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An interesting paper from Nature (2024) or PMC (2024) provides a deep dive into how YouTube manages artificial engagement.

: Unlike organic view counting, corrections for purchased views typically occur in batches, often around 5 p.m. daily. buy youtube views likes comments packages

: Researchers found that YouTube removes "fake views" on a massive scale, affecting over 78% of the videos in their large-scale study. An interesting paper from Nature (2024) or PMC