite asbestos guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |