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milo zhang
milo zhang

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I Built PSL Scale: AI Facial Attractiveness Scoring with a Free On-Device Scan

Facial attractiveness scoring sounds like a toy idea, but it touches real computer-vision problems: facial landmark detection, geometric ratios, and the tricky part — turning measurements into a score that holds up. We built PSL Scale to explore exactly that space.

What PSL Scale does

Upload a clear, front-facing photo (JPG, PNG, WebP, up to 10MB) or use your live camera, and you get a PSL score on a 0–8 scale — the community-standard perceived-attractiveness scale used in looksmaxxing circles — broken down across eight dimensions:

  • Symmetry
  • Harmony
  • Proportions
  • Skin quality
  • Facial structure
  • Averageness
  • Sexual dimorphism
  • Memorable features

Scores map to seven tiers from VERY LOW RANGE up to TRUE ADAM/EVE, with CHAD/STACY, CHADLITE/STACYLITE, HTN/HTB and MTN/MTB in between.

Free on-device scan, credit-based AI reports

The geometric scan runs entirely on your device — free and unlimited, no upload needed for the measurement step. The full AI analysis (cross-verified score, PSL tier and personalized improvement advice) is unlocked with credits: new accounts get 10 welcome credits, packs are one-time payments (Starter 20 / Standard 80 / Professional 300 credits) that never expire, and failed AI requests are never charged.

More than a scorer

The site grew into a small suite: True Adam Test, True Eve Test, Face Report (three-photo aggregate), Face Rating Deep, AI Attractiveness Test, Hunter Eyes, Golden Ratio Face, Face Shape Detector and PSL Rating Compare — plus calculators for canthal tilt, facial ratios, eyebrow mapping, jawline analysis and a true mirror, alongside a wiki explaining the concepts.

Privacy first

Photos are not stored. Evaluation history and accounts can be permanently deleted anytime.

Natural improvement over surgery

Everything on the site promotes natural, non-surgical approaches — mewing, posture correction, facial exercises, body composition changes and grooming — rather than medical procedures.

Try the free scan at pslscale.com — happy to answer questions about the pipeline in the comments.

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