Based on the original SCP article, it has some form of physicality as it's eventually able to appear without the app. But only in brief glimpses.

Though some artists like to depict her as if she was more like an invisible person or a ghost. And you're able to see her by looking through your phone like a lens. Which has led to some rather… interesting pieces if I do say so myself.

"Emotional support 1471"