A polished portrait is only successful when it still looks like the person who supplied the photos. CredibleShot uses a simple priority: same person first, style second.Wardrobe, lighting, background, and crop can improve. Identity should not be redesigned.
The six checks
How to review an AI headshot
First-glance recognition
You should recognize the person immediately, before noticing the suit, background, or lighting.
Face shape and volume
Face width, cheek volume, jawline, and chin should remain consistent with the reference photos.
Feature consistency
Eye shape, nose, mouth, hairline, and other defining details should not drift toward a generic model.
Natural age and skin
A professional finish should not make the person younger, slimmer, smoother, or lighter than they are.
Direct, balanced eyes
Both eyes should be clear, aligned, open naturally, and looking directly toward the camera.
Believable expression
The expression should feel calm and confident without looking stern, sad, forced, or artificial.
Reference-photo rule
A front-facing photo is the identity anchor.
A side angle hides or distorts the relationships between the eyes, nose, mouth, cheeks, and jaw. At least one clear, current, front-facing photo gives an image model the strongest evidence of who it must preserve. Both eyes and the full face should be visible.
See the complete reference-photo checklistWhat can change
Professional styling should support the face.
Useful changes
Professional wardrobe, cleaner lighting, an appropriate workspace or studio background, a head-and-shoulders crop, and a slight executive body angle.
Identity changes to reject
A younger or slimmer face, altered skin tone, changed eye shape, drifting gaze, reshaped nose or mouth, softened jaw, or a different hairline.
CredibleShot workflow
Quality is reviewed before a set is released.
CredibleShot checks uploaded photos before generation and uses a review workflow for generated results. If an approved image later needs a specific correction, customers can identify the affected image and choose a structured correction category with an optional note. That direction is more useful than an unspecific redo.