How ShotKit works, answered

Everything sellers ask before their first render — how the AI composites your product, what you can download, where you can use it, and what to do when a result looks off.

How does AI product photography work in ShotKit?
You upload one clear photo of a product. ShotKit sends that photo, plus a written description of the studio scene you chose, to a multimodal image model (FLUX.1 Kontext) hosted on fal.ai. The model keeps your product's real shape, color, and labeling and composites it into the described backdrop — a marble podium, a sunlit beach, or a seamless white sweep — then returns a single finished image you can download. You are not picking from stock templates; each render is generated from your upload on demand.
Is ShotKit free, and do I need an account?
ShotKit is free to start and there is no account to create. You get a small daily allowance of renders at no cost, which is enough to test the tool on your own products and produce a handful of listing images. Paid Pro and Business tiers, with higher monthly volume and HD output, are launching soon — see the plans page for what each tier includes.
What image formats and resolution can I download?
Renders download as PNG. The free tier produces roughly 1024px images that carry a small ShotKit watermark; paid tiers raise the resolution to 2048px HD and remove the watermark so the file is listing-ready the moment it finishes. PNG keeps transparency-friendly edges and crisp text on packaging, which matters when marketplaces zoom in.
Is there a watermark on the results?
Free-tier renders carry a small ShotKit watermark. The watermark is removed on paid plans, so every image you download from Pro or Business is clean and ready to use in product listings, ads, and A+ content without any further editing. If you only need a few clean images for a one-off launch, the free daily renders may be all you need.
Can I use the generated images commercially on Amazon, Shopify, and Etsy?
Yes. Output from paid plans carries a full commercial license, so you can use it in product listings, advertising, A+ content, and marketing collateral with no per-image fee and no attribution. Free-tier output is fine for personal use and listing previews while you evaluate the tool. If you are an agency producing images for client brands, the Business tier is built for that volume and licensing.
What kind of input photo gives the best result?
A single, well-lit photo of your product on a plain surface, shot at roughly 1200×1200 px or larger — a phone photo in soft window light is plenty. Avoid harsh glare, heavy shadows, and cluttered backgrounds behind the product, because the model lifts your real product out of the upload and places it into the scene. The cleaner the input, the more convincing the composite.
Which products and materials does it handle well?
Most solid, opaque products render well: jewelry, cosmetics, electronics, packaged food, apparel, shoes, bags, furniture, home decor, and toys. Each has its own quirks — reflections on polished metal, glare on glass screens, fabric that slouches — and the use-case playbook for each category names the scenes and shoot angles that handle those quirks. Translucent, mirrored, or highly reflective items may need a couple of attempts to land a clean composite.
How long does one render take?
A single render typically finishes in 10 to 30 seconds end to end, including the round trip to the model and the watermarking pass. Heavy traffic on the upstream model can extend that occasionally; if a render hangs, simply try again. There is no queue to join on the free tier — when the allowance refreshes, you can render straight away.
How many scenes can I choose from?
The scene library currently offers six presets — pure white, wooden table, marble, studio, concrete, and lifestyle beach — covering the marketplace-mandated white sweep plus the lifestyle and editorial backdrops sellers use for A+ content, ads, and storefronts. Browse the scene library page for when to use each and which categories each suits.
Do you store my uploaded product photos?
Your upload is sent to the generation model as a data URL so the render can be produced, and is not kept in a persistent gallery on the free tier. The result image is returned to your browser for you to download; if you do not save it, it is gone when you leave the page. Use the tool as you would any photo service — avoid uploading anything you would not want processed.
Can I batch-process a whole product catalog at once?
Not on the free tier — you render one product at a time. Batch upload from a CSV and API access are part of the Business plan, built for sellers and agencies that need to refresh whole catalogs on a schedule. Until then, the daily free renders and Pro monthly volume cover a typical store's ongoing creative needs.
What if my result doesn't look right?
Generate again — each render is stochastic, so the same upload and scene can produce a slightly different composite, and one of the variations will usually land. If a product keeps misrendering, the input photo is usually the cause: switch to softer light, plain background, and a sharper, larger image, then retry. The use-case guides include per-category tips that address the most common failure modes.

Still have a question?

The fastest way to see whether ShotKit handles your products is to render one. Upload a photo, pick a scene, and judge the result for yourself in under a minute. If you are evaluating a paid plan for a larger catalog, the waitlist is the place to ask anything the page above does not cover.