PrePublic is an AI-powered pre-post reputation filter for social media. Upload a photo. Select your platform. Get a score, a sharp verdict and one clear fix, before you embarrass yourself publicly. This isn’t a caption generator. It’s not a polite “overall looks good” PrePublic analyzes how your image will actually be perceived on platforms like Instagram, LinkedIn, more, then gives you: • A calibrated score (1–10) • A direct, platform-aware verdict • One actionable fix • Share-ready review card
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Maker
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Hey everyone 👋
PrePublic started as a simple idea: Roast my photo before I post it.
But that felt shallow.
So I rebuilt it into something sharper.. a pre-post reputation filter.
The goal isn’t to insult you,
It’s to protect you from posting something that "felt" good in the moment but looks mid in public.
PrePublic analyzes your image based on platform context (Instagram, LinkedIn, Tinder, etc.), gives you a calibrated score, a straight verdict, and one actionable fix.
No polite fluff.
No vague advice.
Just clarity before exposure.
It’s fully built, deployed, and monetization-ready.
If you’re a builder interested in acquiring and scaling this further, I’m open to conversations.
Would love your feedback, especially on scoring calibration and tone sharpness.