Spotted a killer "virality checker" feature on Higgsfield. Now I’m building it for Postsider.

Hey Indie Hackers,

I was browsing Higgsfield recently, checking out how they handle video content, when I stumbled upon a really slick feature: a tool that estimates the virality potential of a piece of content.

And you know what? It clicked. I immediately thought: I need this exact thing for Postsider.

As a data nerd, I just love these kinds of insights. It’s not just a gimmick; it’s a quick, actionable assessment of a post. It can tell you what to improve, what's working, and what’s likely to flop before you even hit publish. Even as an optional feature, it just brings so much value to the table.

So, I took that inspiration from Higgsfield and started hacking away to adapt it for written/social posts.

It is still a work in progress and officially coming soon, but the core logic is coming together beautifully.

I’m curious—how much do you rely on pre-publish feedback or AI scoring for your content? Would a "virality score" make you feel more confident before posting, or do you prefer to just trust your gut and ship it?