In this guide · 7 sections
Short answer
Use AI to change the background, lighting or setting, not the product. If a customer could be misled about colour, size, finish or what's in the box, the image is a problem under Singapore's CPFTA. Keep the AI metadata in images you send to Google Shopping.
AI product photo edits: what's fine and what misleads
The test is simple: after seeing the photo, would a reasonable customer be surprised by what arrives? Section 4 of the Consumer Protection (Fair Trading) Act says it is an unfair practice for a supplier to do or say anything, or leave something out, if as a result a consumer might reasonably be deceived or misled, or to make a false claim. A photo is part of what you say about a product.
Generally fine
- Removing a messy background or replacing it with white or a solid colour
- Placing the real product in a kitchen, desk or outdoor scene
- Fixing lighting, shadows and white balance so colours look true
- Removing dust, fingerprints and stray threads from a new item
- Consistent cropping and sizing across the catalogue
Risky or misleading
- Changing the product's colour, pattern or finish to one you don't sell
- Making it look bigger, fuller or more detailed than it is
- Adding accessories, props or parts that are not included without saying so
- Hiding scratches or wear on second-hand or refurbished goods
- Generating a product image from scratch when you have never photographed the real item
Food and cosmetics need extra care. An AI-enhanced cake that looks twice as tall, or skin that looks flawless after a cream, is exactly the kind of representation that leads to complaints and refunds.
Lifestyle composites and when to disclose
A lifestyle shot shows the product in use: a bag on a café table, a lamp in a living room. AI makes these cheap, which is useful for small stores that cannot afford a studio and props.
Singapore has no general law that requires a label on every AI-edited image. Disclosure still helps when the scene could change what people believe about the product:
- Scale: if the scene makes size hard to judge, add real dimensions in the description and one plain photo with a common object for scale.
- What is included: if the scene shows a stand, cushion or other items you don't sell with it, say "styling props not included".
- Room sets: for furniture and décor, a short caption such as "Scene digitally created; product shown as supplied" sets expectations.
- Reviews and endorsements: never generate images of "customers" using your product. That is a fabricated endorsement, and CCS has acted against fake review practices.
Singapore's enhanced e-commerce guidelines, covered in our TR 76 checklist, push the same direction: accurate product information and no misleading design.
Marketplace and Google Shopping image rules
Platforms add their own rules on top of the law. Google's are the clearest published example. Its Merchant Center image requirements say:
- AI-generated images must carry metadata showing they were made with AI, for example the IPTC DigitalSourceType value TrainedAlgorithmicMedia. Do not strip it when you resize or compress.
- The main image must show the exact item being sold. Placeholders and generic images are disapproved.
- No promotional overlays on the main image: no prices, "free shipping", "best", watermarks or added logos.
- Lifestyle images can be submitted separately through the lifestyle image attribute rather than as the main image.
Marketplaces such as Shopee, Lazada and Amazon set their own image rules, usually a plain background for the main image. Check each seller centre before reusing the same files everywhere.
Tools for AI product photos and what they cost
You do not need an expensive subscription to start. Approximate, as of October 2026:
| Tool | What it does | Cost |
|---|---|---|
| Shopify file editor (media generation) | Replace background with a colour or transparent; generate a new scene from a prompt | No extra cost on all plans "for a limited time", per Shopify |
| Tinker by Shopify (mobile app) | 100+ AI tools for product images, videos and brand assets | Free, with monthly usage limits |
| Canva, Adobe Firefly and similar | Background removal, generative fill, scenes | Varies by plan; some features are paid only |
| Your phone's built-in editor | Lift the subject off the background | Free |
Shopify's media generation help page notes that generated images default to about 1 megapixel and that an invisible watermark is added to every generated image; it does not restrict commercial use and cannot be removed. Check each tool's commercial-use terms before relying on it. Our guide to AI image generators for commercial use compares the licence terms, and our Sidekick review covers Shopify's other AI features.
A simple AI product photo workflow
This keeps AI on the safe side and gives consistent results across a catalogue.
Photograph the real product
Use daylight or a cheap lightbox, a plain background and the same angle for each product. This is your reference and your main image if in doubt.
Remove or replace the background
Use a colour or transparent background for the main image so the catalogue looks uniform.
Generate one or two scenes
Prompt for a setting, include real dimensions (for example "8oz candle jar on wooden table") so scale looks right, and ground the item on a surface.
Compare side by side with the real photo
Check colour, shape, logo, texture, size and parts. If anything about the product changed, discard and regenerate.
Label and store the files
Keep the original, the edited main image and the scenes together. Note which images are AI-generated.
Write captions for props and scale
Add "props not included" or dimensions where the scene could confuse.
Do it yourself or get help?
Most small stores can do this themselves with Shopify's file editor or a free app, one afternoon of photographing and a clear rule: never change the product.
Before publishing AI product images
If you are setting up a new store and want the catalogue, image style and product pages done properly from day one, our Shopify Store package (S$1,890) covers set-up, theme and product upload. We use your real product photos as the base.
Frequently asked questions
Yes, using AI for product images is legal. What matters is whether the image could mislead a customer. Under the Consumer Protection (Fair Trading) Act, saying or showing something that might reasonably deceive or mislead a consumer is an unfair practice. Changing the background is fine; changing the product is risky.
Singapore has no general rule requiring a label on every AI image. Platforms can have their own rules: Google Merchant Center requires AI-generated images to keep metadata showing they were AI-made. A short caption is wise when a scene could confuse customers about scale or what is included.
Avoid it for the main image. Google requires the main image to show the exact item being sold, and an invented image may differ from the real product in colour, size or detail. Use the manufacturer's photo if you have permission, then replace it with your own once stock arrives.
Shopify says media generation in the file editor is available on all plans at no additional cost for a limited time, as of October 2026. Its Tinker mobile app is free with monthly usage limits. Check the help pages for current terms, as the offer may change.
No. Hiding wear or damage on used, refurbished or display items is a clear way to mislead buyers and invite refund claims. Show the item honestly, with close-ups of any marks, and describe the condition in the listing. Cleaning up the background or lighting is still fine.