Glossary
Recommendation Bundle
Updated February 28, 2026
Recommendation bundle is a grouped set of one or more ingredients presented by shared use case and schedule.
Why it matters
Grouping reduces decision fatigue and helps you compare complete strategies instead of isolated pills.
What makes a bundle
A bundle is formed when ingredients align on:
- goal intent (sleep, focus, recovery)
- compatible timing windows
- safety profile fit and interaction tolerance
- expected workflow complexity
Split or pause actions
- Split a bundle when interaction overlap feels hard to monitor.
- Pause one item in a bundle to test whether the outcome signal still holds.
- Preserve your rationale notes when splitting so future suggestions keep your learning context.
Practical action step
Before activating a bundle, define one measurable outcome and one stop condition to evaluate each component separately after 5–7 days.
Uncertainty and limits
- Evidence is limited on true bundle-level superiority versus single-ingredient runs.
- Evidence is limited on interaction behavior when multiple moderate components are added together.
Cross-site references
How this appears in Unfair
Unfair presents bundles when temporal and safety coherence is strong, then updates ordering as adherence and symptoms change.
Clinical safety note
Do not force bundle complexity when adverse effects or timing misses are frequent; simplify first, then rebuild.