How customers fix it
- Plan in chat first. Settle the audience, angle, script, and references with the agent before you render. A planning chat costs next to nothing; generating is where credits go.
- Test cheap before you scale. Validate the hook and message with a static or a short clip, then commit to the full video once the direction is clear.
- Attach the exact inputs up front. Product footage, app screenshots, and pronunciation for brand names belong in video context before the first render, not after the third.
- Edit scene by scene. If one scene is weak, regenerate just that scene instead of rebuilding the whole video.
- Be specific about the creator and setting. “Casual founder in a home office, upbeat” beats “UGC ad.”
Set up video context
The footage, references, and rules that get video right the first time.