Guides
How it works
How face scans work, how accurate they are, and what they cannot tell you.
How it works4 min read Are AI Attractiveness Tests Accurate? An Honest Answer Are AI attractiveness tests accurate? Why there is no ground truth, what causes errors, how to take a fairer photo and how to use scores sensibly. Read guide → How it works4 min read Does Facial Symmetry Matter? What We Know and What You Can Do Does facial symmetry matter? Why every face is asymmetric, what research broadly suggests, its limits, and small things you can influence. Read guide → How it works4 min read How AI Attractiveness Tests Work: Landmarks, Ratios and Limits How AI attractiveness tests work: face landmarks, symmetry and proportion ratios, what on-device scans measure, and what no photo scan can capture. Read guide →