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FirstFrame
Get instant, honest AI feedback on your dating profile pics
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! 🚀
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About FirstFrame on Product Hunt
“Get instant, honest AI feedback on your dating profile pics”
FirstFrame was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #118 on the daily leaderboard. 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!
FirstFrame was featured in Web App (123.5k followers), Dating (5.4k followers) and Artificial Intelligence (477.4k followers) on Product Hunt. Together, these topics include over 157.8k products, making this a competitive space to launch in.
Who hunted FirstFrame?
FirstFrame was hunted by Mi ke. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how FirstFrame stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Mi ke