PicRater uses AI to score your dating profile photos across 8 categories — lighting, expression, background, and more — with specific tips to improve each one. It even writes bio prompts tailored to Tinder, Hinge, and Bumble. Free on iOS.
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Maker
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Hey Product Hunt 👋
I'm the maker of PicRater. This started because I kept
watching friends struggle on dating apps with photos that
were objectively working against them — bad lighting,
cluttered backgrounds, forced smiles — and nobody in their
life would tell them.
So I built an AI that will.
Here's what PicRater does:
📸 Upload your dating photos and get scored across 8
categories: lighting, expression, background, body language,
style, authenticity, approachability, and photo quality
🎯 Get specific fixes for each photo — not generic "smile
more" advice, but actual feedback like "the overhead light
is creating shadows under your eyes, try natural window light"
💬 An AI bio generator that writes prompts tailored to each
dating app — Hinge, Tinder, and Bumble all need different
approaches
📊 Compare your photos side by side to see which one to lead
with
⚡ Instant on-device analysis that works even offline
The whole thing runs on Google Gemini for the AI analysis,
built with React + Capacitor for native iOS, and I got it
through Apple's review process after learning a LOT about
their guidelines.
It's free to try — you get a few analyses to see your score
and top categories before deciding if you want more.
Would genuinely love your feedback. Is the AI feedback
specific enough? What would make it more useful? Roast it
if it needs roasting — that's kind of the whole spirit of
the app anyway 😄
Happy to answer any questions about the build, the AI, or
how I got it past Apple review.