Taylor Swift deepfakes are pushing scams on TikTok and nobody is surprised

Here we go again. Scammers have found yet another way to weaponize deepfakes, and this time they’re targeting TikTok users with AI-generated videos of Taylor Swift and Rihanna.

Authentication company Copyleaks released a report today detailing how these fakes work. The ads typically show celebrities in what looks like legitimate interview settings—red carpets, podcasts, talk shows. They often manipulate real footage with AI to make it convincing enough that someone scrolling fast might not think twice.

What are they selling? Rewards programs. The classic “earn money by watching TikTok content and giving feedback” pitch. TikTok’s own branding appears in some of these ads, which gives them a veneer of legitimacy. But click through, and you’re redirected to third-party services that ask for personal information. The usual phishing playbook.

One ad Copyleaks highlighted features a realistic AI avatar of Taylor Swift urging users to sign up. It’s unsettling how good these have gotten. I’ve seen enough deepfake Taylor Swift content over the past couple of years to know that the technology has crossed the uncanny valley for short clips. The lip-syncing, the facial movements—they’re close enough to fool a casual viewer.

This isn’t entirely new. Celebrity deepfake scams have been floating around for a while, but TikTok’s massive user base and short-form format make it an ideal distribution channel. People don’t scrutinize a 30-second clip the way they would a full article. And when it’s Taylor Swift, the emotional pull is strong.

Copyleaks didn’t name specific accounts or provide numbers on how widespread this is, which is frustrating. But the pattern is clear: as deepfake generation tools become cheaper and more accessible, the barrier to running these scams keeps dropping. You don’t need a production studio anymore. You need a decent GPU and some stolen footage.

What’s the platform doing about it? TikTok has policies against synthetic media that misleads users, but enforcement has always been reactive rather than proactive. By the time a deepfake is flagged and removed, the scammer has likely already harvested data from hundreds of victims.

The real question is whether platforms like TikTok can keep up. Detection tools exist, but they’re a cat-and-mouse game. Scammers iterate faster than moderation teams can update their filters. And with generative AI improving every quarter, the fakes will only get harder to spot.

For now, the advice is the same as it always was: if a celebrity is telling you to click a link to make easy money, it’s a scam. Doesn’t matter how real they look. Taylor Swift is not your get-rich-quick coach.