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Lullaby
Evidence-honest by design

Research-informed design

Every feature in Lullaby is shaped by pediatric sleep research, child development guidance, and evidence-honest product language.

2-10age-aware story range
4research lenses
0medical promises

Evidence stack

How research becomes product behavior

Consistent bedtime routines

The flow emphasizes predictable sequencing, gentle transitions, and repeatable steps that parents can use nightly.

Audio-first by default

Listen pages prioritize native audio, screen-off use, sleep timers, and low-stimulation visual hierarchy.

Child-safe AI review

Story generation stays inside age-aware vocabulary, safety screening, and parent-controlled profile context.

Sleep screening context

BISQ-R inspired prompts help parents reflect on patterns without turning Lullaby into medical care.

Evidence-honest language

What we say

  • Designed to support calm bedtime routines.
  • Informed by pediatric sleep and child development research.
  • Parent-controlled tools for repeatable nightly rituals.

What we avoid

  • Claims that Lullaby treats, cures, diagnoses, or guarantees sleep outcomes.
  • Clinical proof language before peer-reviewed evidence exists.
  • Screen-led bedtime mechanics that keep children visually engaged.

Planned study

Pre/post bedtime routine study

Planning phase

The research program is planned as a transparent parent-reported study, not as a medical trial or efficacy claim.

Study design

  • 50-100 families with children ages 2-10
  • 4-week bedtime routine period
  • Pre and post BISQ-R style parent questionnaires
  • Routine consistency and bedtime resistance tracking

What we will measure

  • Parent-reported routine consistency
  • Changes in bedtime friction patterns
  • Sleep onset observations
  • Parent satisfaction and qualitative feedback

Source labels

What informs the system

Routine

Bedtime sequence research

Published bedtime-routine work informs the ritual structure and parent coaching language.

Screen light

Low-stimulation listening

Screen-light guidance supports the decision to make bedtime playback audio-first and screen-off friendly.

Safety

Age-aware content review

Child development guidance shapes vocabulary, emotional tone, safety checks, and parent controls.

Advisory board

Clinical and research review is being assembled

We are recruiting experts in pediatric sleep, child psychology, and AI safety to review product language, study design, and safety guardrails before broader launch claims.

Express interest
Research-informed design | Lullaby