Real ChatGPT answer · index seedYK9wxZ1hdDQcompleteTelecom and utilities · energy efficiencycommercial
How does changing furnace filters monthly versus quarterly impact overall electric and gas utility bills for a small warehouse?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does changing furnace filters monthly versus quarterly impact overall electric and gas utility bills for a small warehouse?
1 real search · 1 real-search pass
DOE dirty furnace air filter energy use HVAC replace filters commercial building pressure drop fan energyGoogle ↗
OBSERVEDConsequence
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
DOE dirty furnace air filter energy use HVAC replace filters commercial building pressure drop fan energy Google ↗
- Operations & Maintenance Best Practices Guide: Release 3.0 · energy.gov
- EM_COVER.pm6 · energy.gov
- 8. Air Distribution · energystar.gov
- High-MERV Filters · basc.pnnl.gov
- Ask an Expert: Dirty Air Filters | Los Angeles Department of Water and Power · ladwp.com