Product video has moved from a nice extra to an expected part of the listing. Marketplaces, social shops and brand stores all give video a prominent slot, and shoppers use it to judge size, texture and how a product works before they buy. For a brand with a few hero products, a studio shoot can cover that. For a catalog of several hundred SKUs, it rarely can.
AI video generators now offer a way to fill those slots, but listing video is a stricter job than advertising. The product has to look exactly like the item that arrives, the format has to fit each channel, and the look has to stay consistent from one SKU to the next. This guide compares 10 tools on those terms and outlines the workflow commerce sellers
Starts from links or media
Batch generation
5
Creatify
Product-link video for many listings
Depends on source images
Batch creation
6
Runway
Hero product shots
Varies by shot
Low
7
Kling AI
Direct access to Kling models
Good with references
Manual, MCP/CLI
8
Google Flow
Cinematic product scenes
Varies by shot
Manual
9
Hailuo (MiniMax)
Reference-driven clips with editing
Up to 12 references
Manual
10
Luma
Lifestyle and concept scenes
Varies by shot
Manual
1) Higgsfield | Product Consistency at Catalog Scale
Higgsfield is a generative platform for creative production, and its
<p>Product video needs more checking than ads, so plan 2 to 3 attempts per approved clip at first and fewer once a template is set. Most tools here charge through credits or plans that vary by model, length and resolution. On Higgsfield, the exact credit cost is shown on the Generate button and failed generations return their credits automatically. Plans vary by user and are listed on the
