TikTok Faces Allegations Over “Placebo” Safety Feature for Teen Users
TikTok is facing fresh scrutiny after allegations in a New York lawsuit claimed the platform gave some teens and children access to a safety feature that appeared to work but did not actually change their recommendations.
According to the lawsuit, TikTok ran experiments involving thousands of users, including minors, who had chosen to use safety tools designed to improve their experience on the app. One of those tools, called “Algo Refresh,” is meant to let users reset their recommendation feed and reduce unwanted, repetitive, or potentially harmful content.
However, the complaint alleges that some users who activated the feature were placed into an experiment where the tool did not function as expected. While these users believed they had refreshed their TikTok recommendations, their feeds allegedly stayed the same. In contrast, users outside the experiment reportedly received the fully working version of the feature.
The allegations add to growing concerns over how social media platforms design and test safety tools, particularly when children and teenagers are involved. New York’s case is part of a broader wave of legal action from more than two dozen states accusing TikTok of building features that encourage addictive use among young people while presenting its platform as safer than it may be.
TikTok has defended its practice of testing new products and features, saying that regular experiments help the company improve the platform and understand how tools perform in real-world use. The company has said it continuously updates the app and evaluates features before wider rollout.
The lawsuit also claims TikTok conducted other experiments involving safety-related tools. One reported test allegedly withheld a protective feature from millions of U.S. users, including minors, raising further questions about whether platforms should be allowed to test safety features in ways that may leave vulnerable users without protections they believe they are using.
The case comes as lawmakers, parents, and child safety advocates continue to pressure social media companies over teen mental health, algorithm-driven content, and transparency around recommendation systems. TikTok’s powerful algorithm is central to the app’s popularity, but critics argue that the same system can expose young users to harmful content or keep them scrolling for long periods.
At the heart of the lawsuit is a larger question: when a platform offers a safety feature to children and teens, should users be guaranteed that the tool works as advertised?
For now, the allegations remain part of ongoing litigation. But the claims are likely to intensify debate over TikTok safety features, teen social media use, algorithm transparency, and the responsibility of major platforms to protect younger users online.
