Real ChatGPT answer · index seeddDsdeUzrBYQcompleteTelecom and utilities · energy efficiencycommercial

Are smart ceiling fans actually more energy efficient than traditional ones when paired with automated home routines

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are smart ceiling fans actually more energy efficient than traditional ones when paired with automated home routines
2 real searches · 1 real-search pass
ENERGY STAR ceiling fans efficiency airflow watts CFM DC motor smart controls energy savings automated schedulesGoogle ↗
OBSERVEDComparison
U.S. Department of Energy ceiling fans thermostat setback energy savings turn off when leave roomGoogle ↗
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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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
ENERGY STAR ceiling fans efficiency airflow watts CFM DC motor smart controls energy savings automated schedules Google ↗
U.S. Department of Energy ceiling fans thermostat setback energy savings turn off when leave room Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR ceiling fans efficiency airflow watts CFM DC motor smart controls energy savings automated schedules
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
U.S. Department of Energy ceiling fans thermostat setback energy savings turn off when leave room
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1