TikTok is starting to test an opt-in tool that scans for AI likenesses and lets creators report them to the company, initially with some US creators. The move is being spotted by social media consultant Matt Navarra, and TikTok US spokesperson Zachary Kizer says the tool is part of an opt-in test in the United States.

The important part is what TikTok does before anyone gets to use it. Creators who join the test and want to use the tool must verify their identity with Jumio, according to Kizer. That means a real-time selfie scan and an ID check, even though Kizer also tells The Verge that TikTok does not retain ID documents, and facial information is handled in line with that claim. In other words, TikTok is trying to make “who is reporting” more trustworthy, while promising not to store the most sensitive pieces of identity.

This comes at a time when “AI impersonation” is no longer hypothetical. For platforms like TikTok, the practical problem is simple: if AI-generated videos can convincingly mimic real people, then trust becomes a product risk, not just a culture problem. Creators want a way to flag misuse quickly, but companies also need a way to prevent the reporting system from being gamed by bad actors. That is why opt-in plus identity verification is such a logical pairing. It reduces anonymous reporting and forces a higher bar for participation, even if it adds friction for legitimate creators.

TikTok is not doing this alone. The Verge notes that YouTube has been working on a similar tool and recently made it available to all adult users. That detail matters for decision-makers because it reframes the story as a competitive baseline, not a boutique experiment. When one major platform expands an AI likeness reporting system to a broad adult user set, others get pressured to catch up, at least on process. TikTok’s test suggests it is still calibrating rollout, but the direction is clear: platforms are building mechanisms to detect and adjudicate AI lookalikes, and those mechanisms are moving from internal pilots to user-facing tooling.

The Jumio verification step is also a signal about how platforms are thinking about liability and compliance. While the source does not cite a specific regulation, identity verification and privacy assurances are the kinds of details that show up when regulators, lawmakers, and litigants focus on what a platform does with personal data. Kizer’s statement that TikTok does not retain ID documents is a specific boundary line. It implies that the company is drawing a distinction between performing verification (a moment-in-time check to confirm eligibility) and storing identity artifacts (a long-term risk surface). For executives, that distinction will matter when questions come later about data handling practices.

There is another second-order issue here: creator trust. TikTok is essentially asking creators to opt in to a system that uses scanning technology and identity checks. Even if the ID document retention promise holds, creators may still worry about facial data, consent, and control. That makes the “opt-in” framing strategically important. Opt-in lets TikTok start with a limited group, learn operational issues, and preserve goodwill by avoiding broad enforcement changes that could trigger backlash.

From a governance perspective, this is also the kind of tool that forces a platform to decide what “detection” means versus what “action” means. The source says TikTok is testing a tool that scans for AI likenesses and lets creators report them. But the operational workflow behind that can be complex: what gets flagged, what evidence is considered, and what enforcement follows. Tests like this typically exist to tune those thresholds so that legitimate creator content does not get swept into false positives, while actual impersonation is handled quickly enough to protect the real person being mimicked.

For peers, the strategic stake is that the AI likeness era is turning moderation into something more like claims processing, where verification and privacy controls become part of the customer experience. TikTok’s test with “some” US creators, paired with Jumio-based ID checks and an explicit statement about not retaining ID documents, tells executives how fast the industry is moving from “we are aware” to “we are building tools.” The winners will be the platforms that can reduce impersonation risk without turning user trust into collateral damage.