Ran a lot of clipping campaigns at this point, and the pattern is always the same: creator signs on hyped, first week of clips pops off, then by week 3 the views flatline and the client churns.

Here's what's actually going on, and how we fixed it on our end:

1. Volume beats virality early on. Everyone chases the one viral clip. Wrong game. The algorithm rewards consistency — 10-15 clips/week across 3+ platforms builds a distribution moat way faster than one lucky hit. We stopped picking "the best moment" and started shipping everything worth cutting.

2. Clippers need context, not just footage. A raw VOD dump with no brief = generic clips. We started giving our clippers a one-page brand sheet per client (tone, best-performing clip formats, what NOT to post) before cut one. Retention on clips jumped noticeably.

3. Platforms are not interchangeable. A clip that pops on TikTok often dies on Shorts and vice versa — different pacing, different caption style, different hook length. We cut platform-specific versions instead of reposting the same file everywhere.

4. Report on leading indicators, not just views. Views lag. Watch-time retention curve and hook drop-off in the first 3 seconds tell you in day 1 whether a clip is working — long before the algorithm decides to push it. We check this daily instead of waiting for a weekly view count.

If you're a creator sitting on hours of unused long-form footage (podcast, streams, VODs), that's the fastest way to grow right now — happy to break down how we structure this for channels in the 50k-500k range if useful.