Best AI product video generators for ecommerce

Key takeaways

• Melius is the pick for stores that need more than one kind of product video. It runs Veo 3.1, Kling and other video models as nodes on one canvas, with your pack shot wired into every clip.
• Runway has a guided product flow. Its Product Shot Video Builder turns one product photo into an ad-style clip after a few choices about palette, audience and setting.
• Photoroom is a fast route for template-driven listing video. It takes one to four product images and offers many templates.
• Kling, Veo 3.1 and Firefly are the standalone model options. Each supports a first and last frame, which is what keeps a product clip starting and ending on your real product.
• Fidelity matters more than motion. A beautiful clip of a slightly wrong bottle costs you a return. Judge every tool on how it holds the label, color and shape.

Which AI tool should you use for ecommerce product videos?

The best AI product video generator for most ecommerce teams is the one that starts from your existing product photo and keeps the packaging accurate through the motion. Melius suits teams making several kinds of product video, from listing loops to ad cuts, because every leading video model sits on one canvas with your pack shot wired in. Runway and Photoroom are quick guided options, and Kling, Google's Veo 3.1 and Adobe Firefly are strong standalone models for image-to-video.

We ranked these six on four things: whether the tool works from a product photo you already have, how well it holds the product's label, color and shape, whether it can produce a 360-degree or turntable shot, and how easily one good clip becomes the next SKU's clip. Price isn't a ranking factor here, because plans change often; each tool's own pricing page has the current figures.

What to know before you pick

• Image-to-video is the format that matters. Text-to-video invents a product. Image-to-video animates the one in your photo, which is the only version a shopper should see.
• Check where the video is going. Shopify product media accepts video up to 10 minutes and 1 GB, and recommends 16:9, 9:16, 4:3, 3:4 and 1:1. Paid social wants vertical. Pick a tool that can make the ratio you'll actually post.
• First and last frames are the fidelity control. Pinning the clip's opening and closing frame to your product photo stops the model drifting away from it mid-shot.
• One clip is easy; a catalog is the test. Ask how the tool handles the 40th SKU, not the first.

The six compared

1. Melius - every product video type on one canvas

Melius is the AI-native operating system for creatives, built on a node-based canvas. Each product photo, prompt and clip is a node, and edges pass one node's output into the next. For product video, that means your pack shot sits on the canvas once and feeds every clip you make from it: a listing loop, a vertical ad, a turntable for the product page.

Video models run as nodes, chosen per clip. The library of leading models includes Veo 3.1, Kling 3.0 Omni, Seedance 2.0 and 2.5, Luma's Ray 3.2 and MiniMax H3. Veo 3.1 is our pick for product-in-motion and cinematic shots, and Seedance 2.0 is the safer default for animating an existing static. You can run the same pack shot through two models side by side and keep the better take.

You can also skip the wiring. Brief Mel, the Melius agent, with the product page URL and the shot you want, and it builds the nodes, writes the motion prompt and runs the variations. Every step stays editable, so a clip that's right except for the camera move is one prompt change on one node. This combines the convenience of the one click tools with the quality and control of leading models, helping teams scale product videos across their entire catalog. For the workflow behind this, see the Brief-to-Execution workflow.

Best for: Ecommerce teams producing several kinds of product video across many SKUs, who want to pick the model per clip and keep every step editable.

2. Runway - a guided product shot builder

Runway is an AI video company whose Product Shot Video Builder turns a single product photo into an ad-style product clip. You upload the photo, choose a color palette, target audience, environment and ad concept, review a generated first frame, and then generate the video. Runway's help center says the builder runs on Kling Standard 3.0 and outputs 10 seconds at 720p by default, with audio off. Its product video page also pitches rotations, orbits and tabletop turntable shots from one photo, and reference images to keep labels, logos and proportions intact.

Best for: Brands making their first AI product ad who want a guided path from one photo to a finished clip.

3. Photoroom - product video from templates

Photoroom is a product photo editor that added a Video Generator for ecommerce. You add one to four product images and pick from more than 300 ready-made video templates for products and virtual models, so there's no prompt to write. One template is a 360-degree spin designed for a product detail page. The generator works on web, iOS and Android, on Photoroom's Max and Ultra plans, and Photoroom also offers a Shopify integration for product photos and listings.

Best for: Sellers who want listing and social video quickly, from templates, without writing prompts.

4. Kling - long, high-resolution image-to-video

Kling is Kuaishou's video model, and Kling Standard 3.0 is also the model underneath Runway's product builder. Kling 3.0 generates up to 15 seconds from an image, at 1080p on the free tier and native 4K for Pro users, and you can upload a start and an end frame to define the transition. Element Reference keeps a subject consistent across the clip. Kuaishou has started rolling out Kling 4.0, which doubles clip length to 30 seconds. Kling 3.0 Omni and other Kling models are also available as nodes inside Melius.

Best for: Teams comfortable writing motion prompts who want longer clips and 4K output from a single product image.

5. Google Veo 3.1 - cinematic motion with audio

Veo 3.1 is Google's video model, available in Flow, the Gemini app and the Gemini API. It animates a starting image into a 4, 6 or 8 second clip at 16:9 or 9:16, at 720p by default, with 1080p and 4K available on 8-second clips. A last frame can pin where the clip ends, and up to three reference images keep a product consistent. Flow's Frames to Video and Ingredients to Video modes generate native audio alongside the picture. Veo 3.1 also runs as a node in Melius, where we recommend it for product-in-motion.

Best for: Hero product clips that need cinematic camera work and sound in the same generation.

6. Adobe Firefly - image-to-video inside Adobe's tools

Adobe Firefly's image-to-video takes an uploaded photo as the first frame and an optional end frame, with camera movement set before generation and output up to 4K. Adobe says its own Firefly models are trained only on licensed and public domain content, which some brand and legal teams require. The same Firefly page also offers partner models, including Veo and Runway, alongside Adobe's own.

Best for: Creative teams already working in Adobe's tools who want product video in the same place.

How to make a 360-degree product video with AI

A 360-degree or turntable product video shows the product rotating in place, so shoppers see every side. With AI, you start from a clean pack shot and ask an image-to-video model for a slow rotation with a locked camera. Photoroom has a 360-degree spin template that does this without a prompt, and Runway's product builder covers turntables. On any model that accepts a first and last frame, you can pin both to the same pack shot so the rotation returns to its starting point and loops.

The hard part is the side the photo doesn't show. A model has to invent the back of a bottle or the other side of a shoe, and it will guess. If the back of the product matters, give the model a second photo as a reference image, or keep the move to a partial turn that stays on the sides you photographed.

What Melius does well for product videos

• Wires your pack shot into a video node as the Starting frame, or as a Reference image the model matches across the whole clip.
• Pins the last frame too, on models that support it, so a rotation or reveal ends on your real product.
• Chains shots: one clip's last frame becomes the next clip's starting frame, which keeps a multi-shot product ad continuous.
• Turns a working canvas into a template, so the next SKU starts from the same graph with a new pack shot swapped in.
• Supports the full store workflow, from pack shots to listing video. See more on Melius for e-commerce.

Frequently asked questions