What are the cheapest office building energy efficiency changes a landlord can make to lower monthly utility bills?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the cheapest office building energy efficiency changes a landlord can make to lower monthly utility bills?
1 real search · 1 real-search pass
U.S. Department of Energy low cost energy efficiency measures commercial office buildings HVAC scheduling LED occupancy sensors filters air sealing utility billsGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
U.S. Department of Energy low cost energy efficiency measures commercial office buildings HVAC scheduling LED occupancy sensors filters air sealing utility bills Google ↗
- Small and Medium-Sized Office Buildings · energystar.gov
- Checklists of Energy-Saving Measures · energystar.gov
- Office Energy Checklist · energy.gov
- Ways to Save · energystar.gov
Queries
1 queries · click a column to sort