Retailer-owned beauty lines are gaining status as young and affluent consumers increasingly take to the category, which is poised for further growth as economic uncertainty looms.

Virtually all U.S. households (99.9%) purchased at least one private label grocery item in the past 12 months, per a Numerator report in December. That was followed by health and beauty (99.2% ...