Disclose AI-generated podcast material both where listeners hear it and in the show or episode metadata when the platform requires it. Say what AI did—such as generating narration, translating a track, or creating music—and place a spoken disclosure before or immediately after the affected segment. The exact requirement depends on the platform and the kind of AI use; there is no single universal disclosure rule.
What to disclose and where
Identify the AI-generated element in plain language, rather than relying on a vague label such as “AI-assisted.” A useful disclosure names the role of AI and, when practical, the part of the episode it affects: “This episode uses AI-generated narration for the opening summary,” or “The Spanish audio track is an AI-generated translation.” These are suggested examples, not mandated scripts; the cited policies do not prescribe one standard phrase.
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- In the audio: For audio-only listening, the Interactive Advertising Bureau (IAB) recommends a clear spoken disclosure before or immediately after the AI-generated portion. This makes the information available to listeners who never read the show notes.
- In metadata: Add the disclosure to the relevant episode description and, where required, show metadata. Metadata can help people decide whether to listen and remains attached to the listing.
- Describe voice or likeness use: If a real person’s recognizable voice or image is involved, say so accurately and obtain permission before using it. Disclosure does not make unauthorized impersonation acceptable.
When both audio and metadata disclosures are required, use both. One does not replace the other.
Think of these as two different moments in a listener’s experience. Metadata is available when someone is deciding whether to play an episode; a spoken notice reaches someone who starts listening without reading the listing, or who hears only the audio. A note in the description is not a substitute for a spoken disclosure when a policy calls for the disclosure in the content, and an opening announcement does not substitute for required metadata.
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Make the statement proportionate and informative. “AI was used” leaves unanswered what the listener will hear. “AI-generated narration reads the episode summary” or “The translated Spanish track uses an AI-generated version of the host’s voice” identifies the role more clearly. If only one segment is generated, naming the segment helps avoid suggesting that the whole episode was created in the same way. If AI use is extensive, avoid a brief label that understates its scope.
Platform requirements are different
Apple Podcasts, Acast, and Spotify address different issues. The European Union guidance and IAB framework have different scopes again. Do not treat one platform’s policy as a rule for every service, or treat industry guidance as legislation.
| Source | What triggers disclosure or concern | Where it applies | Important qualification |
|---|---|---|---|
| Apple Podcasts for Creators | AI-generated audio or video, including synthetic voices, AI-generated hosts or personas, and AI-synthesized replicas of real people. | Prominent disclosure in the content and metadata for each episode and show. | Apple also bars deceptive AI use, including fabricating news or manipulating clips to present a false narrative. |
| Acast | A material AI-generated portion; realistic AI imitation can also trigger metadata disclosure when the portion is non-material. | For material use, disclose prominently in the podcast file and metadata. For realistic imitation that is non-material, disclose in metadata. | Acast names AI translation and replication of a host’s voice or image as examples of material use. Its examples say AI-generated captions and a video background do not require disclosure. |
| Spotify Support and Spotify Newsroom | Unauthorized impersonation of another creator or host’s recognizable voice, image, or identifying characteristics, including AI cloning. | This is an impersonation policy, not a general disclosure rule for all AI assistance. | Spotify says it may remove content that impersonates another creator or host without permission. Its policy notes exceptions, including certain parody. |
| European Commission guidance and AI-generated content Code of Practice | Deepfakes and certain AI-generated public-interest content without human review or editorial control. | Relevant AI Act transparency obligations are scheduled to apply from August 2, 2026. | This is not a blanket rule for every podcast or jurisdiction. Applicability depends on the content and distribution context. The Code of Practice page was updated October 12, 2026. |
| IAB framework | AI-generated material in audio-only contexts, including podcasts and advertising. | Recommends a clear spoken disclosure near the AI-generated segment. For audio-only ads longer than 60 seconds, it recommends repeating the disclosure at least once. | This is industry guidance, not a law or platform rule. The framework was published in January 2026. |
The most important distinction is the trigger. Apple’s rule covers generated audio or video broadly, including a synthetic host or a replica of a real individual. Acast distinguishes a material generated portion from a non-material use that imitates realistic content: the first calls for disclosure in the file and metadata, while the latter still calls for metadata disclosure. Acast’s examples also identify captions and video backgrounds as cases that do not require disclosure under its guidance.
Spotify’s cited policy is different in kind. It focuses on unauthorized likeness impersonation, not on every use of AI to help make a show. The European Commission’s guidance concerns particular categories of content and is tied to the AI Act, while IAB offers an industry framework for disclosure, including a recommendation for audio-only podcasts and ads. These sources cannot be combined into a single universal threshold or placement rule. Check each service carrying the episode and apply the guidance that actually covers the use.
How to add a disclosure to an episode
- List the AI-generated elements. Identify whether AI generated narration, a translated audio track, a host voice, music, or another segment. Distinguish fully generated material from a tool used only for production support when the platform’s policy makes that distinction relevant.
- Check the distribution rules. Review the current policies for each platform carrying the episode. Apple’s rule covers generated audio or video broadly; Acast distinguishes material AI use from realistic imitation; Spotify’s cited policy focuses on unauthorized impersonation. If you distribute to multiple services, follow each service’s applicable requirement.
- Get permission for a real person’s voice or likeness. Do not clone or imitate a recognizable person without authorization. A disclosure is not permission, and a disclaimer cannot make a fabricated recording genuine.
- Write a specific sentence. For example: “This episode uses AI-generated narration for the opening summary.” If a real person’s voice was used with permission, state that accurately where it is relevant. Avoid implying that a synthetic performance is a recording of the person.
- Record the spoken disclosure. For audio-only episodes, put it immediately before or after the generated segment, following IAB’s recommendation. If the AI material spans much of the episode, identify its scope clearly rather than letting a brief opening label obscure what listeners will hear.
- Update episode and show metadata as required. Put the information in the episode description and, where the platform requires it, show metadata. Apple specifically calls for prominent disclosure in content and metadata for each episode and show in covered cases; Acast specifies file and metadata disclosure for material use.
- Check the final published version. Listen to confirm the spoken disclosure is present and understandable, then check the listing on each distribution platform to make sure the metadata appears where intended.
For a show distributed through more than one service, make a simple per-platform check rather than assuming the most familiar rule covers all destinations. A disclosure that satisfies one service’s placement requirement may not satisfy another’s. Recheck the requirements when the type of AI use changes—for example, moving from an AI editing aid to generated narration, or adding a translated track that replicates a host voice.
Keep the wording consistent across the spoken notice and description. It need not be identical, but it should not characterize the same material differently in different places. If the audio says AI generated the translation, metadata should not imply that the track is a conventional recording by the host. Likewise, do not use a general show-level notice as a substitute for identifying the use in each episode when the platform requires disclosure for each episode.
How to handle common cases
AI narration or a synthetic host
Name the narration or host as AI-generated in the episode audio and metadata where applicable. Apple explicitly includes synthetic voices and AI-generated hosts or personas in its disclosure rule. If the synthetic voice imitates a real person, permission and impersonation rules also matter.
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A synthetic voice that does not imitate a particular person still falls within Apple’s examples of generated audio. Where a host persona is generated, do not make its introduction sound like a genuine recording or imply that a real person hosted the episode if that is not the case. A short description of the role—such as AI-generated narration for a recap—gives listeners more useful information than a generic AI label.
AI translation or a cloned host voice
Identify the translated track as AI-generated, and be especially clear if it reproduces a host’s voice or image. Acast specifically lists AI translation and host voice or image replication as examples of material AI use requiring disclosure in the file and metadata. Apple’s broader generated-audio rule may also apply when distributing there.
Translation and voice replication are separate facts worth naming. A listener may want to know that the words were translated by AI, that the voice was synthesized, or both. Use wording that accurately describes which of those applies; do not suggest that the host personally recorded a translated version if the track was generated. If a recognizable person’s voice or image was replicated, permission remains necessary even when the episode is labeled.
AI music or a short generated segment
Describe the generated element and its location, such as “AI-generated music is used in the transition at 04:10.” Whether a short segment counts as material can depend on the platform and context. Acast also calls for metadata disclosure when a non-material portion is used to imitate realistic content.
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Captions or a video background
Acast lists AI-generated captions and a video background as examples that do not require disclosure under its guidance. That statement is specific to Acast’s examples; check the rules of any other service you use and consider whether the content creates a misleading impression.
This example should not be stretched into a general exemption for every visual or audio use. Apple’s policy covers generated audio and video, and other services may frame their requirements differently. Assess the actual output and the platform rather than treating a single example as a universal rule.
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AI used in an advertisement
For an audio-only advertisement in a podcast, IAB’s January 2026 framework recommends a clear spoken disclosure before or immediately after the AI-generated portion. If the audio-only ad is longer than 60 seconds, IAB recommends repeating the disclosure at least once. This is an industry-framework recommendation, not a legal mandate or a platform-specific rule.
Keep the ad disclosure close enough to the generated material that a listener can connect the notice to it. Do not present IAB’s timing and repetition guidance as a rule for every type of podcast content; its cited threshold concerns audio-only advertisements longer than 60 seconds.
Why disclosure is not enough for deceptive or unauthorized audio
Disclosure addresses transparency; it does not establish consent, accuracy, or a right to use someone’s identity. Spotify says it will remove podcast content that impersonates another creator or host’s likeness without permission, whether the method is AI voice cloning or another technique. Its policy notes some exceptions, including certain parody, but creators should not assume that adding an AI label makes an impersonation permissible.
Spotify’s statement is not a general rule that every AI-assisted episode must be labeled in a particular way. It is a warning about unauthorized impersonation. If a voice, image, or identifying characteristics belong to another recognizable creator or host, determine whether permission exists and whether the use falls within an applicable exception. The cited policy’s reference to some exceptions, including certain parody, is not a reason to assume that every parody or imitation is allowed.
Apple also prohibits deceptive AI uses such as fabricating news or manipulating clips to present false narratives. Do not use synthetic audio to make listeners believe that a real person said something they did not say, or that a fabricated event was recorded. A label cannot cure a misleading presentation.
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The Federal Trade Commission’s 2024 discussion of AI-enabled voice cloning notes that visible or invisible watermarks can be altered or removed and that no single intervention solves voice-cloning harms. Watermarks may supplement a disclosure, but should not be the only way a listener or platform can learn that audio was generated.
The practical point is to treat transparency, permission, and truthful presentation as separate checks. A listener-facing label can explain a legitimate generated segment, but it cannot create consent for someone else’s voice, make a false clip accurate, or guarantee that a watermark will remain. If the intended effect depends on listeners mistaking generated audio for a real recording, a disclosure added afterward is not a reliable fix; revise the presentation instead.
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When EU transparency rules may matter
The European Commission says relevant AI Act transparency obligations begin applying on August 2, 2026. The guidance addresses informing people when they are exposed to deepfakes and certain AI-generated public-interest content produced without human review or editorial control. That does not mean every AI-assisted podcast automatically falls under the same obligation. Consider the episode’s content, the role of human review or editorial control, and the distribution context; the cited guidance does not determine the legal status of every individual podcast.
The date is relevant, but it should not be read as a universal start date for a single podcast disclosure rule covering all AI use. The Commission’s description concerns specified categories, including deepfakes and certain public-interest content without human review or editorial control. Whether a particular episode is covered depends on its circumstances. The Commission’s Code of Practice page was updated October 12, 2026, so creators should consult current guidance when assessing a publication rather than relying on a static summary.
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This article does not determine whether an individual episode qualifies as a deepfake or falls within a legal category, and it is not jurisdiction-specific legal advice. Platform requirements and regulatory obligations have different scopes. A podcast creator should not infer from Apple’s or Acast’s platform policy that the same requirement is a law, or infer from the European Commission’s guidance that every platform applies the same standard.
Practical disclosure checklist
- Have I identified the exact AI-generated element and where it appears?
- Have I used a spoken disclosure near the segment for audio-only listening?
- Have I added the disclosure to episode and show metadata where the platform requires it?
- Have I checked each service’s current policy rather than assuming one platform’s rule applies everywhere?
- Does any generated voice or image resemble a real person, and do I have permission?
- Could the presentation make a synthetic clip sound like a real recording or fabricate an event? If so, revise it rather than relying on a disclaimer.
Before publishing, also check whether the episode contains an advertisement, whether the AI use is a material portion under Acast’s guidance, and whether a non-material use imitates realistic content. Confirm that each required placement is present: audio or podcast file, episode description, and show metadata as applicable. Finally, listen to the published version and inspect the listings, because a disclosure that was planned but is missing from the final file or metadata does not inform the audience.
Policies and guidance can change. The cited Apple and Acast pages establish their own platform requirements; Spotify’s cited policy concerns impersonation; the EU materials describe the scope of relevant AI Act transparency obligations; and IAB’s framework is industry guidance. Recheck the applicable source before release, especially when distribution, content type, or AI use changes.
Frequently Asked Questions
Do I need to tell listeners if I use an AI voice?
It depends on the service and what the voice does. Apple requires prominent disclosure in content and metadata for AI-generated audio, including synthetic voices and AI-generated hosts or personas. Acast requires file and metadata disclosure for material AI-generated portions, including named examples such as host-voice replication. If the voice imitates a real person, obtain permission; disclosure does not authorize impersonation.
Where should I put an AI disclosure in my podcast?
For audio-only contexts, IAB recommends a clear spoken disclosure before or immediately after the AI-generated portion. Add it to episode notes and show metadata when the platform requires those placements. Apple calls for prominent disclosure in both content and metadata for covered generated audio or video; Acast calls for file and metadata disclosure for material use.
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Is there a standard phrase I have to use?
The cited sources do not prescribe one universal script. Use a specific, accurate sentence that names the AI-generated element and, when useful, the affected portion—for example, “This episode uses AI-generated narration for the opening summary.”
Does adding an AI label make a cloned voice okay?
No. A disclosure does not provide permission. Spotify says it will remove podcast content that impersonates another creator or host’s likeness without permission, subject to stated exceptions such as certain parody. Do not assume a label makes an unauthorized imitation acceptable.
Do I have to disclose AI-generated captions or a video background?
Acast lists AI-generated captions and a video background as examples that do not require disclosure under its guidance. That is not a blanket exemption for other platforms or other generated audio or video; check each service’s rules and consider whether the presentation could mislead listeners.
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IAB recommends a clear spoken disclosure near AI-generated material in audio-only contexts. For audio-only ads longer than 60 seconds, it recommends repeating the disclosure at least once. This is industry guidance, not a law or platform rule.
Does the EU AI Act apply to every podcast that uses AI?
No such blanket rule is established by the cited Commission guidance. Relevant transparency obligations applying from August 2, 2026 concern deepfakes and certain AI-generated public-interest content without human review or editorial control. Applicability depends on the content and distribution context.
The Bottom Line
Be specific about what AI generated, disclose it in the audio and metadata required by each service, and place spoken notices near the affected segment for audio-only listening. Check platform rules separately: Apple, Acast, Spotify, the EU guidance, and IAB do not establish one universal standard. Get permission before using a recognizable person’s voice or likeness, and do not rely on a label or watermark to excuse misleading or unauthorized audio.
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