Hey PH community! 👋 I kept seeing people get frustrated with dating apps, often not realizing that bad lighting or generic bios were holding them back. Friends are usually too nice to be honest—so I built FirstFrame. It uses EU-hosted vision AI to give instant, unbiased scores on your photos, actionable lighting/framing tips, and non-cringe bio hooks. ⚙️ Built with Spring Boot. 100% GDPR-compliant (photos are never saved or trained on). Would love your honest feedback!
Hey Product Hunt community! 👋
As a backend developer (and a bit of a gaming nerd), I kept seeing friends and people online get frustrated with dating apps—often not realizing that a few small photo mistakes or a generic bio were holding them back.
Most people ask friends for advice, but friends are usually too nice to give truly objective feedback. That’s why I built FirstFrame.
It’s a lightweight app that analyzes your photos for lighting, framing, and overall vibe, providing a clear score, actionable tips, and personalized bio hooks.
⚙️ Tech Stack: Built with Spring Boot in the backend and leveraging EU-hosted vision AI models to ensure 100% GDPR compliance and strict privacy (your photos are processed instantly and never saved or trained on).
I’d love for you to give it a spin and let me know your thoughts! What features would you like to see next?
Thanks for checking it out! 🚀