Real ChatGPT answer · index seed64TkgceOySkcompleteTelecom and utilities · energy efficiencybrand

Is switching our small office to Philips LED bulbs actually going to lower our monthly electricity bill noticeably?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is switching our small office to Philips LED bulbs actually going to lower our monthly electricity bill noticeably?
1 real search · 1 real-search pass
Philips LED 9W 60W equivalent energy use lifespan officialGoogle ↗
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
Philips LED 9W 60W equivalent energy use lifespan official Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Philips LED 9W 60W equivalent energy use lifespan official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1