In the past decade, online dating has shifted from an unspoken taboo to a commonplace phenomenon—and has grown into a big business.

The industry now brings in $2.7 billion a year in the U.S., according to market-research group IBISWorld, and Pew Research Center reports that 15% of American adults report having used a dating platform to seek out partners.

OkCupid,...