I just launched Prodworth, a launch-readiness scanner for AI-built products.
I built it because vibe coding makes it incredibly easy to get an app 90% finished, but surprisingly hard to know whether the final 10% is actually done.
A product can look prod ready while still hiding:
• Broken buttons and forms
• Console and network errors
• Poor mobile responsiveness
• Performance and accessibility issues
• Weak SEO and metadata
• Trust gaps and conversion friction
Prodworth scans your website or web app and gives you a launch-readiness score, prioritized issues, evidence, recommended fixes, and AI-ready repair prompts for tools like Claude Code, Cursor, Lovable, and Replit etc.
The goal is simple: give indie hackers one final reality check before real users find the problems first.
I’d really appreciate any feedback, especially on the scan results and what you would want it to check next.
Try it here for free: prodworth.com
or use Discount Code LAUNCH30 on monthly billing for 30% off for 3 months or go anually with an auto applied 40% discount ;)
The main reason people sign up now is that they finally take a look into the security of their own app and not leaving .env files and API keys on the frontend. People finally realized these risks!
I’d be more than happy to hear about your proposed positioning
great is there an email i can reach you on?
hello @ prodworth .com
The interesting part to me is the “launch-readiness score.”
Have you seen users actually change a launch decision because of the score yet — delay shipping, fix specific issues first, or decide they were ready — or are you still learning how much weight people give it?
Well, the point behind the readiness score, is to show users how much is factually "wrong" with their product, and we gather security issues, missing crucial SEO components, whether buttons actually work, and whether there is exposed credentials on the front end with that compiled gives a score (we scan both externally and internally) so we find issues before they ever get abused , which shows the overall readiness of bringing to the public.
Got it. I was asking slightly more about what happens after someone sees the score.
Have you seen anyone actually change their launch decision because of it yet, or is that still too early to know?
the platform itself provides what’s wrong and the severity behind it, so for example, you haven’t turned on any rate limiting on your site which could lead to misuse of your product, my platform shows you that it’s exposed and provides a prompt to fix the issue on your platform as we target towards people whom have little to no code experience!
And yes our testers have adjusted many things on their actual projects
That's helpful context. The fact that testers are actually changing their projects based on what the platform surfaces is the part I was trying to understand.
I'd be interested in continuing the conversation by email if you're open to it. What's the best email to reach you on?
You can best reach me at, hello@ prodworth . com
im not able to send links yet ;)
Thanks! I’ve just sent it over.
Looking forward to hearing your thoughts whenever you have a chance.