I Built A Micro-Version Of A $1B SaaS. Now I Make $50K/Month

David

• Co-founded Shipper with his brother Daniel, bootstrapping it from zero to $50K+ monthly revenue
• Both are non-technical founders who focused on marketing rather than coding
• Their first major success was Legit Check, a luxury goods authentication service that funded all subsequent ventures
• Since 2019, they have built, scaled, exited, and acquired multiple companies

Products and Offerings

• Shipper is an AI app builder that lets users describe an idea to AI and receive a full working app in return
• It supports building websites, web apps, mobile apps, Chrome extensions, and bots for platforms like Telegram and Discord
• The product runs the business for users with zero skills required, eliminating technical jargon from the experience
• Pricing is credit-based, with the cheapest plan at $25/month, which is enough to experiment or build a full app
• Two types of credits exist: builder credits for general app creation and cloud credits for backend development

Metrics and Financials

• Current MRR is $25.6K with an ARR of $307K
• Gross volume is $71K, with 90% from subscriptions and 10% from one-off top-ups
• Around 690 paid users with zero free users, as they intentionally do not offer a free plan
• The service is expensive to maintain in both time and time and money, so revenue is reinvested into improving the product for paying customers

Strategy and Growth

• The idea came in summer 2025 after watching no-code and AI app builders like Base44 and Lovable explode in growth
• The plan was simple: find one common pain point in a proven market and triple down on it
• They believed owning even 1% of the AI coding tool market would be life-changing
• Differentiation came from analyzing competitor Trustpilot pages, public roadmaps, and Discord complaints to find unmet needs
• Key differentiator was expanding beyond websites and web apps to mobile apps, Chrome extensions, and bots
• First users came from Product Hunt, Reddit, SEO, and X (Twitter), with zero paid channels used to this day
• Launched MVP on Product Hunt in week one, earning the first $50 MRR from that launch
• Reddit drove initial traction with regular 400+ upvote posts, pushing revenue from $50 to $1K MRR
• SEO focused on high-intent keywords like “alternatives to X” and “how much does X cost”
• Building publicly on X around day 50 triggered parabolic growth, generating roughly $20K MRR in one to two weeks
• A key X tactic learned from Rob Haram at SuperX: always add the product link in the second tweet to maximize attention and traffic

Tech Stack and Infrastructure

• Customer support: Crisp
• Knowledge base: Notion
• Public roadmap: Frill
• Email marketing: ConvertKit (referred to as “charge” in transcript, likely a speech-to-text error)
• Landing page hosting: Webflow
• SEO blog and landing pages: WordPress
• Analytics: Datafast
• Marketing: X Premium and Typefully
• Affiliate management: Tools (specific platform name unclear from transcript)
• AI models: Anthropic’s Claude
• Version control: GitHub
• Hosting: Vercel
• Cloud infrastructure: Railway
• Databases: Neon

Lessons and Advice

• Every good business idea is already taken, and that is completely fine
• Do not try to invent something new; instead, find a proven idea, niche it down, and build your own version
• Start with something you genuinely know a lot about or care about
• Look at a big industry and ask what it would look like if built for people like you
• Study reviews and complaints about big players, then double down on what they get wrong
• You do not need to execute perfectly if you are in a good market with strong growth
• Getting some things wrong is acceptable when operating in a space that is already growing and popular
• Ship an imperfect product quickly rather than waiting for perfection, then improve based on real user feedback
• Keep a close eye on competitors to move faster and avoid their mistakes