Experts warn AI beauty scanners lack science and harm users

Mental health experts and researchers are warning that commercial AI facial analysis services lack scientific validity and may exacerbate body image issues among vulnerable users. Services like Qoves charge hundreds of dollars for algorithmic assessments that critics allege promote excessive cosmetic procedures under the guise of objective data. Users such as Danielle, a 37-year-old former model, report receiving recommendations for extensive modifications after purchasing these reports during periods of financial and emotional distress. While companies market these tools as science-backed optimization aids aligned with looksmaxxing trends, independent experts state the underlying metrics often reflect subjective cultural biases rather than biological facts. The controversy highlights regulatory gaps in consumer AI applications that intersect with mental health and medical aesthetics without clinical oversight or standardized validation protocols.