Real ChatGPT answer · index seedE6t9kw5lMDMcompleteTelecom and utilities · energy efficiencycommercial

What is the average payback period for upgrading an older HVAC setup to an EcoBee smart thermostat system in a commercial office space?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average payback period for upgrading an older HVAC setup to an EcoBee smart thermostat system in a commercial office space?
2 real searches · 1 real-search pass
ecobee commercial smart thermostat energy savings payback office buildings study cost installationGoogle ↗
OBSERVEDComparison
commercial office smart thermostat HVAC energy savings payback period controls study DOE thermostat scheduling savingsGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
ecobee commercial smart thermostat energy savings payback office buildings study cost installation Google ↗
commercial office smart thermostat HVAC energy savings payback period controls study DOE thermostat scheduling savings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ecobee commercial smart thermostat energy savings payback office buildings study cost installation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
commercial office smart thermostat HVAC energy savings payback period controls study DOE thermostat scheduling savings
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1