1. Define one deliverable
Write the platform, aspect ratio, duration, audience and one required action before opening a model. Keep the first test to a single shot. A useful brief might request a six-to-eight-second vertical product reveal with a slow dolly move and no added text.
2. Choose the correct input mode
Use text-to-video when visual exploration matters more than exact identity. Use image-to-video when composition, packaging or character appearance must begin from an approved frame. Use video-to-video only when you have rights to the source footage and a clear transformation goal.
3. Select a model for the constraint
Choose by the feature your shot needs—audio, reference control, motion fidelity, speed or cost—not by a generic leaderboard. Viddo lists multiple providers, so confirm the selected model name and current controls in the interface before generation.
4. Write a production prompt
Describe subject, environment, action, camera, lighting and finish in that order. Avoid stacking contradictory movements. For image-to-video, tell the model what must stay unchanged, then specify one dominant motion and one subtle environmental motion.
5. Set output parameters
Match aspect ratio to distribution. Draft at a practical resolution and duration, then reserve higher-cost settings for the approved concept. If a seed or reference lock is available, record it so the next test changes only one variable.
6. Generate and inspect
Check the first and last frames, identity, hands, product geometry, camera continuity, unwanted text, audio timing and brand safety. Do not accept a clip merely because it looks dramatic. Compare it with the original brief.
7. Iterate with one change
Change one factor—prompt wording, reference, model or camera instruction—per attempt. This makes failures diagnosable and gives you a usable model-selection record.
8. Export responsibly
Verify watermark, resolution, license and disclosure requirements before publishing. Keep prompts, sources and approvals with the project. Do not upload a person's likeness, private material or copyrighted assets without the necessary rights.
Move from research to a real test
Use Polox AI for a direct image and video creation workflow, or compare Viddo's current product details on its official site.