LongevityEmerging evidenceSleep Poor sleep tracks with inflammation, chronic disease, and mortality risk. The signal is meaningful, but the strongest outcome evidence is observational—not proof that a better sleep score adds years to life.
- Sources
- 6
- Studies
- 6
- Claims
- 6
All of Us Wearable SleepCDC Sleep GuidanceSleep and Inflammation Review
Consumer HealthObservationalHeat Exposure
Sauna has a stronger long-term cardiovascular and mortality signal than most cold-plunge claims. Cold exposure has acute physiology, mood appeal, and recovery tradeoffs. Contrast therapy adds ritual, but not automatic evidence.
VV Signal Score
57
Early or context-dependent
- Sources
- 7
- Studies
- 7
- Claims
- 4
Contrast water therapy meta-analysisCWI resistance-training adaptationCWI soreness Cochrane review
Consumer HealthEmerging evidence
Red and near-infrared light claims range from skin and pain to hair growth, testosterone, thyroid, fat loss, and brain performance. The evidence is not one category. Dose, wavelength, distance, tissue depth, and outcome decide whether the claim is medicine, beauty tech, rehab tool, or expensive lamp culture.
VV Signal Score
59
Early or context-dependent
- Sources
- 6
- Studies
- 6
- Claims
- 4
LED dermatology RCT reviewLLLT hair-loss reviewLLLT neck pain meta-analysis
Wearables can reveal patterns, but sleep scores, HRV, and recovery numbers are estimates rather than diagnoses.
- Sources
- 1
- Studies
- 0
- Claims
- 0