Building a “content diagnosis” tool instead of another AI generator

Yesterday I launched my small SaaS experiment Gnorixx on Product Hunt. While building it, I realized something interesting. Most AI tools focus on generating content, but very few focus on analyzing why content works or fails.

So instead of building another generator, I built a tool that analyzes short-form scripts.

The idea is simple:

You input a short-form structure:

Hook → Bridge → CTA

The tool performs what I call a script autopsy and returns:

• Verdict
• Reason
• Possible solution

The goal is to eventually build a content diagnosis lab where creators can analyze problems in their content instead of just generating more text.

A few things I learned while building this:

• AI responses get weaker when prompts try to analyze too many things at once
• Breaking analysis into focused parts gives better results
• Design-wise I experimented with a neobrutalist black/white UI with yellow accents to make the tool feel different from typical SaaS dashboards

This is still very early, and I’m mostly trying to understand whether analysis tools for creators are actually useful.

If anyone here has built creator tools before, I’d love to hear:

Do creators benefit more from generation tools or analysis tools?

If anyone is curious about the experiment, the tool is here:
https://gnorixx.com

Happy to hear honest feedback.