For most of modern history, it was the same routine. Whenever we needed a new lipstick for a big event or a more hydrating moisturizer in preparation for winter, a visit to our favorite store was in order—be it the finest beauty counters at Saks Fifth Avenue, the nearest Sephora, or the local CVS. With the rise of e-commerce in the 2000s, it seemed we could finally buy makeup and skin care with the ease of a few clicks.

But it soon became clear that this newfound flexibility came at the cost of a necessary buying experience. Even with every imaginable cosmetics product available online, we could no longer try on eight shades of foundation to find that one perfect match, and consulting the wisdom of a salesperson on which cleanser is best for sensitive skin was but a distant memory.

This disparity became even more glaring last year, when the COVID-19 pandemic forced much of the world to stay at home and temporarily closed the doors of nearly all brick-and-mortar stores. Suddenly, we had no option but to procure our beauty online, and even after some stores reopened, trying products before buying was rendered obsolete thanks to new health and safety precautions, and asking the advice of a salesperson presented the risk of spreading or contracting the deadly virus. So, with global beauty-industry revenues expected to fall 20% to 30% and online sales far from offsetting the decline in in-store sales, some brands turned to two technologies that had long been on the fringes of the beauty world: artificial intelligence (A.I.) and augmented reality (A.R.).

For many years, digital innovation has been quietly disrupting the beauty industry, but the touch points consumers saw most were often gimmicky, faulty, or simply far too niche. Early players in the space utilized primitive VR abilities to enable users to virtually try on makeup—an exciting prospect in theory but frequently disappointing and unrealistic in practice.

In 2014, however, cosmetics giant L’Oréal launched Makeup Genius, a virtual makeup mirror that worked on smartphones, and it become the first adoption of augmented reality in beauty to really go mainstream.

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