Direction testing

Evaluate whether a shot is worth another pass by checking hook clarity, reference drift, product detail, or creator tone.

Three-second opener testing

Turn the audience, claim, and visual hook into the first shot to judge whether people would keep watching.

Person reference testing

Use a portrait or selfie as the visual anchor to test expression, camera distance, and identity stability.

Ad layout testing

Run a fixed structure first to see whether captions, pacing, and visual hierarchy fit paid social.

Product detail testing

Check whether packaging, material, scale, and key benefits still work once the image moves.

Creator shot testing

Turn script tone into a visible reference for performance, mood, and camera framing.

Feature motion prototyping

Prototype one step or before/after moment before writing the full explainer.

Mood and rhythm testing

Test light, motion speed, material behavior, and available audio cues against the scene.

Multimodal input

Use text, image, video, and audio inputs to generate video drafts.

Conversational editing

Keep editing shots, subjects, style, and pacing using natural language commands.

Intent Start

Write the shot question before settings to decide whether you are testing scene, subject, motion, caption treatment, or channel fit.

Asset Anchor

Lock the reference boundary before adding motion, stating which person, product, layout, or style must remain recognizable.

Review Close

Use the output to decide whether to continue the direction, swap references, lower the cost, or move into manual editing.

Next-Version Note

Record why a draft works or fails so the next generation is not a guess.

Workflow control

Split a video test into three entry points: state the shot question, lock the reference boundaries, then decide whether the run is worth submitting.