Real ChatGPT answer · index seediE8ABxswP5wcompleteTelecom and utilities · energy efficiencybrand

How much can my small graphic design studio realistically save on electricity by switching all our recessed lighting to commercial grade LED bulbs this quarter?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How much can my small graphic design studio realistically save on electricity by switching all our recessed lighting to commercial grade LED bulbs this quarter?
2 real searches · 1 real-search pass
New Jersey commercial electricity average price per kWh 2025 2026 EIAGoogle ↗
OBSERVEDShort fact
ENERGY STAR LED bulbs use at least 75 percent less energy incandescent lightingGoogle ↗
OBSERVEDComparison

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 fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / 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
New Jersey commercial electricity average price per kWh 2025 2026 EIA Google ↗
ENERGY STAR LED bulbs use at least 75 percent less energy incandescent lighting Google ↗
  1. New Jersey Commercial Electricity Rates · mywattbill.com
  2. Upgrade Your Lighting · energystar.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New Jersey commercial electricity average price per kWh 2025 2026 EIA
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
ENERGY STAR LED bulbs use at least 75 percent less energy incandescent lighting
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1