Video to Prompt: Turn Reference Footage into AI Prompts

Start with a reference clip that clearly shows the movement and visual style you want to describe. Select it in the workbench above. The browser checks the file, decodes the footage, and chooses representative moments for analysis. You can use a product shot, a short advertisement, a landscape sequence, or another visual reference you have permission to process.

The browser prepares compressed frames rather than sending the complete original video for visual analysis. AI examines those frames and organizes its observations into a prompt. This is a description of sampled visual evidence, so review the result alongside your clip, especially when a small gesture or a rapid cut matters to your creative direction.

Once the analysis is ready, read the overall setup before working through the timeline. Correct anything that does not match the reference and copy the useful instructions into your generator. Video to prompt conversion gives you an editable starting point; your final choices about the story, subject, and output settings remain part of the creative process.

The global setup describes the elements that should remain consistent across the sequence: the main subject, environment, composition, visual style, palette, and lighting. Keeping these instructions together makes it easier to preserve a recognizable look while changing individual actions. Replace details that belong only to the reference, such as an unrelated product or background, before generating your own version.

The time-based script describes how the scene develops. It may include changes in framing, subject position, visible action, and camera treatment. Read timing as a guide to the intended sequence rather than a guarantee of frame-perfect reconstruction. When selected frames leave a movement ambiguous, choose a clear instruction that expresses the motion you actually want.

Negative guidance describes unwanted changes or artifacts to avoid. Treat it as optional input because different generators handle exclusions differently. A concise prompt with one clear action can be more useful than a long list of competing instructions. The aim is to communicate a coherent scene that your chosen model can interpret.

Illustrative reference: imagine a short product clip showing a glass perfume bottle on a dark stone surface. Warm side lighting catches the edges of the glass while the background stays soft. Across the sequence, the bottle becomes larger in the frame and the label remains the visual focus. This example demonstrates prompt structure; it is not presented as a measured result from an uploaded file.

Example prompt: Create a restrained studio product shot of a clear glass perfume bottle on a dark stone tabletop. Keep the bottle centered, its proportions consistent, and the background uncluttered. Use warm side lighting, soft reflections, and a muted amber palette. Begin with a medium view, then move slowly closer until the bottle fills more of the frame. Maintain attention on the label and preserve the glass texture throughout the shot.

Example refinements: replace the bottle with your product, specify the movement you need, and choose a duration supported by your generator. If you want a static camera, remove the closer movement instruction. If label accuracy is important, inspect the generated lettering carefully. Describing a readable label does not guarantee that a model will reproduce exact typography or brand details.

Treat the generated prompt as an editable brief. First, compare the subject and environment with the reference. Remove uncertain details, correct mistaken objects, and decide which visual characteristics you want to keep. Do not preserve every observation simply because it appears in the output. A focused brief helps a collaborator or generator understand your priorities.

Next, make the action sequence consistent. A subject should not change clothing, position, or appearance without a reason. If the prompt contains several camera movements, simplify them into one deliberate progression. Separate what the subject does from what the camera does, and make sure lighting instructions describe a compatible setup rather than several conflicting looks.

Finally, set duration, aspect ratio, resolution, and other supported controls in your chosen video generator. Some models work best with short prompts; others accept more detailed direction. Generate a small test, inspect the result, and adjust one major variable at a time. This makes it easier to learn which instruction caused a useful change.

Choose a clip with a clear subject and enough visible detail to understand the scene. Strong compression, heavy blur, flashing edits, and very dark footage can make visual interpretation less reliable. If a long reference contains several unrelated ideas, select the short section that best represents your intended output before analyzing it.

Keep expectations aligned with frame sampling. Brief expressions, transitions, or small actions between representative frames can be missed. Watch the original when precision matters and add those details yourself. For complex sequences, working with separate short references can make each prompt easier to review and adapt.

Keep a copy of your edited prompt alongside the original analysis. Record which generator and settings you used so you can compare later attempts. Build on the instructions that produced useful results and remove details that consistently introduce distractions.