Real ChatGPT answer · index seedeMdU2Bqq9i4completeHome services and improvement · roofingcommercial
My upstairs gets way too hot in the summer, how much does upgrading attic ventilation and insulation actually lower cooling bills
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My upstairs gets way too hot in the summer, how much does upgrading attic ventilation and insulation actually lower cooling 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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Florida attic insulation air sealing cooling energy savings DOE ENERGY STAR attic ventilation hot humid climate Google ↗
attic ventilation cooling energy savings insulation Florida hot humid climate extension study Google ↗
- "Residential Attic Performance Comparison Research" by Florida Solar Energy Center and Charles Withers, Jr. · stars.library.ucf.edu
- Attic Insulation and Ventilation · energyresearch.ucf.edu
- FSEC-GP-171-00 · fsec.ucf.edu
- Insulation · myfloridahomeenergy.com
- Whole-House Improvements · myfloridahomeenergy.com
- About Attic Ventilation · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Florida attic insulation air sealing cooling energy savings DOE ENERGY STAR attic ventilation hot humid climate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
attic ventilation cooling energy savings insulation Florida hot humid climate extension study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |