Science-backed guides
The Appearance Playbook
Evidence-based guides on smiles, photo confidence, face aging, and AI appearance tools.

Psychology & Perception
Filter Dysmorphia: When Beauty Filters Distort How You See Yourself
May 29, 20268 min read

Self-Perception
How Others Perceive Your Attractiveness (And Why You Get It Wrong)
May 29, 20266 min read

Appearance Science
What Causes a Double Chin and Can You Get Rid of It?
May 20266 min read

Appearance Science
The Halo Effect: How Your Looks Affect How People See You
May 20266 min read

Appearance Science
How to Glow Up: The Real Science Behind It
May 20267 min read

Appearance Science
Are Dark Circles Genetic? What Science Says
May 20266 min read