Virtual Try-On Technology and the MAC Cosmetics Lawsuit
Virtual try-on technology in beauty apps is a set of tools that scan and track facial features to overlay digital makeup in real time, often relying on facial recognition and biometric data such as facial geometry to create realistic simulations that help users test products without applying them physically. In a proposed class action biometric privacy lawsuit, MAC Cosmetics is accused of doing exactly that without clear permission. The complaint says MAC’s in-store and online virtual try-on tools collected facial geometry data to power digital makeup looks but failed to obtain informed written consent or provide required notices. A federal judge in the Northern District of Illinois rejected MAC’s motion to dismiss, finding the plaintiff had plausibly alleged biometric data collection through the technology. This ruling does not decide liability yet, but it confirms the case can move ahead and puts MAC’s virtual try-on practices under legal scrutiny.
How Facial Recognition Beauty Tools Capture Your Biometric Data
Most facial recognition beauty tools work by scanning your face through a camera, mapping key points and measurements to build a mathematical representation known as facial geometry. That data lets the app anchor lipstick, eyeshadow, or foundation to the right spots as you move, creating a convincing augmented reality experience. According to Global Cosmetics News, the MAC Cosmetics lawsuit claims the brand’s virtual try-on tools scan users’ facial features and use facial geometry data without providing written disclosures, obtaining written consent, or publishing a biometric data retention and destruction policy required under Illinois’ Biometric Information Privacy Act. Unlike a regular photo, biometric identifiers like facial geometry cannot be changed if exposed or misused. That makes this type of beauty app data collection especially sensitive, even when the user thinks they are only testing a shade of lipstick for a few seconds at a store kiosk or on a website.
Why the Court Let the MAC Cosmetics Lawsuit Proceed
The key legal question in the MAC Cosmetics lawsuit is whether the company collected “biometric identifiers” and “biometric information” without following Illinois’ biometric privacy rules. The plaintiff, Illinois resident Fiza Javid, says she used MAC’s in-store virtual try-on device and a similar feature on the brand’s website, and was never told her facial geometry would be captured, collected, stored, or used. She also alleges MAC did not obtain her written consent or secure a signed release as required under the Illinois Biometric Information Privacy Act. On 4 June, a judge in the US District Court for the Northern District of Illinois dismissed MAC’s motion to throw out the claim. The court found the complaint plausibly alleges that the virtual try-on tools involve biometric data collection, allowing the proposed class action to continue into discovery and potential class certification rather than ending at the outset.
What Beauty AR Apps Collect, Store and Share About You
As virtual try-on technology spreads across online and in-store beauty retail, many tools use more than a standard selfie. They can capture facial geometry, analyze skin tone and features, and link that biometric data to device identifiers, shopping histories, or user profiles. Consumers often tap through camera permissions without seeing how a beauty app’s data collection works in the background. Some tools may process images on servers instead of only on your device, raising questions about storage duration, security safeguards, and sharing with partners or vendors. The MAC Cosmetics lawsuit highlights a common gap: users are rarely shown clear, written disclosures explaining whether biometric identifiers are captured, how long they are kept, or when they will be deleted. Without standardized privacy protections across beauty apps, each brand can set its own rules, leaving consumers to uncover the details in dense privacy policies—if those even address biometrics directly.
How This Case Could Reset Biometric Privacy in Beauty
The MAC Cosmetics lawsuit could influence how beauty brands worldwide design and disclose their facial recognition beauty features. If the case leads to a settlement or ruling holding MAC accountable under biometric privacy law, other companies offering AR makeup, skin analysis, or virtual mirrors may adopt stricter consent flows, clearer language, and defined data retention limits. Even before any final judgment, the case sends a message: virtual try-on tools that rely on facial geometry are not exempt from biometric privacy regulations. For consumers, the takeaway is to treat beauty AR features like any facial recognition tool, not a harmless filter. Look for transparent explanations of biometric data use, check whether there is a published policy on retention and deletion, and be cautious about in-store kiosks and web widgets that scan your face without pausing to ask for explicit permission in writing.
