Wine has long enjoyed the spotlight in New York, with specialty shops and restaurants designed for choosy oenophiles. Now, a traditionally more humble beverage has begun to get similar attention.

Over the past year, a host of shops have emerged catering to "beeroisseurs"—devotees who can debate hops content with the fervor of a political contest and spend hours tracking down an obscure Trappist ale.

To...