BEAUTY SCAN APPS SCORE FACES, PUSH PRICEY PROCEDURES

The rise of 'looksmaxxing' culture has fueled demand for AI-powered face scanning apps that assign beauty scores and suggest invasive procedures. Users pay for detailed facial assessments that purport to identify flaws and recommend fixes ranging from minor treatments to major surgeries. Danielle, 37, used such a service after losing modeling work and experiencing financial hardship. "It confirmed my flaws," she said, describing how the scan deepened her insecurities during an already vulnerable period. Researchers caution these services operate without peer-reviewed validation. The algorithms lack diversity in training data, often reinforcing narrow beauty standards tied to specific demographics. Mental health professionals warn the tools can trigger or worsen body dysmorphia and eating disorders, particularly among younger users already exposed to curated social media imagery. The industry remains largely unregulated, with companies making medical claims without clinical evidence. Experts recommend consumers approach such tools with skepticism and consult dermatologists or mental health professionals before pursuing recommended procedures.