Why is my upstairs so much hotter than downstairs and could improving attic ventilation fix the problem permanently
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why is my upstairs so much hotter than downstairs and could improving attic ventilation fix the problem permanently
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). 1 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
California Energy Commission attic ventilation insulation air sealing home cooling upstairs hot attic guidance Google ↗
DOE attic ventilation insulation air sealing radiant heat HVAC duct leakage upstairs hot home guidance Google ↗
- About Attic Ventilation · energystar.gov
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Attic Insulation and Ventilation · energyresearch.ucf.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California Energy Commission attic ventilation insulation air sealing home cooling upstairs hot attic guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
DOE attic ventilation insulation air sealing radiant heat HVAC duct leakage upstairs hot home guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |