Kourtney and Kim Take New York is a big hit on E!, but unfortunately for star Scott Disick, he's not recognizable to everyone.

While Kourtney's beau was grabbing some java at Coffee Bean in Calabasas, a visiting Texan lady was determined to find out who he was ... and why photographers wanted his picture.

After she asks, "Who are you?" ... Scott responds, "Nobody special."

Even after the woman finds out who he is, and manages to mispronounce his name, she realizes that his response was pretty accurate.

Just remember Scott ... Mason loves you!

A new report claims Scott has his eyes on another Kardashian other than Kourtney. Find out who after the jump ...