Looking for recommendations on the best apps or natural sleep aids that actually help entrepreneurs shut their brains off and fall asleep faster.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations on the best apps or natural sleep aids that actually help entrepreneurs shut their brains off and fall asleep faster.
3 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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
evidence-based insomnia treatments CBT-I apps FDA-authorized digital therapeutics sleep apps 2025 AASM Google ↗
NCCIH melatonin magnesium valerian sleep evidence safety adults insomnia Google ↗
CDC sleep hygiene caffeine alcohol screen time sleep adults recommendations Google ↗
- Explore Calm · calm.com
- Explore Headspace · headspace.com
- Explore BetterSleep · bettersleep.com
- Explore Insight Timer · insighttimer.com
- Melatonin: What You Need To Know · nccih.nih.gov
- Sleep Disorders and Complementary Health Approaches: Usefulness and Safety · nccih.nih.gov
- Melatonin or magnesium: Can either supplement help you sleep? · health.harvard.edu
- Behavioral and psychological treatments for chronic insomnia disorder in adults: an American Academy of Sleep Medicine clinical practice guideline · pmc.ncbi.nlm.nih.gov
- Behavioral and psychological treatments for chronic insomnia disorder in adults: an American Academy of Sleep Medicine clinical practice guideline | Journal of Clinical Sleep Medicine · doi.org
- The Effectiveness of Digital Cognitive Behavioral Therapy to Treat Insomnia Disorder in US Adults: Nationwide Decentralized Randomized Controlled Trial. · pubmed.ncbi.nlm.nih.gov
- JMIR Mental Health - The Effectiveness of Digital Cognitive Behavioral Therapy to Treat Insomnia Disorder in US Adults: Nationwide Decentralized Randomized Controlled Trial · mental.jmir.org
- Explore Sleepio · sleepio.com
- About Sleep | Sleep · cdc.gov
- Insomnia · health.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence-based insomnia treatments CBT-I apps FDA-authorized digital therapeutics sleep apps 2025 AASM OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NCCIH melatonin magnesium valerian sleep evidence safety adults insomnia OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CDC sleep hygiene caffeine alcohol screen time sleep adults recommendations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |