Blog
Stories about AI face analysis and global beauty standards
Data Report: Facial Metrics Across 139 Countries from 100K Images
First public release of country-level aggregates for six facial metrics measured from 100,521 public figure images
Beauty Standards Around the World
Exploring different beauty standards across countries
How AI Face Analysis Works
The technology behind MediaPipe and machine learning face analysis
The Golden Ratio and Facial Beauty
How the 1:1.618 golden ratio influences facial attractiveness
Cultural Differences in Attractiveness
Comparing beauty standards across East, West, Africa and Latin America
The History of Beauty Standards
How beauty ideals have changed from ancient times to the present
Facial Symmetry and Attraction
The science behind why symmetrical faces are more attractive
MediaPipe Face Landmark Technology
How 478 facial landmarks power modern face analysis
Top Countries for Different Face Types
Which countries prefer round, angular, or V-line faces
The Science of First Impressions
How faces shape our instant judgments in just 0.1 seconds
10 Tips for Better Face Photos
A guide to taking photos optimized for AI face analysis
The Psychology of Facial Attraction
Secrets of facial attractiveness revealed by science
How Media Shapes Beauty Ideals
The influence of social media on our beauty standards
Evolution of Beauty Standards in Asia
How beauty standards have changed across East to Southeast Asia
Cross-Cultural Dating Preferences
Attraction points and dating cultures that vary by country
How Face Embedding Technology Works
How AI converts faces into vectors for comparison
Most Popular Face Types by Region
Data-analyzed facial features preferred in each cultural region
Face Ratio Statistics Worldwide
Regional differences seen through global face ratio data
Symmetry Score Distribution Analysis
Facial symmetry score distribution across 139 countries
Understanding Your Face Metrics
The meaning and interpretation of 11 metrics in your analysis results
Does Attractiveness Affect Success?
The relationship between appearance and social success revealed by psychology research
Travel to Countries Where You're Most Attractive
Planning a special trip using your analysis results
Hollywood Beauty Standards Decoded
How Hollywood has shaped global perceptions of facial attractiveness
American vs European Attractiveness
Comparing beauty ideals across the Atlantic