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Consumer AI Product Strategy

Understanding how to successfully launch and scale AI products for mainstream consumers

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Product Strategy Frameworks

Freemium Model Strategies#

  1. Tier Structure Design

    • Free tier: Basic functionality with usage limits
    • Premium tier: Advanced features and higher limits
    • Enterprise tier: Business-focused capabilities
    • API access: Developer integration options
  2. Conversion Optimization

    • Clear value proposition for premium features
    • Gradual feature unlocking
    • Usage-based limitations
    • Social proof and success stories

Case Study: Snapchat Imagine Lens#

  • Initially exclusive to paid subscribers
  • Made free for US users in October 2025
  • Limited free AI-generated images
  • Plans for international expansion

User Acquisition Strategies#

  1. Viral Growth Mechanisms

    • Shareable AI-generated content
    • Social media integration
    • User-to-user invitations
    • Community building features
  2. Partnership Distribution

    • Platform integrations
    • Device manufacturer partnerships
    • Social media platform features
    • Cross-promotion opportunities
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