A husband became a board-certified spray tanner after his wife asked him for a tanning subscription for Christmas. Sarah Baus, 27, would get a spray tan twice a month — costing $1,600 a year.

The industry has also faced growing competition from alternatives like spray tans and tanning lotions. Nearly 18% of women aged 18 to 49 reported using sunless tanning products, compared with 12% ...