What are the most cost effective ways to audit an older commercial building to find out why its energy efficiency is so terrible?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most cost effective ways to audit an older commercial building to find out why its energy efficiency is so terrible?
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
U.S. DOE commercial building energy audit levels ASHRAE Level I II retro-commissioning guide low cost diagnostics Google ↗
NYC commercial building energy audit retro-commissioning incentives NYSERDA Con Edison 2026 Google ↗
- ENERGY STAR building benchmarking · energystar.gov
- Technical FAQs · gov.ashrae.com
- Energy Audits and Retro-Commissioning: State and Local Policy Design Guide and Sample Policy Language · energy.gov
- Con Edison commercial energy efficiency incentives · nyc-business.nyc.gov
- NYSERDA retro-commissioning · nyserda.ny.gov
- NYC Local Law 87 requirements · nyc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. DOE commercial building energy audit levels ASHRAE Level I II retro-commissioning guide low cost diagnostics OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NYC commercial building energy audit retro-commissioning incentives NYSERDA Con Edison 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |