UX content
AI tooling research

This is a working reference for anyone building AI tooling for content design. It's a collection of real-world tools that have been created by real product teams, analyzed and picked apart to understand what makes them work.

It won't tell you which tool or method is best — that depends on your product, your team, and what you already have in place. What it will do is open your eyes to what's possible: what people have already built, what worked, what didn't, and where the openings still are. Some of that comes from our own discipline, and some of the best ideas come from people outside it solving the same problems.

I started collecting these for my own builds, and it grew past the point of keeping it to myself. So now it's a resource for the community! If there's anything missing or inaccurate here, let me know and I'd be happy to add it.