Real ChatGPT answer · index seedg0SwQIePBFocompleteParenting and family · teen issuescommercial

What are the best amber desk lamps and smart bulbs for teen study spaces that genuinely help improve melatonin production before bedtime?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best amber desk lamps and smart bulbs for teen study spaces that genuinely help improve melatonin production before bedtime?
1 real search · 1 real-search pass
evidence evening light exposure melatonin suppression amber light adolescents sleep wavelength brightness timing research 2024 2025Google ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
evidence evening light exposure melatonin suppression amber light adolescents sleep wavelength brightness timing research 2024 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1