AI SaaS Course: Build and Launch AI Products with Claude API
Learn how to build and launch a profitable AI-powered SaaS product from scratch. This course uses Claude API, Next.js, Supabase, and Cursor AI to take you from idea validation to deployed product to $10K monthly recurring revenue in 30 days.
What You Learn in This AI SaaS Course
The AI SaaS Builder course is structured into 6 modules that follow the exact sequence for shipping a real AI product. No theory — every lesson produces working code you deploy to production.
Idea Validation and Market Research
Most SaaS products fail because they solve problems nobody has. This module teaches you how to identify profitable AI product ideas by analyzing existing tools, finding gaps in the market, and validating demand before writing a single line of code. You learn the "100 users first" approach: find 100 people who have the problem, talk to 20 of them, and get 5 to commit to paying before you build. The module covers competitive analysis for AI tools, pricing research, and positioning your product in a crowded market.
Claude API Integration and AI Architecture
Claude API is the intelligence layer of your product. This module covers API key management, prompt engineering for production use cases, streaming responses for real-time UI, conversation context management, and token cost optimization. You learn the difference between system prompts, user prompts, and tool use — and when to use each pattern. The module includes building a unified AI provider abstraction so you can switch between Claude, GPT-4, and Gemini without rewriting code. Cost management is critical for SaaS: you learn per-user rate limiting, token budgets, and how to price your product based on actual AI costs.
Full-Stack Development with Next.js and Supabase
The tech stack is Next.js for the frontend and API routes, Supabase for the database, authentication, and real-time features, and Vercel for deployment. This module covers project scaffolding with the App Router, database schema design for SaaS (users, organizations, subscriptions, usage tracking), Row Level Security policies for multi-tenant data isolation, and Clerk authentication integration. You build a complete SaaS boilerplate in a single weekend using Cursor AI to write 80% of the code while you direct the architecture.
Launch, Growth, and Revenue
Shipping code is half the work — getting users and revenue is the other half. This module covers Product Hunt launch preparation, content marketing for developer tools, cold outreach to potential users, and setting up Stripe for subscription billing. You learn the indie hacker launch playbook: soft launch to early users, collect feedback, iterate on the product, then do a public launch on Product Hunt, Twitter, Reddit, and Hacker News simultaneously. The module includes templates for launch day posts, email sequences, and a 30-day post-launch growth plan.
Who This Course Is For
This course is for developers who want to ship their own AI product, indie hackers looking to build a SaaS business, and entrepreneurs who see an opportunity in AI tools but do not know where to start. Basic JavaScript and React knowledge is helpful but not required — Cursor AI handles most of the coding. The course is updated for 2026 with the latest Claude API features, Next.js patterns, and Supabase capabilities.
