7 Best AI Tools for 360-Degree Product Videos in 2026

Key takeaways

• Kling is the best AI tool for 360 product videos overall: its multi-angle product references and start and end frames keep the product consistent through a turn of up to 15 seconds.

• Melius is the best for building a spin from your own angle shots with control over every step. Its agent picks the best video model for each step, and every clip stays editable.

• Meshy makes a real 3D model from up to four photos, which gives a perfect turntable and works in Amazon's and Shopify's 3D viewers.

• Every AI route invents what your photos don't show, so shoot the back and sides if they matter.

• Amazon stopped accepting new 360 spins in December 2023 and uses 3D models instead, so decide where the spin will live before you pick a tool.

How we ranked

A 360 product video is hard for AI because the product has to stay the same as its back comes into view. We ranked tools on product fidelity through the full rotation, a smooth and clean loop, control over speed, direction and angle, how many photos each needs and whether the output suits a store, plus price. There are three routes: an AI video model told to orbit the product, Shopify apps that build an interactive drag-to-spin viewer and an image-to-3D tool that builds a model and renders a turntable. Prices come from each vendor's site as of October 14, 2026.

The seven tools compared

1. Kling - Best overall for fidelity from several photos

Kling is Kuaishou's AI video app, now on its VIDEO 3.0 and 3.0 Omni models.

What works: You can save the product as an Element with one to three extra photos from other angles, which Kling says improves consistency from every side, and bind it to a start and end frame so the product keeps its shape as the camera moves. A single clip runs up to 15 seconds, long enough for one slow turn. Standard costs $79.20 a year, about $6.60 a month.

What doesn't: The orbit is written into the prompt, with no speed or direction control, and a loop means setting the end frame to match the start.

Best for: Brands that can supply a few angle shots and want the most faithful single-clip spin for the price.

2. Melius - Best for spins built from your own angle shots

Melius is the AI-native operating system for creatives, brands and e-commerce teams. An agent does the menial work of the AI image, video and audio generation process.

What works: Mel, the Melius agent, builds the workflow and sends each step to the video model best suited to it, such as Veo 3.1 for camera movement or Kling 3.0 Omni for product references. Pin each quarter-turn between two of your own photos as start and last frames, chain the clips and stitch them for free into a loop where every quarter view is real. Every clip stays editable, and a ready-made 360 template turns three product shots into a rotating video.

What doesn't: It outputs video only, with no 3D model or interactive spin.

Best for: Brands that want each part of the spin anchored to a real photo, with control over every clip.

3. Meshy - Best for a real 3D model and turntable

Meshy is an AI 3D model generator that turns photos into textured models.

What works: Multi-view Image to 3D builds a model from up to four photos, ideally front, side, back and three-quarter, so the back isn't guessed. Because the result is real geometry, the turntable loops perfectly at any speed and angle, and Meshy can render product showcase videos from the model. It exports GLB and USDZ, the formats Amazon's and Shopify's 3D viewers use. Pro costs $20 a month.

What doesn't: Small text and fine detail are the weak point of photo-to-3D, glossy or transparent products are harder and its built-in renderer isn't meant for cinematic results.

Best for: Stores that want an interactive 3D view on Amazon or Shopify as well as a spin video.

4. Higgsfield - Best for one-click orbit presets from one photo

Higgsfield is an AI video platform with a library of camera-motion presets.

What works: Instead of writing an orbit into a prompt, you pick a preset such as 360 Orbit, which circles the subject, or Lazy Susan, which rotates the camera around a still product like a turntable. It works from a single photo. Starter costs $19 a month billed yearly.

What doesn't: With one photo, the back of the product is invented. The presets also have no documented speed control, and Starter's 270 credits run out fast.

Best for: Quick, eye-catching spins for social posts when perfect accuracy doesn't matter.

5. Luma - Best for precise rotation with up to 16 keyframes

Luma's Ray3.2 video model supports up to 16 keyframes in a single clip.

What works: More keyframes mean more of your own photos can pin moments in the turn, and clips run up to 20 seconds at 1080p, with HDR and 16-bit EXR export for editing. Plus costs $30 a month, or $25 billed yearly.

What doesn't: It's among the priciest per clip here and has no product-specific workflow. Keyframes also don't stop drift between them.

Best for: Teams that want to choreograph every part of the rotation and grade the result.

6. Google Flow - Best for free first-and-last-frame tests

Google Flow is Google's AI filmmaking tool, built on Veo 3.1.

What works: Frames to Video creates a clip between a first and last frame, and the free tier includes 50 credits a day with Veo 3.1, so you can test a spin between two product photos at no cost. Google AI Plus costs $4.99 a month.

What doesn't: The orbit is prompted, clips are short and there's no product workflow.

Best for: Trying out a 360 idea before paying for a dedicated tool.

7. ProductSpin AI - Best for interactive spins on Shopify product pages

ProductSpin AI is a Shopify app that adds an interactive 360 viewer to product pages.

What works: It generates up to 16 angles from one product photo, lets you regenerate any frame and also builds spins from up to 32 of your own images. Shoppers drag to rotate the product on the page. Starter costs $19.99 a month for up to nine AI spins.

What doesn't: It launched in May 2026 with only a handful of reviews, the generated angles are invented from one photo and the output is an on-page viewer, not a video file for ads.

Best for: Shopify stores that want a drag-to-spin view without a photo shoot.

How to make a 360 product video with AI

• Decide where the spin will live. A video for ads or a product page works with any video tool, an interactive spin on Shopify needs an app and an interactive view on Amazon needs a 3D model.

• Shoot the angles you want to see, ideally front, side, back and three-quarter. Every tool invents what no photo shows.

• Use a plain background and soft, even light. Hard shadows can be mistaken for shape.

• Set start and end frames, and end on the frame you started on if you want a loop.

• Give the camera one job: a single orbit, without zooms or pans on top.

• Check the back and the label frame by frame, since text and logos drift first.

Frequently asked questions

What is the best AI tool for 360 product videos?

Kling is the best overall, because its multi-angle product references and start and end frames keep the product consistent through the turn. Melius is best for building a spin from your own angle shots with control over every clip, and Meshy for a true 3D model.

Can AI make a 360 product video from one photo?

Yes. Higgsfield, Google Flow, Kling and ProductSpin AI can all work from one photo, but the sides the photo doesn't show are invented. Add back and side photos for accuracy.

Does Amazon accept 360 product spins?

Not new ones. Amazon stopped accepting 360-degree image uploads on December 14, 2023, and now lets brand owners in the US, UK, Germany, Spain, France and Italy upload 3D models instead. A spin video can still go on a listing as an ordinary product video if your account can upload videos.

Does Shopify support 360 spins?

Not natively. Shopify supports product videos and 3D models in GLB or USDZ format, and interactive spins need an app such as ProductSpin AI.

Should I make a 360 video or a 3D model?

A video looks more photographic, while a 3D model is geometrically exact, loops perfectly and works in Amazon's and Shopify's 3D viewers. Meshy can make both from the same photos.