Real ChatGPT answer · index seed7ZsGvVkwnx4completeTelecom and utilities · energy efficiencycommercial
Which energy efficiency upgrades have the fastest payback period for someone renting an older house with terrible insulation and single pane windows?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which energy efficiency upgrades have the fastest payback period for someone renting an older house with terrible insulation and single pane windows?
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
renter energy efficiency air sealing window film weatherstripping savings payback DOE Energy Saver Google ↗
ENERGY STAR window attachments insulating curtains cellular shades energy savings single pane windows Google ↗
- Energy-Efficient Home Improvement Credit Insulation and Air-Sealing Essentials · energy.gov
- Renters · energy.gov
- Window Treatments: The Undervalued, Highly Efficient Energy-Efficiency Measure · energy.gov
- Interior Cellular Shades Boost Home Energy Performance · energy.gov
- 5 Tips for Energy-Saving Renters · energy.gov
- Weatherization Assistance Program · dnrec.delaware.gov
- DNREC’s Weatherization Assistance Program Brings Savings and Comfort to Delawareans · dnrec.delaware.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
renter energy efficiency air sealing window film weatherstripping savings payback DOE Energy Saver OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR window attachments insulating curtains cellular shades energy savings single pane windows OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |