The traditional model for creative individuals is undergoing a significant shift. Platforms like Twitch, YouTube Live, and TikTok are powering a new era where live-casting becomes a primary way to reach viewers . This is additionally amplified by the convenience of social distribution , allowing content to easily disseminate and foster authentic au