Real ChatGPT answer · index seed9sCCxJ5vBz8completeTelecom and utilities · energy efficiencycomparison

Are Philips LED tubes better than TCP LED tubes for retrofitting old fluorescent fixtures in our office parking garage?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Philips LED tubes better than TCP LED tubes for retrofitting old fluorescent fixtures in our office parking garage?
1 real search · 1 real-search pass
Philips vs TCP LED T8 tubes commercial retrofit ballast bypass Type B warranty DLC UL compatibility parking garageGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
Philips vs TCP LED T8 tubes commercial retrofit ballast bypass Type B warranty DLC UL compatibility parking garage Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Philips vs TCP LED T8 tubes commercial retrofit ballast bypass Type B warranty DLC UL compatibility parking garage
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
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