Growth Channel Testing Framework

A systematic approach to growth planning and channel testing that helped Teachable scale from $10k to $800k in monthly recurring revenue through disciplined revenue targeting and testing.

Core Growth Planning Framework

  • Set specific monthly growth targets instead of "grow as fast as possible"
  • Work backwards from revenue goals to determine required growth activities
  • Account for every dollar of planned growth through specific channels
  • Plan 12 months in advance at scale ($10M+ ARR)
  • Adjust for seasonality and schedule 4-5 major events per year

Revenue Planning Process

  • Calculate target growth rate (initially 30% month over month)
  • Factor in existing churn rate
  • Determine exact revenue number needed each month
  • Break down revenue target into specific channel contributions
  • Track performance against targets monthly

Growth Channel Testing

  • Test new channels when existing methods don't meet targets
  • Examples of successful tests:
    • Price increase campaign: Offered old pricing to existing users for 1 week
    • Summit events: Coordinated 15-20 partners for massive promotional event
    • Started at $25k MRR from first summit
    • Scaled to $130k MRR from recent summit with 60k signups

Performance Monitoring

  • Track success rate of meeting targets (hit ~30% of time)
  • Document specific reasons for missed targets
    • Failed enterprise sales
    • Underperforming partner promotions
  • Use data to improve future planning and modeling
  • Avoid "great idea trap" by requiring ROI justification

Framework Evolution

  • Initially used for 1-2 month planning
  • Evolved to 12-month planning at $10M ARR
  • Added sophistication:
    • Churn rate modeling
    • Seasonality adjustments
    • Budget allocation
    • Team resource planning
  • Increased focus on organic growth at scale
  • Transition to paid acquisition when organic ceiling reached
00:11 - 14:39
Full video: 29:12
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Ankur Nagpal

Founded and sold Teachable, an online course platform. Backs Circle, a community-centric platform valued at $200 million.

Authored a comprehensive guide on personal finance for startup founders.

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