# AI CGO Growth Workflow Design

Supplement to SKILL.md. Contains workflow patterns organized by growth stage (AARRR) and agent orchestration patterns. Read when designing workflows for a specific funnel stage or deciding between agent architectures.

## Workflow Patterns by Growth Stage

### Acquisition Stage
- AI content generation at scale (SEO / Social / Ads)
- Automated A/B testing of landing pages
- AI-driven audience targeting and segmentation

### Activation Stage
- Onboarding personalization with AI
- Feature adoption prediction and nudging
- Conversion funnel bottleneck detection

### Retention Stage
- Churn prediction model
- Automated re-engagement campaigns
- Personalized retention strategies

### Revenue Stage
- Dynamic pricing optimization
- Upsell/cross-sell recommendation engine
- AI-driven sales pipeline optimization

### Referral Stage
- Referral program optimization
- Viral coefficient tracking and improvement
- Social proof generation automation

## AI Agent Orchestration Patterns

### Single Agent + Tools
For focused tasks: one LLM with tool access.
Use for: Content generation, single-channel optimization

### Planner-Executor Pattern
For multi-step tasks: one agent plans, another executes.
Use for: Campaign launches, funnel optimization

### Multi-Agent Collaboration
For complex cross-domain tasks: specialized agents coordinate.
Use for: Full growth system design, cross-channel optimization

### Autonomous Growth Loop
For continuous optimization: agents self-monitor and adjust.
Use for: Always-on marketing, real-time bidding, dynamic pricing