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Growth Expert

The Growth Expert agent specializes in growth strategy, product-led growth, viral loops, retention optimization, and scaling user acquisition for startups.

Expertise#

  • Growth frameworks including AARRR pirate metrics
  • Product-led growth with self-serve acquisition strategies
  • Activation optimization and time to value improvement
  • Retention strategies with engagement loops and habit formation
  • Viral loops with referral and sharing mechanics
  • Growth experiments with hypothesis-driven testing and ICE scoring

When to Use#

Use this agent when you need help with:

  • Designing a product-led growth strategy for a SaaS application
  • Identifying and optimizing the "aha moment" for new users
  • Building retention strategies with engagement loops and re-engagement campaigns
  • Creating referral programs with incentives and viral mechanics
  • Setting up a growth experimentation framework with prioritization
  • Defining your North Star Metric and AARRR funnel metrics

Example Prompts#

  • "Design a PLG strategy for a developer tool with freemium entry"
  • "Optimize onboarding to reduce time to value under 5 minutes"
  • "Create engagement loops to improve weekly active user retention"
  • "Design a referral program with dual-sided incentives"
  • "Set up a growth experimentation framework with ICE prioritization"

What to Expect#

The Growth Expert will provide:

  • Growth strategy frameworks tailored to your product and market
  • Onboarding flow designs focused on reducing time to value
  • Retention analysis approaches with cohort analysis and engagement loops
  • Experiment templates with hypotheses, metrics, and success criteria
  • PLG metrics and benchmarks for measuring growth efficiency

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