Most articles about video ROI open with a wall of percentages: conversion uplift by category, click-through multipliers, return-rate reductions. We are not going to do that, because we cannot show you where those numbers came from, and a number you cannot source is worse than no number at all. It feels like evidence while being decoration.
What follows instead is a method for producing a figure that is true for your store.
Why the published numbers do not transfer
The uplift a video produces depends on the gap it closes. A video that answers a genuine doubt, about scale, texture, mechanism or fit, closes a large gap. A video that restates what the photographs already showed closes nothing. Two stores in the same category can therefore get completely different results from the same production budget, and an industry average tells you which side of that line you are on exactly not at all.
There is also a selection problem in most published figures. The brands that invest in video are usually the brands already doing other things well, so the measured uplift is partly the video and partly everything else about them.
The only measurement that means anything
Run the test on your own catalogue.
- Pick one product with real traffic. Not your worst performer, which is a common instinct and a bad one. Video amplifies existing demand far more reliably than it creates demand from nothing, so you want a product people already visit.
- Record the baseline for a full cycle. Sessions, add-to-carts and orders on that product page, over a period long enough to cover your normal weekly rhythm. Two weeks is usually the minimum; longer if your traffic is spiky.
- Add the video and change nothing else. Not the price, not the photographs, not the copy. The whole point is to isolate one variable, and the temptation to improve three things at once is what ruins most store-side tests.
- Measure the same window again. Same length, ideally the same part of the month, so seasonality does not do the talking.
- Compare conversion rate, not revenue. Revenue moves with traffic. Conversion rate is the thing the video can actually influence.
If the conversion rate moves, multiply the difference by your traffic and your average order value. That is your number, and unlike anything you will read in a blog post, you can defend it.
The cost side, honestly
The traditional route is a videographer or an agency, and the reason most catalogues have no video is that this cost does not divide by two hundred products.
With Artvizon the arithmetic is different but it is not zero. The system is credit-based: you buy credits, they do not expire, and every generation shows its exact cost before you confirm. What a video costs depends on the model, the duration and the resolution you choose, because the video models themselves are priced very differently by the providers who run them. A short clip on a standard model is a fraction of a 36-second multi-chapter ad on a premium one.
There is no unlimited plan, and any tool advertising one is either capping you somewhere you have not read yet or losing money on you deliberately. What there is: a €5 entry offer that produces one short video on your own product, so the cost of finding out whether this works for your catalogue is five euros rather than a production budget.
Where the return usually shows up first
Not always on the product page. In practice the first measurable return is often in paid social, because that is where creative fatigue is expensive and where a fresh asset has an immediate, visible effect on cost per acquisition. The product-page effect is real but slower to read, because product-page traffic is smaller and noisier.
If you run paid social, test there first. The feedback loop is days rather than weeks.
A caution worth more than any statistic
Video will not save a product that people do not want. It removes a specific kind of friction, the kind that comes from not being able to see the thing properly, and if that friction is not what is stopping your buyers then the video will change nothing. Finding that out for five euros is a good outcome too.
Related reading: The ROI of AI video for e-commerce brands and Pricing.