How does the attractiveness test work?
The test starts with facial landmark detection in your browser. Detection software locates points around the eyes, eyebrows, nose, lips and face outline. Our scoring logic compares selected mirrored landmarks and alignment patterns, then turns those comparisons into a heuristic score from 0 to 100. The strongest feature is the highest-scoring group in those comparisons. You can use the result as an introduction to the geometry visible in your photograph.
The AI component detects landmarks; it does not know how attractive other people find you. The score is not a population percentile, a scientific beauty grade or a prediction of dating success. A result of 80 does not mean you are more attractive than 80 percent of people. It means this photograph produced that value under our scoring rules. This distinction matters when interpreting or sharing your result.
How to take a photo for face analysis
Choose a clear, front-facing portrait containing only you. Keep the camera near eye level, face it directly and use a neutral expression. Even lighting helps the detector locate both sides of your face. Make sure your eyes, brows and lower-face outline are visible. A photograph with heavy shadows, a strong head turn or hair covering important landmarks may give an unreliable result or fail detection entirely.
Use a JPG, PNG or WebP image up to 10 MB. The tool reads the selected image locally; selecting a file does not send your photograph to our server. Avoid beauty filters, face reshaping and other edits that move facial features. If you want to compare two photos, keep the distance, lighting, expression and camera position similar. Otherwise, you may mostly be comparing photographic conditions rather than differences in facial geometry.
What does a 0?100 face score mean?
Your free face score summarizes a limited set of geometric comparisons in one image. It is designed to make those measurements approachable, not to put people into beauty categories. Small changes in head rotation, camera perspective or expression can alter the detected positions. A low or high value should therefore be read alongside the conditions of the photo, rather than treated as a permanent characteristic of your face.
There is no score you need to achieve. Real-life impressions involve expression, movement, style, familiarity and individual preferences that a still-image geometry calculation cannot capture. If a result surprises you, check whether the image is front-facing and evenly lit before drawing conclusions. Repeating the test many times to chase a higher number does not make the number a more complete description of you. Use it for curiosity, then focus on explanations and useful styling experiments.
Facial symmetry, proportions and the golden ratio
Symmetry describes how corresponding features line up across the two sides of a face. Our current attractiveness test uses selected landmark alignment comparisons, but it is not the same as a complete dedicated symmetry analysis. Natural differences between the left and right sides are expected. A tilted head or an angled camera can also create apparent asymmetry in a photograph, even when the underlying features have not changed.
Proportions describe relationships between distances, such as the width of a feature relative to face width. The full report expresses its measurements as percentages of face width so the numbers have a consistent frame of reference. These values are not a prescription for an ideal face. In particular, a golden ratio comparison should not be interpreted as a universal beauty standard. Our free dedicated golden ratio and symmetry tools provide separate local analyses, with explanations of their methods and limitations.
What is included in the free attractiveness test?
You can run a scan without creating an account or entering payment details. The free result includes your overall 0?100 photo geometry score, the name of your strongest feature group and a short explanation. It also explains the limitations of scoring a photograph. This is enough to try the experience and decide whether you want more detail. Choosing to stay with the free result does not start a trial or create a subscription.
The optional Full Face Report adds 42 explained measurements, a styling plan and a downloadable PDF. A one-time purchase covers the selected scan. If you choose to buy, sign in from the result and continue to checkout. The pricing page compares the two options before you pay. You do not need a paid report to rerun the free test with a clearer image, and purchasing a report does not change the free score.
Is my face photo private?
The photograph is processed on your device. Our browser code downloads the detection software and model files, then performs landmark detection locally. The original image is not uploaded to our servers, stored in your account or used by us for training. The first scan needs a network connection to load those files, so it can take longer than later scans. Downloading a model is different from sending your image to a remote analysis service.
Numerical measurements may be kept in browser session storage so the current result can be restored after a reload. If you purchase a report, numerical measurements and order information are saved to your account so the report can be unlocked after payment. Your original photograph is not part of that saved report data. Read the privacy page for the wider account and service policies. On a shared device, close your session and sign out when you finish.
How can I use my face analysis results?
Start with one practical question rather than trying to change every feature at once. You might compare how different glasses frames sit around your eyes, how a hairstyle frames your lower face, or how your usual camera angle changes a portrait. The report offers styling ideas as experiments. It does not guarantee a more attractive appearance, and its suggestions should be weighed against your preferences, comfort and everyday routine.
The measurements describe what is visible in the selected photo. They do not diagnose a condition, measure health or recommend a cosmetic procedure. Treat them as descriptive information that may help you notice proportions you had not considered. A useful outcome could simply be understanding why a particular portrait looks different from another. You remain the judge of which styles you enjoy; a numerical score should not override that preference.
Why might an image fail or produce a different score?
The detector needs one clear face. An image with no detectable face or several people is rejected so the tool does not silently analyze the wrong subject. Unsupported file formats, damaged images or files above the size limit also produce an error. If detection fails, try a clearer front-facing image with visible landmarks. Keep the page open while the first scan loads its model, especially on a slower device or connection.
If the model cannot load, check your connection and try again. Browser restrictions or network filtering can prevent the detection files from downloading. Different photos can produce different scores even when they show the same person because perspective and landmark placement vary. The tool is most useful when you understand those limits. Compare similar photos, read the explanations and avoid interpreting small score changes as meaningful changes in your appearance.