Real ChatGPT answer · index seedN3AfbPULfvscompleteConsumer electronics · smart home devicescomparison

What is the real-world cost analysis of replacing standard rocker switches with smart switches throughout a commercial office space versus residential deployment?

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 real-world cost analysis of replacing standard rocker switches with smart switches throughout a commercial office space versus residential deployment?
2 real searches · 1 real-search pass
2026 commercial smart lighting controls installation cost per switch energy savings occupancy sensors DOE lighting controls commercial buildingsGoogle ↗
OBSERVED
2026 residential smart light switch installation cost electrician labor smart switch priceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 commercial smart lighting controls installation cost per switch energy savings occupancy sensors DOE lighting controls commercial buildings Google ↗
2026 residential smart light switch installation cost electrician labor smart switch price Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 commercial smart lighting controls installation cost per switch energy savings occupancy sensors DOE lighting controls commercial buildings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 residential smart light switch installation cost electrician labor smart switch price
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1