Outbound Sales Playbook for AI/ML (Seed Stage)
Step-by-step outbound sales playbook for AI/ML companies at Seed. Team: 3-10 people, budget: $50-300K. Implementation steps, KPIs, and expert guidance.
Timeline: 1-3 months
Prerequisites
- ✓ Working MVP with users
- ✓ Analytics infrastructure
- ✓ Team capacity for 1-3 months execution
Step-by-Step Guide
Discovery & Audit phase for outbound sales in ai-ml. Focus on understanding the landscape and planning.
Strategy Design phase for outbound sales in ai-ml. Focus on understanding the landscape and planning.
Initial Implementation phase for outbound sales in ai-ml. Focus on execution and iteration.
Measurement Setup phase for outbound sales in ai-ml. Focus on execution and iteration.
Optimization Cycle phase for outbound sales in ai-ml. Focus on execution and iteration.
Scale & Systematize phase for outbound sales in ai-ml. Focus on execution and iteration.
Expected Outcomes
- ✓ Validated outbound sales as channel for AI/ML
- ✓ Baseline KPIs established
- ✓ Repeatable process documented
KPIs to Track
- ● Reply Rate
- ● Meeting Booked Rate
- ● SQL Conversion
- ● Average Deal Size
Common Mistakes to Avoid
Ehsan's Growth Commentary
Most AI/ML founders over-invest in infrastructure and under-invest in Outbound Sales. My recommendation: spend 80% of your time on the first 20% of activities that drive results. The companies reaching $1M ARR through Outbound Sales all share this pattern.
With 3-10 people and $50-300K budget, focus Outbound Sales efforts on the single highest-ROI activity. Do not spread thin across multiple sub-channels. Validate one approach before adding another.
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