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The best AI video generator depends on your workflow. This guide compares common buying paths for marketers, ecommerce teams, agencies, and platform-led organizations.
Learn how to turn product images into AI video for ecommerce ads, landing pages, and launch campaigns using a workflow built around strong visuals and clear selling angles.
Learn how to write AI video prompts for marketing, product, and short-form workflows using a practical structure that improves clarity, consistency, and revision quality.
A practical comparison of Seedance and Sora based on workflow fit, creative control, asset reuse, and how real teams evaluate AI video tools before adoption.

截至 2026-02-14,基于官方公开资料整理的五大视频模型对比:多模态控制、音画一体、API 价格透明度与商业成熟度。