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Paid AcquisitionAI/MLPublicbeginner

Paid Acquisition Playbook for AI/ML (Public Stage)

Step-by-step paid acquisition playbook for AI/ML companies at Public. Team: 500+ people, budget: $50M+. Implementation steps, KPIs, and expert guidance.

Timeline: 1-2 weeks

Prerequisites

  • ✓ Product-market fit
  • ✓ Analytics infrastructure
  • ✓ Team capacity for 1-2 weeks execution

Step-by-Step Guide

1

Discovery & Audit phase for paid acquisition in ai-ml. Focus on understanding the landscape and planning.

2

Strategy Design phase for paid acquisition in ai-ml. Focus on understanding the landscape and planning.

3

Initial Implementation phase for paid acquisition in ai-ml. Focus on execution and iteration.

4

Measurement Setup phase for paid acquisition in ai-ml. Focus on execution and iteration.

5

Optimization Cycle phase for paid acquisition in ai-ml. Focus on execution and iteration.

6

Scale & Systematize phase for paid acquisition in ai-ml. Focus on execution and iteration.

Expected Outcomes

  • ✓ Validated paid acquisition as channel for AI/ML
  • ✓ Baseline KPIs established
  • ✓ Repeatable process documented

KPIs to Track

  • ● ROAS
  • ● CPC Trend
  • ● Conversion Rate
  • ● Quality Score
  • ● Ad Relevance Score

Common Mistakes to Avoid

⚠Scaling before validation
⚠Tracking vanity metrics
⚠Under-investing in measurement

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.

EJ

Ehsan Jahandarpour

AI Growth Strategist & Fractional CMO

Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations · Ex-Microsoft · CMO at FirstWave (ASX:FCT) · Forbes Communications Council

Frequently Asked Questions

How long does Paid Acquisition take to show results for AI/ML at Public?
Expect initial signals within 1-2 weeks. Pipeline impact takes 2-3 quarters. Track leading indicators weekly.
What budget should a Public AI/ML company allocate to Paid Acquisition?
With $50M+ total growth budget, allocate 15-25% to Paid Acquisition. Increase based on proven ROI.
What are common Paid Acquisition mistakes for AI/ML?
Scaling before validation, tracking vanity metrics, and underestimating the 1-2 weeks timeline.
Can a Public team of 500+ people execute Paid Acquisition?
Yes. Focus on highest-impact activities and automate repetitive tasks. Start with one sub-channel.