Decision guide · October 16, 2026
Image to Video vs Text to Video: Choose Your Starting Point
Use image to video when a product image or keyframe should anchor the shot. Use text to video when you need to explore a scene without a fixed starting visual. Reference support and available settings vary by model; neither workflow guarantees exact identity or geometry.
By ClipmivoAI · Product guidance, with limits stated below.
Choose the constraint that matters
For a product shot, start by identifying the appearance that must remain recognizable: silhouette, material, color and label position. A reference image gives the model a concrete starting point. For an imagined environment, a text-led workflow can offer more room to explore composition. Choose based on the shot rather than assuming one input type is always better.
Prepare an image for motion
Use a clear image you have rights to use, with the full subject visible and room for the intended framing. Decide whether the camera moves, the subject moves or only the environment moves. Combining too many changes makes it harder to evaluate what caused a poor result. Logos, fine lettering and geometry still need close inspection in the output.
Choose settings before comparing results
Check that the current model supports the input type you need. Then choose a duration, aspect ratio and available resolution suitable for the final placement. First-frame, last-frame and multiple-reference support are different capabilities. Do not assume a model supports all of them because another model in the studio does.
Review the whole clip
Watch the beginning, middle and end. Look for subject drift, unwanted cuts, distorted details and a camera move that changes the product shape. A strong first frame can hide instability later in the clip. Compare the downloaded result at its actual output size, not only the preview thumbnail.
Turn a successful shot into a sequence
Generate and review individual shots before planning a longer edit. Keep the accepted visual references and settings for continuity checks. Multiple clips may still require editing, captions and audio work outside the generation step. If exact product reproduction is essential, use the output as a creative draft until you have verified each relevant frame.
Common questions
Will image to video preserve my product exactly?
No. A reference can guide appearance, but product shape, lettering and fine detail may change. Review the complete clip before use.
Can I use every model with an image?
No. Input support and settings vary. Check the currently available model options in the studio.
Where should I start for product footage?
Use the product-video workflow to plan separate shots and inspect the real examples. Confirm each shot before assembling a final edit.