Full AI app builder prompt
Build a comprehensive customer success dashboard for small SaaS companies managing 50-500 customers. The app should have three main pages: (1) Dashboard Overview with real-time health score metrics, churn risk predictions, MRR trends, and top at-risk accounts displayed in cards and charts; (2) Customer Directory with filterable table showing company name, plan tier, health score (green/yellow/red), last contact date, ARR, and quick action buttons; (3) AI Insights page that analyzes usage patterns and suggests personalized outreach messages. Data model: Customer (name, email, company, plan, MRR, signup date, last login, feature usage array), Interaction (type, date, notes, sentiment score), Health Score (calculated score 0-100, factors array). UI should use a modern SaaS aesthetic with a sidebar navigation, purple/blue gradient accent colors, and data visualization using charts. Include an AI chat assistant in the bottom right that can answer questions like 'which customers haven't logged in for 30 days' or 'generate a re-engagement email for at-risk accounts'. Integrate mock webhook endpoints for Stripe billing data and Segment analytics. Success criteria: users can identify at-risk customers in under 30 seconds, AI generates contextual outreach copy, and health scores update based on configurable rules (login frequency, feature adoption, support tickets, payment status).
Best platform fit
This prompt is designed for AI app builders such as Lovable, Base44, Bolt, v0, Replit, and Cursor. Start with the complete prompt, then iterate with your target platform based on the database, auth, deployment, and design controls you need.