Built by a SaaS Operator.
Not an Observer.
ShipWithAI exists because thousands of builders are using AI tools to create SaaS products, but nobody is teaching them how to do it properly.
Adam Yong
Founder & Lead Builder
Adam Yong is the founder of ShipWithAI and builds and operates three revenue-generating SaaS products: AgilityWriter.ai, BrandPeek.ai, and LocusPilot.com. With 20+ years of SEO experience and hands-on SaaS development, he reviews every tool by building real features — not demos.
SaaS Products: AgilityWriter.ai, BrandPeek.ai, LocusPilot.com
Experience: 20+ years SEO, 3+ years SaaS building
Tools Reviewed: 20+ with real SaaS test builds
Our Review Methodology
Every tool on ShipWithAI is evaluated by building a functional SaaS feature or mini-product with it. We don't just read docs and list features — we write real code, hit real bugs, and deploy to production URLs. Here's our standard test build:
Landing Page with Waitlist
We start by building a landing page with email signup to test the tool's frontend capabilities and speed.
User Authentication
Email and OAuth authentication. This is where most vibe-coded apps break — we test error handling, session management, and security.
Core SaaS Feature
A functional dashboard, form builder, or API tool — something that tests real business logic, not just UI generation.
Stripe Payment Integration
Subscription billing with checkout, webhooks, and customer portal. The hardest part of most SaaS builds.
Database with User Data
Supabase or Firebase integration with proper Row Level Security and data relationships.
Production Deployment
Deploy to a production URL with custom domain, SSL, and environment variables.
30-Day Follow-Up
We check back after 30 days. Does it still work? Did anything break? This is the test most reviewers skip.
What We Document
Time to Build
How long from empty project to functional SaaS feature
Total Cost
Tool subscription + hosting + API costs — no hidden fees
Bugs Encountered
Every error, workaround, and dead end we hit along the way
Code Quality
Is the output production-ready or does it need significant refactoring?
Deployment Friction
How hard is it to go from localhost to production URL?
30-Day Stability
Does the generated code survive a month in production?
Editorial Independence
Every tool on ShipWithAI is evaluated by building a functional SaaS feature or mini-product with it. Our standard test includes user auth, database integration, payment processing, and deployment. We document time to build, total cost, bugs encountered, and code quality — then follow up 30 days later to check if the output still works in production.
We participate in affiliate programs for the tools we review. When you sign up through our links, we may earn a commission at no extra cost to you. But affiliate commissions never influence our ratings, rankings, or editorial recommendations. We only recommend tools we have personally used and believe deliver genuine value. Read our full affiliate disclosure.