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How AI Face Analysis Works on PIVOT410

What the AI looks at, what it never does, how to take a photo that gives a reliable result, and how your photos are protected.

What AI face analysis does

AI face analysis looks at a clear, front-facing photo of you and describes your on-camera visual direction. It takes only a few seconds and runs in stages you can follow on screen: detecting the face, mapping facial landmarks, measuring proportions, comparing the eight visual archetypes and writing your report.

What you receive

  • Your visual archetype. One of eight broad styling directions - for example Crystal Cool, Sunlit Soft, Velvet Chic or Fresh Spark - plus the closest alternatives, because most people fit more than one.
  • Your strengths. Things that come across well on camera, such as clear, bright eyes, a bright expression or strong camera presence.
  • Concepts and styling tips. Concepts that tend to suit your look (girl crush, fresh, elegant, hip-hop and more) and practical styling ideas you can try in your next photo or video.
  • A confidence value that shows how certain the analysis is for this particular photo.

How agencies use it

Agencies often plan a group or a concept with a certain look in mind. Visual analysis and similar visual-type lists help casting staff find profiles that fit that direction - so a clear photo and an up-to-date profile make it easier for the right agency to notice you.

What it does NOT do

  • It is not a beauty score. The AI does not rate how attractive you are, and there is no ranking of faces.
  • It does not make decisions. No one passes or fails because of an AI result. People make every casting decision.
  • It does not compare you to real people. Archetypes describe styling direction and mood, never resemblance to a celebrity or any other person.
  • It does not judge talent. Your vocals, dance, rap and stage presence are shown in your videos, not in a photo.

Think of the result as a starting point for conversations about styling and concept, not a label.

How to take a good photo for analysis

The quality of the photo has a big influence on the result. For the most reliable analysis:

  1. Face the camera directly, with your head level and your eyes looking into the lens.
  2. Use soft, even light from the front - a daytime window works well. Avoid strong shadows and backlight.
  3. Keep the camera at eye level, about an arm's length away.
  4. Show your whole face. Move hair away from your eyes and forehead, and remove masks, caps and sunglasses.
  5. Skip filters and beauty mode. Retouched photos lower the reliability of the analysis.
  6. Choose a plain background and make sure you are the only person in the photo.
  7. Use a recent photo that looks like you today.

Privacy and your photos

  • Your photos are used only for the analysis and your PIVOT410 profile.
  • You stay in control. You can delete individual photos in Photos & videos, and delete your profile, AI analysis results, photos and videos together in Settings.
  • Analysis is processed on servers in Korea.
  • Full details are in our Privacy Policy.

Confidence and limitations

AI analysis is useful, but it has limits, and we want you to know them:

  • Photo conditions matter. Dark, blurry, angled or partly covered photos lower the confidence value. If confidence is low, try again with a better photo.
  • Light, lens and make-up change how a face reads. Two different photos can lead to slightly different results - that is normal.
  • Archetypes are broad. They are simplified categories to help with styling and search, and you are more than any one category.
  • People stay in the loop. Results are a reference for you and for casting staff; they never replace a human view of your performance.

Quick checklist

  • Front-facing, eyes to the lens, head level
  • Soft light from the front, no backlight
  • Whole face visible - no mask, cap or sunglasses
  • No filters or beauty mode
  • Plain background, only me in the photo
  • A recent photo

Curious about your visual direction? Learn more about AI face analysis or run your analysis from My page.

Put the guide into practice

Create your free profile, upload a 30-60 second performance video and apply to agency auditions directly - no broker, no referral fee.