~3.5M across platforms within first 72 hours.

Within minutes, members of the collection part team —in this case, a network of “Curator Accounts” on Twitter/X and TikTok—scrape the video. They remove the watermark, crop it for vertical viewing, and add a subtle “Part 1” overlay in the corner. They don’t just collect the video; they prepare it for war. A dedicated team member writes three potential captions: An empathetic one (“He’s just trying to do his job”), a humorous one (“Better security than most humans”), and an aggressive one (“The rise of the machines”).

Looking back, the team realized that their viral video was a perfect storm of creativity, humor, and relatability. They acknowledged that their success was not solely due to their content but also the timing and audience engagement.

The most durable viral videos are those that become templates for further collection. The team’s ultimate success is when the audience no longer needs the team—users collect, edit, and discuss independently.

Social media discussion transforms a private viewing into a public performance. Comments, shares, and duets (e.g., on TikTok) constitute a "networked public" that debates the video’s authenticity, humor, or ethics. This discussion generates metadata (likes, keywords) that algorithms prioritize.