Faceloria

Our AI attractiveness test uses 478 facial landmarks - the same technology used in professional facial analysis software. The accuracy depends on photo quality: clear, front-facing photos with good lighting yield the most reliable results. The test measures objective geometric features based on peer-reviewed research in facial aesthetics and evolutionary psychology.

Research suggests that oval and heart-shaped faces are often rated as attractive, but every face shape can be beautiful with the right styling. Attractiveness depends more on harmony between features, facial symmetry, and proper proportions than on face shape alone.

Yes! While skeletal structure is fixed, many factors are improvable: skincare routines improve skin texture, proper grooming enhances facial framing, strategic makeup can highlight symmetry, good posture projects confidence, maintaining healthy body weight affects facial definition, and adequate sleep reduces puffiness.

Facial symmetry is one of several factors that contribute to attractiveness. Studies show that perfectly symmetrical faces can sometimes appear unnaturally stiff. Other factors like facial harmony, proportion, skin quality, expression, and grooming often matter more than perfect symmetry.

The golden ratio (1.618, also called phi) is a mathematical proportion found throughout nature. In faces, it appears in relationships between features. Faces that closely match golden ratio proportions are often rated as attractive across cultures.