LearnBook combines script prompts, shot planning, image-to-video references, captions, and model routing so growth teams can generate multiple TikTok-style video variants without rebuilding the workflow from scratch.
TikTok testing needs volume: hooks, angles, captions, pacing, and visual openings. Editing each variant by hand slows the learning loop before the campaign even starts.
Hook-first script prompts
Generate 5-10 opening hooks from one product angle, then expand the winners into shot-by-shot prompts.
Vertical-first rendering
Plan for 9:16 framing, safe caption zones, fast cuts, and mobile-first visual contrast from the prompt stage.
Variant batches
Route the same concept through Sora 2, Veo 3, Kling, or Seedance to compare motion quality and production cost.
Step 1
Start with the angle
Paste the product, audience, offer, and desired hook style into the tools workspace.
Step 2
Generate vertical shots
Create a 3-6 shot sequence with clear first-frame impact, captions, motion cues, and call to action.
Step 3
Batch test variants
Render multiple hooks and visual treatments, then export the best clips for TikTok Ads or organic posting.
The LearnBook surfaces this use case routes into.
Yes. The workflow is designed for vertical framing, caption-safe areas, and mobile feed playback.
Yes. Start with one offer and ask Prompt Builder or the prompt builder to create angle batches before rendering.
It replaces the first-pass creative production loop. Final brand polish can still happen in your editor of choice.
Use Kling or Seedance for fast iteration, and Sora 2 or Veo 3 when motion quality and audio matter more than speed.