Real ChatGPT answer · index seedTzM9WVLxq6AcompleteFinance and banking · budgeting and savinginformational
How much can I realistically save on my commercial electric utility bill by upgrading all the lighting in my workshop to LED
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much can I realistically save on my commercial electric utility bill by upgrading all the lighting in my workshop to LED
1 real search · 1 real-search pass
U.S. Department of Energy commercial LED lighting energy savings retrofit percentage lighting energy useGoogle ↗
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 commercial LED lighting energy savings retrofit percentage lighting energy use Google ↗
- Upgrade Your Lighting · energystar.gov
- Checklists of Energy-Saving Measures · energystar.gov