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AI imagery and ads

Do I have to disclose that my product photos or ads are AI generated?

By Dan BartleyUpdated 4 minute read

The short answer

In Australia and New Zealand, no AI-specific rule requires you to label product photos or ads today; the law requires that they do not mislead. The platforms set their own rules: Meta and Google label some AI ads themselves, TikTok requires a label on ads that are AI-generated or significantly AI-edited, Google Shopping needs AI metadata in the image file, and the EU now requires deepfakes to be disclosed.

What do the Australian rules say about disclosing AI?

There is no AI-specific disclosure rule. Ad Standards said in May 2026 that there are currently no specific rules around AI-generated content in advertising, so the test is the Australian Consumer Law's: the ad must not mislead.

Ad Standards made the point when it released a Roy Morgan survey it commissioned, in which 64% of Australians said it should always be necessary to disclose when advertising contains AI-generated content. The rules may change, and shoppers already expect more than the law asks.

The legal side, including why a label does not rescue a misleading image, is covered in is it legal to use AI-generated images of my product in Australia and NZ? This page is general information, not legal advice.

What are the disclosure rules in New Zealand?

The Advertising Standards Authority treats AI like any other production method. Its guidance on generative AI says the codes are technology-neutral, so an ad made with AI must comply with the same rules and accurately reflect the product, and it does not ask for an AI label.

The ASA also asks advertisers using AI-generated images to watch for built-in bias and negative stereotypes, and to have checks in place across content creation and placement. Both points apply to generated people more than to product scenes.

Which platforms label AI ads or require a label?

Meta, Google and TikTok all have rules, and they differ. Meta and Google add labels themselves for ads made with their own AI tools, TikTok makes the advertiser declare AI content, and Google Shopping reads it from the image file.

AI labelling rules on the main ad platforms, checked October 2026
PlatformWhat happensWhat you do
Meta (Facebook, Instagram)An "AI info" label on ads made or significantly edited with Meta's own generative AI tools; from June 2026 Meta says it will also begin detecting third-party AI tools through industry-standard signalsNothing to switch on, but know which of Meta's tools add the label
Google AdsAn AI disclosure in the ad's "How this ad was made" panel for ads made with Google's AI tools, and an on-ad label where local rules require oneGoogle gives you a control to declare ads made with other AI tools
Google Shopping feedsEvery AI-generated product image must carry the IPTC DigitalSourceType trainedAlgorithmicMedia tagKeep the tag in the file and check it survives upload
TikTokAds with media that is completely AI-generated or significantly modified by AI must be labelled; undisclosed AI content is rejected or restrictedTurn on the AI-generated content label, or add your own clear disclaimer

Sources: Meta's newsroom (updated June 2026) and help centre; Google's ads announcement (July 2026) and merchant help; TikTok's advertising policies (April 2026).

Each of these labels describes how the ad was made. None of them says whether the product in the frame matches the one you ship, and that check stays with you.

Do I have to disclose AI if I sell to customers in Europe?

Possibly. Article 50 of the EU AI Act has applied since 2 August 2026, and it requires deployers of AI to disclose deepfakes, which the European Commission defines as content resembling existing persons, objects, places, entities or events that would falsely appear authentic or truthful.

The Commission's guidance on Article 50 does not mention product images or advertising, so whether a styled scene of a real product meets that test is not settled. If Europe is a real market for you, get advice and consider a clear disclosure on the listing.

Should I disclose AI imagery even when no rule requires it?

Consider it wherever a shopper could reasonably take the image for a photograph of a real place or person. A short, plain line in your FAQ or product description costs little and answers the question before anyone asks.

Something like "Our lifestyle scenes are made with AI from photos of the real product, which is shown exactly as it is" covers it. What a line cannot do is make up for an inaccurate product, and what you should never do is describe a generated frame as a studio shoot or a customer's home.

Other questions people ask about this

Will an AI label hurt my ad performance?

Neither Meta nor Google says labelled ads are delivered differently; their published pages on AI labels do not mention delivery or ranking. Test it in your own account rather than assume.

Read the full answer
What if I only used AI to remove a background or fix the light?

Platforms treat minor edits differently from generated scenes. Meta does not label minor edits such as resizing or colour correction made with its tools, and TikTok counts lighting adjustments and removing or modifying backgrounds as insignificant edits.

Do I need to disclose AI on my product page as well as in ads?

No Australian or New Zealand rule requires it on a product page, though EU sales may change that. Google Shopping reads the AI tag from the image file itself, so for feeds the disclosure travels with the image whatever the page says.

Does Shopify require me to label AI product photos?

Shopify adds an invisible watermark to every image made with its own media generation tool. Its help page for that tool does not ask merchants to label the images on their store.

Still have a question? Ask us

Sources

  1. Roy Morgan for Ad Standards: advertising expectations and experience (May 2026)
  2. NZ Advertising Standards Authority: Spotlight on generative AI in advertising
  3. Meta newsroom: gen AI transparency in Meta's ads products (updated 1 June 2026)
  4. Meta Help Centre: How AI-generated images in ads are identified and labelled
  5. Google: AI transparency labels in Google Ads (9 July 2026)
  6. Google merchant help: Preserving metadata tags for AI-generated images
  7. TikTok advertising policies: Misleading and false content
  8. European Commission: Transparency obligations under Article 50 of the AI Act

Dan Bartley

Founder, Bartley Studio

Dan runs Bartley Studio. He has spent eight years in design, creative direction and paid ads, and now directs the imagery, video and Meta ad accounts the studio delivers for e-commerce brands in Australia and New Zealand.

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