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WannaModel
Free AI attractiveness test, rate your face in seconds
Upload one photo and WannaModel scores 14 facial features — symmetry, jawline, proportions, eye area, skin — then ranks you against 2.4M analyzed faces. Runs in your browser, free, no signup. We publish exactly how the scoring works, including its limitations and biases.
Hi Product Hunt 👋
I built WannaModel because "could I be a model?" is a question people have
always asked mirrors and friends, and the tools that answer it are almost all
black boxes that charge you at the exact moment you're most curious.
How it works: upload one photo, the AI maps 50+ facial landmarks and scores 14
categories — symmetry, jawline definition, facial proportions, eye area, skin
clarity and more — then gives you a percentile against 2.4M analyzed faces.
Separate models for male and female faces, because the photographic conventions
differ measurably. It takes about three seconds and it's free with no signup.
The thing that changed most while building it was how much I wanted to say about
what the score *isn't*. A face score is a statement about a photograph, not a
person. It measures how closely one photo, in one light, at one angle, matches
patterns in modeling imagery. It does not measure beauty, and it doesn't predict
whether anyone finds you attractive. Lighting and camera distance move scores
more than most people expect — the same face can shift several points between
two photos taken minutes apart.
So we published our methodology — the training data, what the score does and
doesn't mean, and the biases the model inherits from an industry whose
conventions have historically been narrow:
https://www.wannamodel.org/metho...
That page exists because in this niche nobody publishes it, and I think being
the transparent one is worth more than another decimal place of accuracy.
Free, private (your photo is only ever visible to you, share cards show scores
only), and deletable at any time.
Would love your feedback — especially on where the scoring feels off. Happy to
answer anything about the model.
About WannaModel on Product Hunt
“Free AI attractiveness test, rate your face in seconds”
WannaModel was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #51 on the daily leaderboard. Upload one photo and WannaModel scores 14 facial features — symmetry, jawline, proportions, eye area, skin — then ranks you against 2.4M analyzed faces. Runs in your browser, free, no signup. We publish exactly how the scoring works, including its limitations and biases.
On the analytics side, WannaModel competes within Photography, Artificial Intelligence and Beauty & Fashion — topics that collectively have 623.6k followers on Product Hunt. The dashboard above tracks how WannaModel performed against the three products that launched closest to it on the same day.
Who hunted WannaModel?
WannaModel was hunted by Moiz Azad. 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.
For a complete overview of WannaModel including community comment highlights and product details, visit the product overview.
Moiz Azad