From Viral Video to AI Prompt: Reverse-Engineering Video Hooks

Description and use

Video2Prompt automates reverse‑engineering of viral videos, producing scene‑by‑scene prompts for AI video generators, cutting manual effort from an hour to minutes.

Problem

Creating viral-style AI videos is hard because a single prompt cannot capture the hook, pacing, transitions, and payoff needed for high retention.

Outcome

Video2Prompt reduces reverse‑engineering time from an hour to minutes, enabling creators to replicate viral video hooks and structure efficiently.

Workflow

• 1. Select a proven viral video in the target niche.
• 2. Paste the video link into Video2Prompt.
• 3. Receive a transcript, hook analysis, and scene‑by‑scene prompts.
• 4. Export prompts formatted for Seedance, MiniMax, Sora, Kling, or Runway.
• 5. Generate video scenes individually and assemble them.
• 6. Iterate on prompts per scene to refine pacing and transitions.

Evidence

Doing this by hand takes an hour per video.

Source

Video2Prompt automates it - paste a TikTok, Reels, YouTube or Douyin link and it outputs the transcript, hook analysis, and scene-by-scene prompts formatted for Seedance, MiniMax, Sora, Kling and Runway.

Source