How should we adjust our quarterly HVAC system maintenance schedules to optimize energy efficiency ratings under current municipal benchmarking laws?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should we adjust our quarterly HVAC system maintenance schedules to optimize energy efficiency ratings under current municipal benchmarking laws?
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
Connecticut municipal building energy benchmarking laws 2026 commercial buildings Newtown Connecticut benchmarking ordinance Google ↗
Newtown Connecticut building energy benchmarking ordinance municipal energy disclosure requirements Google ↗
- Chapter 298 · cga.ct.gov
- Chapter 298 · prdext3.cga.ct.gov
- Connecticut · energycodes.gov
- Building and Fire Code Adoption Process · portal.ct.gov
- ENERGY STAR building benchmarking resources · energystar.gov
- LL84 Benchmarking · nyc.gov
- Buildings & Energy · nyc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Connecticut municipal building energy benchmarking laws 2026 commercial buildings Newtown Connecticut benchmarking ordinance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Newtown Connecticut building energy benchmarking ordinance municipal energy disclosure requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |