Create consistent characters

A recurring character needs a recognizable face, silhouette, hairstyle, and wardrobe across shots. Repeating a text description can help, but it does not reliably carry an identity from one generation to the next. Build a small reference set first, then use a tool that accepts character or image references. Review the still images before adding movement: a good-looking individual frame is not enough if the next shot appears to feature someone else.

Match the tool to the production stage

Build a repeatable character workflow

1. Define the traits that must remain stable: face, proportions, hair, clothing, and any distinctive accessory. Separate these from the setting and action of a shot.
2. Approve a clear reference image. Where the tool supports it, add useful views that show the character's profile or full body.
3. Test a close-up, a wider shot, and a different lighting condition. Change one part of the scene at a time so you can identify what causes drift.
4. Keep the approved references and relevant generation settings together. Reuse the same identity rather than starting every scene from a fresh text prompt.
5. Add motion to approved shots, then review the clip frame by frame around turns, occlusion, and interactions. Regenerate or shorten a shot when the identity changes visibly.

How to compare the results

Use the same short shot list with every candidate: at least three substantially different scenes, including a close-up and a wider view. Compare reference reuse, pose and outfit changes, facial structure, body proportions, wardrobe details, and how well the character remains recognizable when the camera angle changes. Also compare the review effort: how many attempts were needed to assemble a coherent sequence? A saved reference or a fixed seed is a control, not proof that every future image will match.

For a complete narrative, continue with Script-to-video Production. Browse AI Video Generation for clip-generation products and Video Production for the wider assembly and editing workflow. The parent AI Video covers both stages.

Frequently asked questions

Can a prompt alone keep the same character?

It can describe stable traits, but an image or character reference gives the model a more specific identity to work from. Review the output rather than assuming the description is enough.

Should I create images or video first?

Approving reference stills first makes it easier to separate an identity problem from a motion problem. The exact sequence depends on the tool and model you choose.

Does using the same seed guarantee consistency?

No. Changes to the prompt, model, settings, or scene can still change the result. Treat seeds as one part of a reproducible workflow, not an identity lock.

What should I check when a character turns around?

Watch the face shape, hair, body proportions, and clothing details. Turns and partial occlusion can reveal drift that is not obvious in a front-facing reference.

Can several characters appear in the same scene?

Some workflows support multiple references or reusable characters. Test whether the tool keeps identities separate and whether each person remains recognizable across subsequent shots.