CoursePulse

Slash churn in your marketing courses with AI-powered progress nudges.

Score: 8.2/10GermanyMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Edtech founders suffer massive user churn in small business marketing courses as users sign up but abandon without completing, obliterating LTV.

Solution

CoursePulse tracks user activity in your online courses and sends personalized email/SMS nudges to re-engage drop-offs. It analyzes completion rates and predicts churn risk, automatically triggering retention campaigns. Edtech founders see 30-50% churn reduction without manual intervention.

Target Audience

Edtech founders and SaaS operators offering online marketing courses to small business owners

Differentiator

Predictive churn scoring tailored exclusively for small business marketing courses, using niche behavioral data patterns.

Brand Voice

professional

Features

Progress Tracking

must-have8h

Real-time dashboard showing course completion per user.

Churn Prediction

must-have12h

AI model flags at-risk users based on activity.

Automated Nudges

must-have10h

Custom email/SMS sequences for re-engagement.

Analytics Reports

must-have6h

Weekly churn metrics and cohort analysis.

Integration Wizard

must-have8h

One-click embed for Thinkific/Teachable.

Custom Templates

nice-to-have6h

Drag-drop nudge email editor.

A/B Testing

nice-to-have8h

Test nudge variations automatically.

Slack Alerts

nice-to-have4h

Real-time notifications for high-churn cohorts.

Total Build Time: 62 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
course_platformtextYes

Relationships:

  • one-to-many with courses

courses

ColumnTypeNullable
iduuidNo
user_iduuidNo
nametextNo
completion_ratefloatYes

Relationships:

  • foreign key to users.id
  • one-to-many with progress_logs

progress_logs

ColumnTypeNullable
iduuidYes
course_iduuidNo
student_emailtextNo
last_activitytimestampYes
churn_scorefloatYes

Relationships:

  • foreign key to courses.id

nudges

ColumnTypeNullable
iduuidNo
course_iduuidNo
trigger_conditiontextNo
sent_countintYes

Relationships:

  • foreign key to courses.id

API Endpoints

POST
/api/courses

Create new course integration

🔒 Auth Required
POST
/api/progress

Log student progress webhook

🔒 Auth Required
GET
/api/nudges

List active nudges

🔒 Auth Required
GET
/api/analytics

Fetch churn reports

🔒 Auth Required
GET
/api/users

User dashboard data

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui
Backend
Next.js API routes
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
Resend (emails)Vercel Analytics

Build Timeline

Week 1: Core auth and DB setup

20h
  • Supabase setup
  • User onboarding
  • Basic dashboard

Week 2: Progress tracking

18h
  • Webhook integration
  • Progress logs

Week 3: Churn prediction

20h
  • Simple ML scoring
  • Dashboard charts

Week 4: Nudges engine

22h
  • Email/SMS sending
  • Templates

Week 5: Analytics and polish

16h
  • Reports
  • UI refinements

Week 6: Payments and launch

14h
  • Stripe integration
  • Landing page
Total Timeline: 6 weeks • 116 hours

Pricing Tiers

Free

$0/mo

50 students

  • 1 course
  • Basic tracking
  • 5 nudges/mo

Pro

$40/mo

500 students

  • Unlimited courses
  • Churn prediction
  • Unlimited nudges
  • Analytics

Enterprise

$99/mo

Unlimited

  • All Pro + Priority support
  • Custom integrations
  • Team seats

Revenue Projections

MonthUsersConversionMRRARR
Month 11002%$80$960
Month 68004%$1,280$15,360

Unit Economics

$45
CAC
$360
LTV
8%
Churn
88%
Margin
LTV:CAC Ratio: 8.0xExcellent!

Landing Page Copy

Stop Losing 80% of Your Course Students

CoursePulse uses AI nudges to boost completion rates by 40% for marketing edtech.

Feature Highlights

Predictive churn alerts
Automated re-engagement
Easy integrations
Proven for SMB courses

Social Proof (Placeholders)

"'Churn dropped 45% in week 1' - Alex, Course Founder"
"'Game-changer for LTV' - Sarah, Edtech SaaS"

First Three Customers

DM 20 edtech founders on Twitter/X searching 'marketing course churn', offer free 30-day Pro access for feedback. Post in IndieHackers 'edtech retention' thread with demo video. Email 50 Thinkific users from public directories.

Launch Channels

Product Huntr/edtechr/SaaSIndieHackersTwitter #edtech

SEO Keywords

reduce online course churnedtech retention toolmarketing course completion softwarestudent re-engagement platform

Competitive Analysis

UserPilot

userpilot.com
$249/mo+
Strength

General SaaS onboarding

Weakness

Not edtech-specific, no churn prediction

Our Advantage

Tailored for marketing courses at 1/6th price

ChurnZero

churnzero.com
Enterprise only $10k+/yr
Strength

Enterprise scale

Weakness

Overkill for micro-edtech

Our Advantage

Solo-founder friendly, instant setup

🏰 Moat Strategy

Proprietary churn models trained on marketing course data, creating data moat over time.

⏰ Why Now?

Rise of AI for personalization + edtech boom post-pandemic, with SMBs hungry for marketing skills amid economic squeeze.

Risks & Mitigation

technicalmedium severity

Webhook reliability from course platforms

Mitigation

Fallback polling + multi-platform support

marketmedium severity

Low awareness of churn tools in edtech

Mitigation

Free tier + case studies

executionlow severity

ML model accuracy initially low

Mitigation

Start with rule-based, iterate with data

Validation Roadmap

pre-build7 days

Interview 10 edtech founders on pain points

Success: 5+ confirm willingness to pay $40

mvp14 days

Launch waitlist, get 50 signups

Success: 20% convert to beta

launch30 days

PH launch >200 upvotes

Success: 10 paid users week 1

Pivot Options

  • General SaaS churn tool
  • Focus on non-edtech niches like fitness courses
  • White-label for course platforms

Quick Stats

Build Time
116h
Target MRR (6 mo)
$2,000
Market Size
$500.0M
Features
8
Database Tables
4
API Endpoints
5