AI nudges + micro-paths for mobile course mastery in small businesses
Small businesses suffer low completion rates in online courses due to poor mobile responsiveness and missing microlearning features in edtech products.
NudgeLearn creates personalized microlearning paths with predictive nudges based on behavior, fully mobile-responsive. It analyzes past drop-offs to resend bite-sized content via push/email/SMS at optimal times. Businesses see sustained engagement without constant oversight.
Small businesses delivering online training courses to employees or customers
Predictive AI nudges using learner data for hyper-personalized retention, outperforming generic reminders
supportive
AI generates adaptive micro-paths from course content
ML-timed push/email/SMS based on user patterns
Auto-format content for phone screens with voice playback
Predictive drop-off scores and intervention suggestions
Push, SMS, email integration for nudges
Test nudge timings/content variants
Text-to-speech for audio learners
Zapier/Slack for alerts
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| phone | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| title | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| course_id | uuid | No |
| learner_id | uuid | No |
| micro_content_json | text | No |
| predicted_dropoff | float | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| path_id | uuid | No |
| channel | text | No |
| sent_at | timestamp | Yes |
| opened | bool | No |
Relationships:
/api/pathsGenerate personalized path
/api/nudges/:pathIdSend nudge
/api/analyticsFetch predictions and stats
100 nudges/mo
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 120 | 1.5% | $36 | $432 |
| Month 6 | 900 | 5% | $900 | $10,800 |
Personalized micro-paths delivered when learners need them most – mobile perfected.
Use LinkedIn Sales Navigator for 'L&D manager' SMBs, cold DM with pain-point video; partner with course creators on Upwork; Reddit AMAs in r/humanresources.
LMS features
Complex, no micro-nudges
Simple AI personalization for SMBs
Mobile app
Generic reminders
Predictive nudges
Learner behavior data moat for improving AI accuracy
AI maturity enables predictive nudges; SMBs face training compliance pressures
Nudge deliverability issues
Use reliable providers + fallbacks
SMS privacy regs
Opt-in only, GDPR compliant
Success: Open rates >40%
Success: CAC < $30
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