Real ChatGPT answer · index seedFLRfdG3CQOscompleteTelecom and utilities · energy efficiencyinformational
Why do my energy bills spike in both July and January, and what are the most important insulation fixes I should make?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do my energy bills spike in both July and January, and what are the most important insulation fixes I should make?
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
Florida attic insulation recommended R-value air sealing duct sealing energy efficiency July January heating heat pump auxiliary heat Google ↗
U.S. Department of Energy attic air sealing insulation ducts heat pump auxiliary heat energy bills Google ↗
- Insulation · myfloridahomeenergy.com
- Whole-House Improvements · myfloridahomeenergy.com
- Heat & Cool Efficiently · energystar.gov
- CHAPTER 4 RE RESIDENTIAL ENERGY EFFICIENCY - 2020 FLORIDA BUILDING CODE, ENERGY CONSERVATION, 7TH EDITION · codes.iccsafe.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Florida attic insulation recommended R-value air sealing duct sealing energy efficiency July January heating heat pump auxiliary heat OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
U.S. Department of Energy attic air sealing insulation ducts heat pump auxiliary heat energy bills OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |