Which stream source provides the most direct indication of returning listeners actively seeking out an artist's music?

Streams originating directly from an artist's profile provide the most direct indication of returning listeners actively seeking out that artist's music. This is because listeners accessing the profile and initiating streams are demonstrating intentional engagement beyond passive discovery through playlists or algorithmic recommendations. Unlike streams from playlists or radio, which may be incidental, profile streams suggest deliberate interest and loyalty. These listeners have already shown some level of familiarity or appreciation for the artist's work, and their return visits indicate a deeper connection. An increase in profile streams reflects a growing base of engaged fans actively choosing to listen to the artist's music.