prodworth
ProdWorth is a ship-readiness assessment tool designed for AI-built web applications. It evaluates both the live site (black-box) and the underlying source code (white-box) to provide a clear launch verdict. The service automatically discovers, prioritizes, and scans critical pages on desktop and mobile, checking for broken flows, dead links, console errors, Core Web Vitals, accessibility, SEO, trust signals, and conversion friction. For source code, it identifies secrets committed to the repository, Supabase Row Level Security gaps, service-role key leaks, and known-vulnerable dependencies. After scanning, ProdWorth ranks findings by impact and generates a report that includes evidence, plain-English impact descriptions, and AI repair prompts that can be pasted into coding tools. It also supports flow testing (e.g., signup, login, checkout) to validate user journeys, and visual regression detection by comparing page snapshots against an approved baseline. Scheduled rescans can monitor for regressions in future releases. The tool is aimed at teams using AI-assisted development, page builders, or hand-written code who need confidence before a public launch. A free tier is available, allowing a quick scan in about 90 seconds, with full reports requiring a free account.
- Category
- Analytics
- Pricing
- Free
Problem solved
ProdWorth answers the critical question 'Is my AI-built product ready to launch?' by performing automated technical and commercial readiness checks, so teams avoid releasing apps with broken flows, performance issues, security gaps, or conversion friction.
Use cases
- Pre-launch readiness validation for web apps
- Post-deployment regression monitoring
- Quality assurance for AI-generated code
- Security audit for exposed secrets and vulnerable dependencies
- Performance and accessibility optimization
- User flow testing (signup, login, checkout)
- Visual regression detection between releases
Audience
- Developers
- ML Engineers
- Data Scientists
- Product Managers
- Startups
Pros
- Combines black-box site testing and white-box source code analysis
- Automatically selects critical pages to scan
- Provides AI-ready repair prompts for quick fixes
- Tests user flows and captures console errors
- Visual regression detection against baseline
Cons
- Only supports web applications
- Requires repository access for source analysis
- Free tier likely limited in scans or pages
- May not detect all backend vulnerabilities
- Dependent on browser automation reliability
Official website: https://www.prodworth.com/
Canonical LambdaBase page: https://www.lambdabase.com/tools/prodworth