Real ChatGPT answer · index seedzLb7mFYCBO8completeConsumer electronics · smart home devicescomparison

What are the hidden costs of smart lighting installation when upgrading a 1950s commercial building compared to a modern apartment

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden costs of smart lighting installation when upgrading a 1950s commercial building compared to a modern apartment
2 real searches · 1 real-search pass
DOE commercial building lighting controls retrofit installation costs wiring commissioning sensors existing buildingsGoogle ↗
OBSERVED
Electrical Safety Foundation International older buildings electrical wiring inspection renovation grounding panels commercial buildingsGoogle ↗
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
DOE commercial building lighting controls retrofit installation costs wiring commissioning sensors existing buildings Google ↗
Electrical Safety Foundation International older buildings electrical wiring inspection renovation grounding panels commercial buildings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE commercial building lighting controls retrofit installation costs wiring commissioning sensors existing buildings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Electrical Safety Foundation International older buildings electrical wiring inspection renovation grounding panels commercial buildings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1