Sleep Operating Model

Revenue, retention, raw archive compaction, Supabase, API, DeepSeek V4 Pro weekly reports, and fixed audio content hosting for Adaptive and Adaptive+ sleep users.

Users And Revenue

Market And Adoption

Recording And Retention

Reports And API

Platform Prices

Supabase And Sync

MRR
Net Revenue
Recurring Opex
Operating Profit Before CAC
Acquisition Spend
Cash After CAC
R2 Storage
CAC Payback
Operating LTV
LTV : CAC

Recurring Monthly Cost Breakdown

Retention Shape

Growth Projection

Scenario Matrix

Scenario EEG % Paid Users ARR R2 Supabase API Reports Acquisition Op LTV / User LTV : CAC Cohort Net Value Recurring Opex Op Profit Before CAC Cash After CAC Recurring / Gross

Current Assumption Sources

Measured watch-only low bound: 0.030 GiB/night Planning watch-only: 0.10 GiB/night Measured EEG/Adaptive+: 1.247 GiB/night Default paid CAC: $60/new subscriber Paid TAM: addressable adults * sleep-tracker reach * paid serviceable share Operating LTV: churn-implied lifetime capped by horizon, after payment fees and recurring opex Bootstrap ODE: dU/dt = net-revenue-funded CAC growth * TAM remaining - churn Cloudflare R2 pricing Cloudflare Workers pricing Supabase pricing Supabase MAU pricing DeepSeek V4 pricing Bass diffusion model Mobile UA benchmarks Fitness subscription UA metrics Apple 15% small business fee Google Play service fees AASM sleep-tracker usage survey US Census 18+ population estimates RevenueCat subscription benchmarks

Provider prices, TAM, acquisition costs, p/q diffusion rates, and LTV are defaults, not hardcoded truth. CAC is charged only to paid acquisition, while organic/Bass diffusion adds users without CAC. Bootstrap ODE uses a one-month lag: this month's net revenue creates next month's CAC budget. LTV uses the churn-implied paid lifetime, capped by the horizon input, and can go negative when recurring serving cost exceeds net subscription revenue. Refresh these before investor or production commitments.