Real ChatGPT answer · index seed5vjXFLJem20completeTelecom and utilities · energy efficiencyinformational

What should I look for when comparing LED smart bulbs regarding lumens versus watts to maximize my energy savings in a small dorm room?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What should I look for when comparing LED smart bulbs regarding lumens versus watts to maximize my energy savings in a small dorm room?
1 real search · 1 real-search pass
LED smart bulb lumens watts efficacy ENERGY STAR lighting dorm room brightness guidanceGoogle ↗
OBSERVEDOther / navigational

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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
LED smart bulb lumens watts efficacy ENERGY STAR lighting dorm room brightness guidance Google ↗
  1. Learn About Brightness · energystar.gov
  2. Purchasing Energy-Efficient Light Bulbs · energy.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LED smart bulb lumens watts efficacy ENERGY STAR lighting dorm room brightness guidance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1