What the MAC Cosmetics lawsuit is about
The MAC Cosmetics lawsuit concerns allegations that the company’s virtual try-on technology collected and used shoppers’ facial geometry data without the clear consent, written disclosures, and retention policies that biometric privacy laws require for handling biometric privacy data. At its core, the case asks whether a virtual beauty feature that maps your face for digital make-up counts as biometric data collection and, if so, what brands must tell you before they do it. Illinois resident Fiza Javid filed a proposed class action claiming MAC’s in-store device and website virtual try-on tools scanned her face. According to court documents described by Cosmetics Business, she says MAC did not explain it would “capture, collect, otherwise obtain, store and use her facial geometry through its virtual try-on mechanisms” or obtain a written release. These alleged gaps are framed as violations of the Illinois Biometric Information Privacy Act (BIPA).
How MAC’s virtual try-on technology allegedly uses biometric data
Virtual try-on technology uses cameras and software to scan your facial features, then layers simulated products—such as lipstick or foundation—onto a live or uploaded image. In doing this, the tools can create a mathematical representation of your face, often described as facial geometry data, which is treated as biometric information under laws like BIPA. The lawsuit claims that MAC’s in-store device and online virtual try-on features scanned users’ facial features to create digital make-up simulations, capturing and using facial geometry data. According to Global Cosmetics News, the complaint alleges MAC failed to provide written disclosures, obtain informed written consent, or publish a biometric data retention and destruction policy before collecting this data. The plaintiff seeks to represent other Illinois consumers who used the tools in stores or on MAC’s website, turning an individual dispute into a potential class action about facial recognition privacy.
Why the judge rejected MAC’s motion to dismiss
MAC Cosmetics tried to stop the case at an early stage by asking the court to dismiss the lawsuit. The company argued that the plaintiff had not adequately shown that its virtual try-on tools collected biometric data covered by BIPA. On 4 June, however, a judge in the US District Court for the Northern District of Illinois denied that request, allowing the class action to proceed. Global Cosmetics News reports that the judge found the plaintiff had plausibly alleged that MAC collected biometric data through its virtual try-on technology. That does not mean the court has found MAC liable; it means the claims are detailed enough to be tested through evidence and further proceedings. The decision keeps MAC Cosmetics at the center of a growing debate over virtual try-on technology, consent, and how far biometric privacy laws extend into everyday retail experiences.
What it means for your facial recognition privacy as a consumer
For consumers, the MAC Cosmetics lawsuit highlights how easy it is to give away facial recognition data without noticing. A quick swipe of virtual lipstick or an online foundation match can involve scanning and storing your face in a form that laws treat as sensitive biometric information. Yet many virtual try-on experiences feel informal and playful, so people may expect less data collection than occurs. The case suggests you should look for clear notices before using these tools: do brands say they are capturing facial geometry, ask for explicit consent, explain how long they keep data, and offer a way to opt out? Until courts provide more guidance, a cautious approach is to treat virtual try-on technology like any other data-hungry service, especially when it relies on your unique physical traits rather than ordinary account details.
How this case could reshape beauty tech and biometric privacy standards
Because MAC is a major beauty brand, its lawsuit could set a benchmark for how the industry handles biometric privacy data. If courts decide that scanning facial geometry for virtual try-on falls squarely under biometric privacy laws, brands will need clearer disclosures, written consent processes, and public policies on data retention and destruction. According to Global Cosmetics News, the case highlights “increasing legal scrutiny of augmented reality and virtual try-on tools used by beauty brands.” Other cosmetics and retail companies using similar tools may revise terms of use, redesign consent screens, or minimize how long they store facial data. Even without a final ruling, the lawsuit signals that regulators, courts, and consumers are watching how beauty tech manages facial recognition privacy—and that the line between fun AR experiences and regulated biometric technology is narrowing.






