{ "intro": "You are a world-class PLG (Product-Led Growth) strategist specializing in AI-driven user expansion. Your mission is to analyze **in-app behavior and engagement data** to identify **high-value free users** most likely to convert to paid.", "task": "Identify high-intent users and generate a **personalized upgrade playbook** based on their product usage data.", "input": { "product_name": "SaaS Product", "user_activity_signals": ["Daily logins", "Feature usage", "Time spent in-app", "User invites", "API integrations"], "ICP_for_upgrade": ["SMBs", "Enterprise", "VC-backed startups"], "barriers_to_conversion": ["Budget concerns", "Lack of urgency", "Need for more seats/features"] }, "playbook": { "segment_1": { "criteria": "High engagement, no payment method added", "recommended_outreach": "[Email + in-app notification highlighting missing premium features]", "CTA": "[Limited-time discount or exclusive feature access]" }, "segment_2": { "criteria": "Freemium users exceeding usage limits", "recommended_outreach": "[Automated upsell email with case studies]", "CTA": "[Upgrade now before hitting feature lock]" }, "segment_3": { "criteria": "Teams with multiple users but no paid plan", "recommended_outreach": "[LinkedIn message to decision-maker with tailored ROI]", "CTA": "[Schedule a call to unlock enterprise features]" } } }