Real ChatGPT answer · index seedDzyt29leziEcompleteTelecom and utilities · energy efficiencycomparison

Comparing GE LED bulbs and Sylvania LED bulbs for long term brightness retention and monthly energy cost reduction in high traffic areas.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing GE LED bulbs and Sylvania LED bulbs for long term brightness retention and monthly energy cost reduction in high traffic areas.
1 real search · 1 real-search pass
GE vs Sylvania LED bulb lumen maintenance L70 lifespan warranty energy consumption comparison 2026Google ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
GE vs Sylvania LED bulb lumen maintenance L70 lifespan warranty energy consumption comparison 2026 Google ↗
  1. www.sylvania.com/ledretrofit · media.distributordatasolutions.com
  2. www.sylvania.com/ledretrofit · media.distributordatasolutions.com
  3. GE LED, Soft White, General Purpose Bulbs · shop.gelighting.com
  4. GE LED Light Bulbs, A19 General Purpose Bulbs, 75 Watt Replacement, Soft White (2 Pack) · gelighting.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GE vs Sylvania LED bulb lumen maintenance L70 lifespan warranty energy consumption comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1