SleepShiftGhost: Bedtime Routine Drift Detector
Tracks when kids' bedtimes and sleep routines slip off schedule, alerts parents before it becomes a behavioral problem, and suggests micro-adjustments based on what actually worked before.
The Problem
Parents know bedtime routines matter but have no systematic way to detect when they're degrading—a 15-minute slip becomes 45 minutes becomes "my kid won't sleep." By the time behavior problems surface, the routine is already broken. Parents repeat the same failed attempts instead of remembering what actually worked last month.
Target Audience
Parents of kids aged 3-12 with smartphones, particularly those juggling multiple kids or inconsistent schedules (shift workers, co-parenting situations, busy professionals).
Why Now?
Post-pandemic sleep disruption is endemic, parents are exhausted and willing to pay for small wins, and AI tools make trend detection + personalized micro-suggestions feasible for solo builders.
What's Missing
Existing parenting apps are broad and generic; nothing specifically solves the 'my routine is silently breaking' problem with early warnings and pattern replay functionality.
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