Product video has the clearest rule in this whole category: photograph the product, generate everything around it. A customer buys from the video and then the thing arrives. Any gap between the two is a return, a bad review, and in most markets an advertising standards problem.
The good news is that the honest workflow is also the better one, and it is cheap.
TL;DR
- Photograph the product. Always. Generated products misrepresent what ships
- The workflow: real product photo in, image-to-video out. Your actual item, in a generated environment
- Seedance 2.5 at 157 credits holds fine detail and labels through motion better than anything cheaper
- A full product video: about 600 credits, roughly $6
- Check the label in every frame. A drifting logo is the tell that ruins the shot
Why generated products fail
The label drifts. Text on packaging garbles the moment it moves. Your brand name becomes approximately your brand name, which is worse than no label.
Geometry changes. A bottle's shoulder, a shoe's sole, a device's bezel. Nearly right on a product you sell is a customer noticing.
Materials go wrong. Metallic finishes, transparent plastics, fabric weave. These are where generative models still struggle most, and they are exactly what product photography is about.
It is a misrepresentation. Beyond craft, showing a customer a product that is not the product is an ad standards matter in most jurisdictions.
The workflow that works
- Photograph the product properly. Window light, plain surface, several angles. Twenty minutes with a phone beats any generated attempt.
- Clean the still. Background removal at 12 credits, upscale at 13 if needed.
- Generate the environment, or composite the product into a generated scene.
- Animate from the real photo using image-to-video, so the product in motion is your actual product.
- Check every frame for label drift and geometry changes before you ship.
Which model, and why
Canon 8frame prices, a credit is $0.01 at pack rate:
| Model | Clip | Credits | Use |
|---|---|---|---|
| Wan 3.0 at 480p | 5s | 24 | Blocking the shot |
| Veo 3.1 Lite, silent | 8s | 33 | Cheap iteration |
| Kling v3 Standard, silent | 5s | 57 | Controlled camera move |
| Seedance 2.0 | 5s | 108 | Good identity preservation |
| Seedance 2.5 | 5s at 720p | 157 | Best at holding labels and fine detail |
| Veo 3.1 Standard | 8s with audio | 448 | Hero shot only |
| Background removal | per image | 12 | Cleaning the product still |
| Nano Banana Pro | per image | 21 | Scene with exact on-image text |
Seedance 2.5 is the one to pay for here. It costs 83 percent more than Kling and the advantage is narrow in general, but the narrow thing it is good at is exactly this: holding a product's identity and fine detail through motion. For a product video, that is the whole job.
What a product video costs
| Step | Route | Credits |
|---|---|---|
| Clean 4 product photos | background removal at 12 | 48 |
| Block 6 shots | Wan 3.0 at 480p at 24 | 144 |
| Generate 3 final motion shots | Seedance 2.5 at 157 | 471 |
| Lifestyle scene stills | Seedream 5 at 6, ten directions | 60 |
| Assemble | Merge Videos | 10 |
| Total | ~733 credits, about $7.33 |
Inside a $19 Starter plan.
The checks before you ship
- Freeze on the label in every frame. Not just the first. Drift accumulates.
- Check the geometry against the real item. Overlay a frame on your product photo.
- Colour-check against the physical product, not against your photo, under normal light. Colour is the most common returns cause in apparel and home goods.
- Ask someone who has never seen it what they think they are buying.
Where generation genuinely wins
Environments you cannot shoot. A kitchen you do not have, a beach in winter, a studio setup you cannot afford.
Lifestyle context at volume. The same real product shown in ten settings, for the cost of ten generations.
Seasonal variations. Same product, new environment, no reshoot.
Motion you cannot rig. A slow orbit, a rise, a hero push. These need a motorised rig in the physical world and cost 157 credits here.
FAQ
Can I generate a video of my product from a photo? Yes, and that is the correct approach: the real photo as the first frame, motion generated from it.
Which model holds product detail best? Seedance 2.5 at 157 credits per 5 seconds at 720p.
Can I generate the product itself? No. It misrepresents what ships and it is an ad standards problem.
What resolution do I need? Generate at delivery resolution. There is no video upscaling on the canvas.
Photograph the product, generate the world. The 8frame canvas is free and unlimited, and generation is paid from $19/month.