How It Works
ChatGPT with a structured prompt produces 24 hook variations per topic in 30 minutes. Prerequisites: a brand voice anchor in the prompt, a clear format specification (pain-first, number anchor, etc.), and an output filter afterward.
The Prompt Structure
- Brand voice anchor (3 examples from real posts)
- Topic definition (pain plus solution mechanism)
- Format specification (pain-first, anchor-twist, number-lead)
- Platform tag (TikTok, Meta, Snapchat)
- Output format (12 hooks per format type)
Without a brand voice anchor, ChatGPT delivers generic output that does not fit the brand. With 3 examples and clear constraints, it delivers 30 to 50% usable hooks.
What the Human Filter Does
Go through the AI output and discard 50 to 70% immediately. Check the remaining hooks for brand voice match, validate number anchors, evaluate pattern interrupt quality. 8 to 12 top hooks go into production. The human layer is 80% of the value.
„AI generates volume; humans filter for quality. Both are necessary.”
