Can connecting a smart alarm clock to smart home lighting routines genuinely improve sleep onset latency?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can connecting a smart alarm clock to smart home lighting routines genuinely improve sleep onset latency?
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
evening light exposure sleep onset latency randomized trial warm dim light smart lighting routine circadian sleep evidence Google ↗
American Academy Sleep Medicine light exposure evening melatonin sleep onset latency recommendations Google ↗
- Exposure to room light before bedtime suppresses melatonin onset and shortens melatonin duration in humans · pubmed.ncbi.nlm.nih.gov
- Exposure to Room Light before Bedtime Suppresses Melatonin Onset and Shortens Melatonin Duration in Humans · pmc.ncbi.nlm.nih.gov
- Melanopic irradiance defines the impact of evening display light on sleep latency, melatonin and alertness · pubmed.ncbi.nlm.nih.gov
- Melanopic irradiance defines the impact of evening display light on sleep latency, melatonin and alertness · nature.com
- A systematic review of the amount and timing of light in association with objective and subjective sleep outcomes in community-dwelling adults · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evening light exposure sleep onset latency randomized trial warm dim light smart lighting routine circadian sleep evidence OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
American Academy Sleep Medicine light exposure evening melatonin sleep onset latency recommendations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |