What a TikTok ad generator should do
TikTok-style product ads need speed and clarity. A useful AI workflow should help you define a hook, product moment, buyer problem, benefit, and final CTA frame rather than only asking for a beautiful moving scene.
- First second should show the product or buyer problem.
- Prompt should include audience, product benefit, scene, motion, and CTA.
- Outputs should be easy to caption, trim, and test in paid social workflows.
- Claims, discounts, testimonials, and regulated wording still need human review.