What Happens to Your Face After You Upload It to an AI Headshot App

Behind every AI headshot is a machine making decisions about your most personal data: your face.

My wife is a marketing professional. The ads were everywhere — AI headshots, fast, cheap, professional. She resisted for a while. Then curiosity won. "In the name of research," she told me after. She hadn't mentioned she was doing it.

She was pleased with the results. She dug the lighting and liked how her hair looked. She said it felt polished and professional.

Then I asked if she'd read the terms of service.

A face is biometric data, and unlike a password or notification preferences, it can’t be changed or revoked. She'd handed it to a platform she knew nothing about, with no idea if her images were being used to train models or would end up in a facial recognition database. She deleted the account that night.

What also stuck with her was that the woman in those photos didn't quite exist. Smoother. More symmetrical. She joked it looked like her after a vacation and a spa day. But it bothered her more than that.

It wasn't a few Lightroom tweaks. It was an avatar. She said it felt like showing up to a first date with a photo from ten years ago.

That word — avatar — is more loaded than it sounds in a job search context. The Greenhouse 2025 AI in Hiring Report surveyed over 4,100 job seekers, recruiters, and hiring managers. 91% of hiring managers have caught or suspected AI-driven misrepresentation. 74% say they're more worried about fake credentials and manipulated identities than a year ago. And 36% of candidates are now using AI to alter their appearance in video interviews.

Recruiters aren't naive, and they’re not just flagging inflated resumes, They're pattern-matching. And an AI headshot, even a good one, is one more hint that something might be off.

My wife claims she learned more from that one deleted account than from any of the ads she'd been seeing. The fuss wasn't about the photos. It was about what you give up to get them.

The next time one of those ads finds you—and it will—book a real session instead.