How to Spot a Great AI Headshot Before You Buy

Scrutinize the Eyes and Skin Texture

Look directly at the pupils. A real human eye has depth, a tiny reflection of the room's light source, and subtle color variations in the iris. I’ve seen AI-generated eyes that look like painted glass marbles—completely flat, with a strange, uniform haze over them. The skin is your next tell. Perfect, poreless skin is a red flag. You want to see the faint texture of real skin: maybe a slight shadow from a freckle, the soft line of a laugh crease, the almost invisible peach fuzz along a jawline. If every face looks like it's been airbrushed with the same porcelain filter, you're not looking at a quality service. One client showed me an AI headshot where her necklace was seamlessly fused into her collarbone. The software didn't understand where skin ended and jewelry began.

Check for Consistent Lighting and Angles

A professional photographer establishes one light source. The shadow from your nose should fall in a consistent direction, and the light in your eyes should match. Browse a service's gallery. Do all the example headshots have the same shadow pattern? If one person has a shadow falling to the left and another has a bright, shadowless face, the "studio" is a fiction. They’re stitching together images from different, non-existent sessions. The camera angle matters, too. Your head shouldn’t appear pasted onto a body at a weird tilt. I reviewed a gallery where the subject's shoulders were square to the camera, but their face was turned as if they were looking over their shoulder—anatomically impossible without a broken neck.

Look for Natural, Uncropped Examples

Demand to see full shots, not just tight face crops. Anyone can make a face look decent in a tiny square. A great headshot considers the entire frame: the shoulders, the drape of the clothing, the space around you. Ask to see examples that show the subject from the mid-chest up. Watch for distorted clothing patterns—a plaid shirt that warps unnaturally near the shoulder, or a blazer lapel that seems to melt into the shirt. These are signs of a lazy AI merge. A real before-and-after should show the original photo was already a solid, well-composed portrait. The AI's job is to refine, not to reconstruct a disaster.

Avoid Reviews with Obvious Retouching

Customer review galleries can be misleading. Many services heavily retouch their own promotional "customer" images to hide flaws. Here’s what to spot:

• Eyes that are whitened to an unnatural, glowing degree.
• Teeth that are straightened and brightened into a uniform, chiclet-like block.
• Hair that has no single stray strand, appearing as a solid, plastic-like helmet.

If every reviewer looks like a magazine cover model, be skeptical. Authentic results show people who still look like themselves, just on their best day. Look for reviews where people mention their specific profession—a teacher, an engineer, a nurse. Those are often more genuine than generic "looks great!" comments.

Trust Reviews that Show the Original Photo

This is your single best filter. A confident service will show you the starting point. You need to see the original selfie or webcam photo the customer uploaded. Why? It tells you everything. You can judge how much heavy lifting the AI had to do. If the original is a dark, grainy bathroom selfie and the final result is a perfectly lit studio portrait, the result will likely look fabricated. The best transformations start with a decent original: good lighting, a clear face, a neutral background. When you see the original, you can ask yourself, "Could a real photographer get this look from that source?" If the answer is no, the AI version is probably building fantasy elements, not enhancing reality.

Your goal isn't to get a perfect picture of a stranger; it's to get a brilliant picture of you. Use these checks like a checklist. Skip the galleries that only show flawless, uncanny faces. Seek out the services brave enough to show the messy, real human "before" right next to the polished "after." That transparency is what you're actually buying.