Real ChatGPT answer · index seedWiMCZnQAn98completeTelecom and utilities · energy efficiencycommercial
What is the average payback period for a commercial energy audit and subsequent HVAC upgrades in a midsize office space
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average payback period for a commercial energy audit and subsequent HVAC upgrades in a midsize office space
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
commercial office building energy audit HVAC retrofit typical payback period energy savings payback DOE ENERGY STAR Google ↗
commercial building HVAC upgrade payback period controls variable frequency drives office buildings case study Google ↗
- Estimating Office and Multifamily Building Energy Retrofit · bies.lbl.gov
- HVAC · gsa.gov
- Energy Audits and Retro-Commissioning: State and Local Policy Design Guide and Sample Policy Language · energy.gov
- Avenue of the Americas Tower · nyhospitaldecarbguide.com
- Projecting Return Thresholds for Energy Efficiency Retrofits · betterbuildingssolutioncenter.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial office building energy audit HVAC retrofit typical payback period energy savings payback DOE ENERGY STAR OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
commercial building HVAC upgrade payback period controls variable frequency drives office buildings case study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |