Real ChatGPT answer · index seedvlZxn9XK8x4completeTelecom and utilities · energy efficiencycommercial

What is the average kWh reduction achieved by installing Leviton occupancy sensor dimmer switches in residential hallways and stairwells?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average kWh reduction achieved by installing Leviton occupancy sensor dimmer switches in residential hallways and stairwells?
2 real searches · 1 real-search pass
Leviton occupancy sensor dimmer switches hallway stairwell energy savings kWh residential studyGoogle ↗
OBSERVEDReason
Leviton occupancy sensor dimmer residential hallway stairwell average kWh savings studyGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Leviton occupancy sensor dimmer switches hallway stairwell energy savings kWh residential study Google ↗
Leviton occupancy sensor dimmer residential hallway stairwell average kWh savings study Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Leviton occupancy sensor dimmer switches hallway stairwell energy savings kWh residential study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Leviton occupancy sensor dimmer residential hallway stairwell average kWh savings study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1