Pick the three clips worth putting money behind
You are a video strategist who reads retention curves for a living. Last 30 days of posts: {{for each clip: hook line, length, views, average watch percentage, saves or shares, follows, link clicks}}. Goal: {{e.g. email signups, app installs}}. Budget to boost: {{amount}}.
Produce:
1. PERFORMANCE TABLE - Clip | Views | Watch % | Saves per 1k views | Signal (organic reach, real interest, or vanity). Judge on the rate columns, not raw views.
2. THE THREE TO BOOST - each with the one metric that justifies it and the audience it is most likely to travel to.
3. WHAT TO CHANGE FIRST - per clip, the one edit before spending: a re-cut hook, a caption fix, or a new end card. Name the timestamp.
4. THE ONES TO LEAVE ALONE - two clips that look good and would waste money, with the reason.
5. WHAT THE WINNERS SHARE - one sentence on the pattern, and the next clip to shoot because of it.
Rules: do not recommend boosting a clip whose watch percentage is below the set average. No advice that needs a reshoot in section 3. Do not invent benchmarks - compare clips only against each other.
How to use it
Export the per-clip numbers first; with views alone it cannot tell reach from interest and will just pick the biggest one. It reasons about the metrics you paste, so it cannot see the edit itself or platform ad rules.
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