Real ChatGPT answer · index seedLxdR2XnlRwEcompleteTelecom and utilities · energy efficiencycomparison
Compare the annualized energy savings of installing a radiant barrier in the attic versus upgrading roof deck insulation in a hot humid climate.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the annualized energy savings of installing a radiant barrier in the attic versus upgrading roof deck insulation in a hot humid climate.
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
radiant barrier annual cooling energy savings hot humid climate attic DOE Florida study roof insulation savings comparison Google ↗
DOE radiant barriers cooling energy savings 5% 10% hot climates attic insulation roof deck Google ↗
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
- Influence of Attic Radiant Barrier Systems on Air Conditioning Demand in an Utility Pilot Project · oaktrust.library.tamu.edu
- Measured Energy Savings of a Comprehensive Retrofit in an Existing Florida Residence · aceee.org
- Attic Retrofits Using Nail-Base Insulated Panels · energy.gov
- Attic Radiant Barriers · basc.pnnl.gov
- Radiant Barriers · myfloridahomeenergy.com
- Unvented Attic Insulation · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
radiant barrier annual cooling energy savings hot humid climate attic DOE Florida study roof insulation savings comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
DOE radiant barriers cooling energy savings 5% 10% hot climates attic insulation roof deck OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |