AI sleep coach that adapts to your wild WFH hours
Remote workers' irregular sleep patterns caused by flexible WFH schedules disrupt their health, as sleep trackers fail to adapt to non-standard sleep times.
FlexSnooze analyzes your flexible work calendar and irregular habits to generate personalized sleep windows that maximize recovery without rigid alarms. It integrates with Google Calendar and wearables to predict optimal bedtimes dynamically. Users get gentle nudges and progress reports to build healthier rhythms effortlessly.
Remote workers with flexible or irregular WFH schedules
Calendar-aware AI that shifts sleep recommendations based on real-time WFH schedule changes, unlike static trackers.
supportive
Connect Google/Outlook calendars to auto-adjust sleep plans around meetings and deadlines.
Uses ML to forecast best sleep windows based on past data and schedule.
Pulls data from Fitbit/Apple Health for accurate sleep scoring.
Sends adaptive notifications via email/push for wind-down routines.
Visualizes sleep debt, recovery scores, and trends over time.
Build personalized pre-sleep rituals tailored to user input.
Email summaries with insights and tips.
Set flexible sleep goals that adapt to schedule shifts.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| calendar_token | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| sleep_start | timestamp | No |
| sleep_end | timestamp | Yes |
| quality_score | int | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| date | timestamp | No |
| predicted_bedtime | timestamp | No |
| work_blocks | text | Yes |
Relationships:
/api/calendar/syncSync user calendar events
/api/sleep/predictGet AI-predicted sleep window
/api/logsLog sleep data
/api/dashboardFetch user progress data
/api/notifications/setupConfigure push nudges
1 calendar sync/week
None
Up to 5 users
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 200 | 3% | $180 | $2,160 |
| Month 6 | 1,500 | 8% | $3,600 | $43,200 |
FlexSnooze adapts to your irregular remote schedule for better health—no more one-size-fits-all trackers.
Post in r/remotework and r/productivity about the pain, offer free lifetime Pro access for beta testers who provide feedback. DM 10 active posters matching the audience. Follow up with personalized demos via Loom.
Smart alarms
Assumes standard 9-5 sleep
WFH calendar adaptation
Apple Watch depth
No schedule awareness
AI predictions from calendars
Proprietary ML models trained on WFH sleep data for superior predictions.
WFH permanence post-pandemic with rising burnout reports; wearables at 30% adoption among pros.
Calendar API rate limits
Cache data and batch syncs
Low awareness of sleep-WFH link
Educate via content marketing
ML accuracy issues
Start with rule-based, iterate to AI
Success: 80% confirm irregular schedules hurt health
Success: 100 signups
Success: 40% retention week 2
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