Who has to label AI content: you, your agency or the platform?
Under the EU AI Act the label for a deep fake is owed by the deployer: the business or person that uses the AI system under its own authority and decides how it is used. A platform that only hosts or carries the content is not a deployer. US statutes name the party that creates the ad, and platform rules ask the account that uploads it. So the answer follows who decides how the AI is used, not who presses publish.
Published . Last reviewed .
Drafted with AI assistance and checked against the sources linked on this page. How we use AI.
AI content usually passes through three pairs of hands before a customer sees it: a business that wants an image, video or text, an agency or freelancer that makes it, and a platform that shows it. When a rule says "label it", each of the three can point at another. This guide sets out whom each rule actually names, using the rule texts and the European Commission's Guidelines on Article 50 of the AI Act (C(2026) 5054 final, July 20, 2026).
It is general information, not legal advice, and we checked every source on October 21 and 22, 2026. The Guidelines are non-binding (paragraph 5); only the Court of Justice of the EU interprets the Act. To see which rules reach your content at all, start from our AI disclosure laws finder, or try the reading aid for the Commission's worked examples, and read the page on Article 50 of the EU AI Act.
The EU test: provider, deployer and everyone else
Article 50 puts its duties on two roles. The Guidelines describe a provider in paragraph 10 as a person or body that develops an AI system, or has it developed, and places it on the market or puts it into service "under their own name or trademark". The provider owes Article 50(1), telling people they are dealing with an AI, and Article 50(2), marking the system's output in a machine-readable way. Paragraph 11 gives the example: a company that offers a chatbot or an image generator to others under its own name is the provider, including when its customers use the system without modifying it.
A deployer is different. Paragraph 12 defines it as a person or body "using AI systems under their authority" for something other than a personal, non-professional activity. The same paragraph explains authority: it means "assuming responsibility over the decision to deploy the system and over the manner of the actual use of the system (including its outputs)". It "does not necessarily require technical control over the operation of the AI system, so long as the deployer takes the decision for what purposes and how to use the AI system". The deployer owes Article 50(3) and 50(4): the label on a deep fake and the label on AI-written text published to inform the public on matters of public interest.
| Role | Article 50 duty | Where the Guidelines say so |
|---|---|---|
| Provider: the vendor of a chatbot or image generator offered under its own name | 50(1) tell people they deal with an AI; 50(2) mark the output in a machine-readable format | Paragraphs 10 and 11 |
| Deployer: the business that uses the system under its own authority for a professional purpose | 50(3) emotion recognition and biometric categorization; 50(4) label deep fakes and AI text on matters of public interest | Paragraphs 12 to 14 |
| Both at once, for example a company that built its own generator and uses it for deep fakes | Both sets of duties | Paragraph 15 |
| Hosting services, online platforms and broadcasters that only carry content made by others | No Article 50 duty; strongly encouraged to preserve the marking and labeling | Paragraph 16 |
| Other professionals who distribute content without using the AI system | Not engaged by Article 50 directly; encouraged to help audiences detect AI content; other rules may require a label | Paragraph 17 |
A deployer outside the EU is bound where it foresees the content being used in the EU, "including by posting deep fakes on the globally accessible internet" (paragraph 13). Purely personal, non-professional use is excluded (paragraph 19). Our page on Article 50 covers the dates, the fines and the exceptions.
When an agency makes it and a client publishes it
Paragraph 14 is the closest the Commission comes to the agency question. It says that "a company that merely commissions an advertising agency to produce an advertisement, without taking decisions and exercising control over whether and how the advertising agency uses AI in the production process, is not a deployer". It also says that "a legal person remains a deployer even if it involves third parties (e.g. contractors, freelancers) in the operation of the system on its behalf and under its responsibility and control". And its example of a deployer is a company in a third country that "uses an AI system to generate a deep fake of a celebrity featured in an advertisement displayed in the Union".
Read together, the test is who takes the decision to use the AI and controls how. The employees of a deployer are not separate deployers (paragraph 14), so the person at the agency who pressed the button is not the one the rule names; the agency, as a legal person, is. The table applies that test to three common set-ups. It is our reading: the Guidelines give no example with exactly these facts.
| Set-up | Who looks like the deployer | Why |
|---|---|---|
| The client orders an ad and leaves the tools and methods to the agency | The agency | Paragraph 14: a company that merely commissions an ad, with no decision or control over whether and how AI is used, is not a deployer. |
| The client tells the agency to use an AI generator, or approves each AI-made asset | The client, the agency, or both | Paragraph 12 asks who takes the decision on purpose and manner of use. A client that makes that decision has authority over the use, even without technical control. |
| A freelancer uses AI inside the client's own production process, under its instructions | The client | Paragraph 14: a legal person remains a deployer when third parties operate the system on its behalf and under its responsibility and control. |
The Guidelines mention contracts once in this context. Paragraph 12 says deployers in complex content chains should take proportionate measures to make sure their label is displayed clearly at first exposure, for example via "contractual conditions with distributing partners". That is a way to make the label arrive. We found no passage saying a contract changes who counts as the deployer, but a contract can still do useful work, as the checklist below shows.
What a platform does and does not do
On the EU side the answer is short. Paragraph 16 says that providers of hosting services, including online platforms, and broadcasters, "whose role is limited to disseminating or transmitting AI-generated or manipulated content created by third parties" are "not deployers within the meaning of the AI Act". The Commission still says they are "strongly encouraged" to preserve the marking and labeling, and the paragraph leaves their duties under the Digital Services Act untouched. A platform is therefore not the party the AI Act asks to label your content. It is a party whose rules and whose own labels you will meet.
Platform rules are contract terms, not law, and they ask the account that uploads. The table lists what we read on each platform's own pages.
| Platform | Who is asked | What is asked |
|---|---|---|
| Google Ads | The advertiser | An optional setting to label an asset as created or edited with AI. Google may add labels itself, including on signals from other platforms, and labels cannot be overwritten. Google says the setting does not by itself settle whether an ad meets any law. |
| YouTube | The creator | Answer the AI use question at upload for realistic altered or synthetic content. YouTube carries forward disclosures from tools that use C2PA 2.1 or higher, and creators generally cannot change the labels YouTube applies itself. |
| TikTok ads | The advertiser | Tick "This ad contains AI-generated content" when creating the ad. TikTok reads C2PA Content Credentials to label content uploaded from other platforms. |
| Google Merchant Center | The merchant | AI-generated product images must carry the IPTC DigitalSourceType value trainedAlgorithmicMedia, and the metadata must not be stripped. |
| Meta | The person posting | Its page says a labeling requirement for organic posts does not apply to images, although images may still get an AI info label from signals in the file. It may require a label on photorealistic video and realistic-sounding audio. |
| Etsy | The seller | Disclose in the listing, in the description, that an item was created with AI. |
Amazon is missing from the table on purpose. CNBC reported on July 23, 2026 that Amazon told sellers to add the XMP keyword contains-synthetic-performer to listing and A+ images of photorealistic people created entirely by AI. We could not read Amazon's own rule text, which needs a Seller Central login, and whether older images must be tagged is unresolved, so we do not say it is required. Our page on platform AI disclosure rules keeps the detail, and our guide to AI image metadata explains what survives a platform's image processing.
A platform's toggle or tag tells the platform something; it does not make the platform the one who labels your ad for the audience. A label the platform adds from its own signals is outside your control, so check each placement as a viewer sees it.
United States: who the statutes name
US AI disclosure statutes are written around the party that creates the content, not the one that hosts it. The table sets out the words each one uses.
| Rule | Who the text names | What is left open |
|---|---|---|
| New York GBL 396-b (synthetic performers in ads, in force June 9, 2026) | "Any person engaged in the business of dealing in any property or service who for any commercial purpose produces or creates an advertisement", where the person has actual knowledge. Media that publish or disseminate ads are exempt. | Whether an agency or freelance producer counts as a person "engaged in the business of dealing in any property or service". The statute names no enforcer. |
| California SB 1050 (B&P 17610, takes effect January 1, 2027) | "any person" who creates and causes an ad to be published in an advertising medium. A platform, ad network or publisher has a narrower duty that arises only after a court order served on it. | How the duty splits between a brand and the agency that makes the ad. It is enforced under the False Advertising and Unfair Competition laws. |
| California AB 723 (B&P 10140.8, altered real estate photos, in force January 1, 2026) | "A real estate broker or salesperson, or person acting on their behalf". | A virtual staging vendor, photographer or marketing agency working for a licensee is plausibly a person acting on their behalf. A seller who is not a licensee is not named. |
| Chatbot laws: California B&P 17941, Maine 10 MRSA 1500-Y, Utah 13-75-103 | The business that uses the bot (California "any person"; Maine "any person" who uses a chatbot in trade with a consumer; Utah a supplier). | The EU puts the chatbot duty on the provider, the vendor, so the EU and US duties sit on different parties. See our chatbot disclosure guide. |
The FTC's rule on fake reviews names a "business", and the FTC's own answers say advertising agencies, public relations firms and review brokers "are not immune from liability under the rule". That rule is about false reviews, not about labels; our guide to AI-generated reviews covers it. For the New York and California ad statutes, read our guide to synthetic performer ads, and for listing photos, virtual staging disclosure.
A division of work that holds up
This is our suggestion for a brief or a statement of work, not a legal safe harbor. It works whichever party the law ends up naming, because it makes each step someone's named job.
- Name who decides whether and how AI is used. That is the fact paragraphs 12 and 14 turn on, so write it down, with the person's role.
- Require the agency to say when AI was used. For each asset: which tool, and whether a person, place, product or event in it is synthetic or altered. Without that, the client cannot tell which assets need a label.
- Assign the label. Say who writes it, who places it on each channel, and who checks the result as a viewer sees it, including on mobile, in zoom views and after a platform resizes the image. Our accessible AI label generator writes label text with its text equivalent.
- Assign the platform settings. Toggles such as TikTok's and Google's label setting belong to the account that runs the ad.
- Keep the markers. Do not strip C2PA or IPTC data from files you pass on. The Commission's Code of Practice asks signatories to preserve markings, and China's labeling measures forbid maliciously removing or altering them.
- Keep a record. Paragraph 148 expects businesses that have not signed the Code to be able to show how they meet Article 50, for example with a gap analysis against the Code. A dated note of each decision is the raw material.
- Check the audience, not only the file. A label that exists in the source and not on the page the customer sees has not done its job. The free AI label checker reads label wording on a live page.
What this guide does not settle
- The Guidelines are non-binding. Paragraph 5 says so. Who is a deployer in a given agency chain is decided case by case, and the Commission's example covers a client that leaves the AI decisions to the agency, not one that shares them.
- Agencies under New York's law. Whether a producer is "engaged in the business of dealing in any property or service" is not settled by the text, and we found no enforcement action under it.
- Contracts. We found no passage in the Guidelines saying a contract moves the deployer's duty to someone else. Ask a lawyer how it works under the law that governs your contract.
- Platform labels. We did not test how any platform's own labels appear to an audience, and platform rules change without notice.
- No Article 50 enforcement found. We found no enforcement action under Article 50 as of October 21, 2026. That says nothing about what authorities will do later.
Who labels AI content: common questions
If my agency made the AI image, am I still responsible for the label?
It depends on who decided how AI is used. Paragraph 14 of the Commission's Guidelines says a company that merely commissions an ad, without deciding or controlling whether and how the agency uses AI, is not a deployer. A client that directs or approves the AI use may be one. For New York's ad statute, the text names the person who produces or creates the ad and leaves agencies open. Ask a lawyer about your facts.
Does the platform label my AI content for me?
Sometimes, on its own signals: Google, YouTube and TikTok read C2PA data or your disclosure and may add labels. That depends on the file or your setting, and Google says its label setting does not by itself settle whether an ad meets any law. A platform that only hosts content is not a deployer under the AI Act, so the Act does not ask it to label your content.
I only post AI content that a client sent me. Do I need to label it?
Paragraph 16 of the Guidelines says actors whose role is limited to disseminating content created by third parties, without authority over the use of the AI system, are not deployers. Paragraph 17 encourages other professionals who disseminate content to help audiences detect it, and other rules may require a label. If you used an AI tool yourself to change the content, you may be a deployer.
Can a contract make my agency responsible for the label?
A contract can assign the work: who writes the label, who places it, who checks it and who keeps the record. Paragraph 12 of the Guidelines lists contractual conditions with distributing partners as a measure to get labels displayed. We found no passage saying a contract changes who counts as the deployer, so ask a lawyer before you rely on one.
Who is the provider if I put a vendor's chatbot on my site?
Under paragraph 11 of the Guidelines, a company that offers a chatbot under its own name is the provider, including when customers use it without modifications. That puts the Article 50(1) duty on the vendor. Several US laws, such as California B&P 17941 and Maine's 10 MRSA 1500-Y, put a disclosure duty on the business that uses the bot, so you may carry one there.
Related guides
- AI disclosure laws: every AI disclosure rule we track, with its source and the date we checked it.
- Synthetic performer ads: New York GBL 396-b and California SB 1050 compared.
- AI chatbot disclosure: the EU provider duty, the US business duties and wording that works.
- Accessible AI labels: what EU Article 50(5) asks, the WCAG criteria a label touches and the pixels problem.
- Virtual staging disclosure: California AB 723, the MLS rules we could verify and the EU icon page's example.
- AI-generated reviews: FTC Part 465 on fake and AI-generated reviews, the December 2025 warning letters and the TruHeight order.
See what your pages declare and show
Check up to 50 pages once, $49, no subscription. The Site Image Check has an AI disclosure section: for each image, the AI markers the file declares, and whether the page shows AI-label text with it; for each page, known chat widgets and whether AI-disclosure wording appears in the page HTML. It never decides whether an image is AI-generated. To work out which of your content needs a label first, use the free reading aid.
Check my site once from $49