Then a few weeks later came a steamy underwear ad for Skims, Kim Kardashian’s shapewear and loungewear brand. Social media users praised Usher and Skims for the timely collaboration.

The partnership—the first time in Nike history it’s launched a new brand with an outside company—is being marketed as a blend of what each brand is best known for. Nike is making a major play for ...