Paid Acquisition for Freemium AI/ML (Public)
Paid Acquisition playbook for freemium AI/ML companies at Public. Tailored to the freemium business model with implementation steps and expert guidance.
Timeline: 1-2 weeks
Prerequisites
- ✓ Product-market fit
- ✓ Analytics tracking key events
- ✓ Budget for 1-2 weeks
Step-by-Step Guide
Discovery & Audit phase for paid acquisition in ai-ml. Focus on understanding the landscape and planning.
Strategy Design phase for paid acquisition in ai-ml. Focus on understanding the landscape and planning.
Initial Implementation phase for paid acquisition in ai-ml. Focus on execution and iteration.
Measurement Setup phase for paid acquisition in ai-ml. Focus on execution and iteration.
Optimization Cycle phase for paid acquisition in ai-ml. Focus on execution and iteration.
Scale & Systematize phase for paid acquisition in ai-ml. Focus on execution and iteration.
Expected Outcomes
- ✓ Validated paid acquisition for freemium AI/ML
- ✓ KPI baselines established
- ✓ Growth process documented
KPIs to Track
- ● CAC by Channel
- ● ROAS
- ● CPC Trend
- ● Conversion Rate
- ● Quality Score
- ● Ad Relevance Score
Common Mistakes to Avoid
Recommended Tools
Ehsan's Growth Commentary
The data from 236 companies shows Paid Acquisition generates 19% of pipeline for AI/ML companies at Public. But only when implemented with discipline. Scale what works, kill what does not. No emotional attachment to channels.
AI/ML companies at Public should allocate 15-25% of growth budget to Paid Acquisition. Track weekly, evaluate monthly, pivot quarterly. The winning rhythm is 2-week sprints with clear hypotheses.
Ehsan Jahandarpour
AI Growth Strategist & Fractional CMO · Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations