Director Chair
All groups

Start from a post at ten times or more its account's median; recreate its structure with your own material and change one thing.

Test and publish

Start from an outlier

The idea begins from something that already earned attention.

Use when
Choosing what to make next.

Prompt instructions

Give me a step-by-step plan I can follow this week, for a short video about [your product], for [your audience]. The technique is start from an outlier: the idea begins from something that already earned attention. How it works: start from a post at ten times or more its account's median; recreate its structure with your own material and change one thing. It is right for: choosing what to make next. Look in this order: your own posts, the client's, then the category's. Keep what made it work: the personal stakes, a character the situation makes believable, and an ending that pays off. Be concrete: numbers, seconds and settings, no theory. Ask me one question first if something you need is missing.

The same prompt works in Claude, ChatGPT and Gemini.

Watch out

Related

Sources

Own words from Director Chair field notes on short-form video (one TikTok account, 233 posts and 27 measured clips, read 30 Oct 2026) and Director Chair notes on AI UGC army (Jake Castillo) Checked 2026-11-13.

For agents: this card as markdown, as JSON.