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Product Research · Aug 14, 2026 · 7 min

Amazon AI-Generated Product Image Tagging: New Synthetic-Performer Metadata Requirements (August 2026)

Sean Travis

Founder · Kaldon

TLDR

Starting August 15, 2026, Amazon requires sellers to embed the keyword `contains-synthetic-performer` in the XMP `dc:subject` metadata field of any image or video featuring photorealistic AI-generated people before uploading to listings, A+ Content, Brand Story, Stores, or ads. The rule applies only to synthetic humans (not real people, AI-edited backgrounds, product-only shots, or non-photorealistic illustrations). Amazon surfaces a disclosure to shoppers when the tag is present. Non-compliance exposes sellers to ASIN removal and potential fines under New York and California synthetic-performer laws, which went live in June and August 2026.

TLDR. Starting August 15, 2026, Amazon requires sellers to embed the keyword contains-synthetic-performer in the XMP dc:subject metadata field of any image or video featuring photorealistic AI-generated people before uploading to listings, A+ Content, Brand Story, Stores, or ads. The rule applies only to synthetic humans (not real people, AI-edited backgrounds, product-only shots, or non-photorealistic illustrations). Amazon surfaces a disclosure to shoppers when the tag is present. Non-compliance exposes sellers to ASIN removal and potential fines under New York and California synthetic-performer laws, which went live in June and August 2026.

Amazon’s New AI-Generated People Tagging Rule: What It Is and Why It Exists

On July 23, 2026, Amazon announced mandatory metadata tagging for photorealistic AI-generated people in all seller-uploaded images and videos. The requirement took effect August 15, 2026, and applies retroactively to existing content. Sellers must embed the exact keyword contains-synthetic-performer in the XMP dc:subject metadata field of any image or video file containing a realistic AI-generated human before uploading. Amazon then surfaces a disclosure to shoppers indicating the presence of AI-generated people.

The rule is a direct response to New York’s Synthetic Performer Disclosure Law (effective June 9, 2026) and California’s August 2, 2026 AI transparency deadline. These state laws require clear disclosure when AI-generated humans replace real actors in commercial content. Amazon’s metadata approach operationalizes compliance for the 2.3 million third-party sellers on the platform, pushing the tagging burden upstream into asset production workflows.

What Must Be Tagged

The requirement is narrow. Only three conditions trigger mandatory tagging:

  1. The image or video contains a person.
  2. The person is photorealistic (reads as a real human, not a cartoon or illustration).
  3. The person is generated by AI (fully synthetic, not a real human who was photographed and then edited).

If all three are true, the file must carry contains-synthetic-performer in its metadata before upload.

What Is Exempt

  • Real people, even if the image was AI-edited (background removal, lighting adjustments, upscaling, object removal).
  • Product-only images with no people.
  • Non-photorealistic AI figures: cartoons, illustrations, stylized or abstract humanoid forms.
  • Fictional characters from films, TV shows, or video games.
  • AI-generated animals, plants, objects, or scenery with no human figures.

A real model photographed in a studio and composited into an AI-generated room does not require the tag. An AI-generated photorealistic model standing in a real room does.

Where the Requirement Applies

The rule covers all buyer-facing media uploaded to Amazon:

  • Product listing images (main image and secondary images).
  • A+ Content images and videos.
  • Brand Story and Amazon Stores images and videos.
  • Advertising creatives (Sponsored Brands video, display ads, DSP assets).

It applies globally across all Amazon marketplaces, not just the United States.

Step-by-Step Tagging Workflow

Amazon requires the keyword contains-synthetic-performer to be written into the XMP dc:subject field of the image or video file. This is an IPTC-standard metadata location that Amazon’s ingestion system reads during upload. The tag must be present in the file itself, not added via Seller Central UI (with one exception for A+ Content, covered below).

Windows (10 and 11)

  1. Right-click the image file.
  2. Select Properties.
  3. Go to the Details tab.
  4. Scroll to the Tags field (not Subject; Amazon reads from the Tags field on Windows, which maps to dc:subject).
  5. Type contains-synthetic-performer (exact spelling, lowercase, hyphenated).
  6. Click OK.

macOS

  1. Open the image in Preview.
  2. Go to Tools → Show Inspector.
  3. Click the Keywords tab (the “i” icon).
  4. In the Keywords field, add contains-synthetic-performer.
  5. Close the Inspector. The change saves automatically.

Bulk Tagging with ExifTool (Windows, macOS, Linux)

For agencies, brands with large catalogs, or automated pipelines:

  1. Install ExifTool.
  2. Navigate to the directory containing images.
  3. Run:

bash exiftool -overwrite_original -ext jpg -ext jpeg -ext png -XMP-dc:Subject+=“contains-synthetic-performer” .

This command adds the keyword to all JPEG and PNG files in the current directory without creating backup copies. For video files, use -ext mp4 -ext mov.

Adobe Tools (Photoshop, Lightroom, Bridge)

  1. Open the file in Photoshop or Bridge.
  2. Go to File → File Info (Photoshop) or Metadata panel (Bridge).
  3. Under IPTC Extension or Keywords, add contains-synthetic-performer.
  4. Save.

Adobe tools write to the XMP dc:subject field by default when keywords are added.

A+ Content Exception: UI-Level Tagging

For A+ Content only, Amazon offers an alternative. When uploading images or videos in A+ Content Manager → Creative Assets:

  1. Upload the file.
  2. Check the box labeled “This image contains AI-generated people”.
  3. Amazon applies the contains-synthetic-performer metadata server-side.

This option does not exist for listing images, Brand Story, Stores, or ads. Those require file-level tagging before upload.

Enforcement Timeline and Penalties

Amazon’s policy became mandatory on August 15, 2026. The company requires retroactive tagging of all existing content. Sellers with AI-generated people in live listings, A+ modules, or ads uploaded before August 15 must add the metadata or replace the assets.

Amazon has not published a specific grace period, but Seller Forums discussions from late July and early August 2026 report that policy violation warnings began appearing in Seller Central accounts starting August 7. Non-compliant listings risk:

  • Policy violation strikes.
  • ASIN suppression (listing removed from search until corrected).
  • Account suspension for repeated violations.

Separately, sellers operating in New York or California face legal exposure under state synthetic-performer laws. New York’s law allows fines up to $5,000 per day per violation for covered entities that fail to disclose AI-generated people in ads. While Amazon is the primary regulated party in most cases, sellers using AI-generated models in external advertising (social ads, influencer partnerships, email) that link to Amazon listings should ensure those assets also carry appropriate disclosures.

Creative Workflow Adjustments

The August 2026 rule is forcing operational changes across three seller archetypes:

New Product Launches

Brands launching products in high-velocity categories (fitness, fashion, home, beauty) often use AI-generated lifestyle images to avoid the $500 to $2,000 cost of a professional model shoot. The new requirement does not prohibit this workflow, but it does add steps:

  1. Generation: Create images in Midjourney, Stable Diffusion, or similar.
  2. Tagging: Batch-add contains-synthetic-performer via ExifTool or during export.
  3. Review: Verify the tag is present before upload (some DAM systems now include XMP validation).
  4. Upload: Use standard Seller Central image upload or bulk via API.

The compliance step adds roughly 5 to 15 minutes per launch for brands tagging 5 to 20 images. For agencies running 10+ launches per month, this is now a documented pipeline stage.

Existing Catalog Audits

Brands with 50+ ASINs that adopted AI-generated lifestyle images between 2024 and mid-2026 now face a retroactive audit project:

  1. Identify: Pull all listing images, A+ modules, and Store assets. Filter to those containing people.
  2. Classify: Determine which people are AI-generated vs real (review source files, generation logs, or contractor records).
  3. Tag: Add metadata to AI-generated assets.
  4. Re-upload: Replace existing images in Seller Central or via API.

A 200-ASIN catalog with an average of 6 images per listing (1,200 total images) and 30% AI-generated people (360 images) represents roughly 6 to 10 hours of manual work if tagging one by one, or 1 to 2 hours with a bulk ExifTool workflow.

Agencies and SaaS Platforms

Agencies managing 20+ client accounts are embedding tagging into their standard creative delivery:

  • Pre-tagged asset libraries: All AI-generated lifestyle image SKUs now ship with contains-synthetic-performer already embedded.
  • Client handoff checklists: SOPs require verification that metadata is present before Seller Central upload.
  • API integrations: Platforms like Kaldon that generate A+ Content or listing images programmatically now write the tag at render time when AI people are detected.

For sellers using Kaldon’s Create phase to generate product visuals and lifestyle images, the platform auto-tags any AI-generated photorealistic humans during export, eliminating the manual compliance step.

Shopper-Facing Disclosure and Conversion Impact

Amazon’s policy documentation states that when the contains-synthetic-performer tag is present, Amazon “may add an indicator for customers.” As of August 14, 2026, the exact placement, wording, and visibility of this indicator are not public. Seller reports from early August suggest a small text label near the image or in the image carousel reading “AI-generated people” or similar, but Amazon has not confirmed the final design.

The open question for brands: does the disclosure reduce conversion?

A LinkedIn analysis on August 8, 2026 framed the rule as “Amazon Labels AI-Generated Images as Less Trustworthy,” and early Seller Forums threads show concern that shoppers will perceive synthetic models as lower-quality or deceptive. Reddit discussions in r/FulfillmentByAmazon from early August 2026 show sellers running cost comparisons:

  • AI-generated lifestyle images: $300 to $400 per set.
  • Real model shoot (lifestyle images + short video): $500 to $600.

With the new tagging requirement and potential trust penalty, some sellers are concluding the cost delta no longer justifies AI-only creative strategies. The consensus emerging in operator discussions is to use AI-generated people selectively (A+ Content, secondary images, testing) and prioritize real models for main images and hero placements.

Intersection with Unmet-Demand Product Launches

Brands using the unmet-demand discovery playbook often launch products with zero existing imagery because the product does not yet exist in the market. AI-generated lifestyle images are common in these launches. A typical workflow:

  1. Discover: Identify a validated unmet demand signal (buyers asking for a product variation that does not exist).
  2. Build: Design and prototype the product.
  3. Create: Generate listing images, A+ Content, and ad creatives before the first production unit ships.

At the Create step, brands generate:

  • Product-only renders (3D or AI).
  • Lifestyle images showing the product in use, often with AI-generated people.

The August 2026 rule affects the second category. Brands must now:

  • Tag AI-generated people in lifestyle images before upload.
  • Decide whether to use AI people in main images (where the disclosure is most visible) or reserve them for A+ and secondary images.

For brands using Kaldon’s Discover tool to find unmet demand and Kaldon’s Create phase to generate compliant visuals, the tagging happens automatically. The platform detects photorealistic AI humans during generation and embeds contains-synthetic-performer in the exported file, maintaining a full audit trail for legal and compliance teams.

Verification and Compliance Monitoring

Amazon does not provide a bulk audit tool to check whether your existing images contain the required metadata. Sellers must verify compliance manually or via third-party tools.

Manual Verification

To check if an image already carries the tag:

Windows:

  1. Right-click the file.
  2. Select Properties → Details.
  3. Look for contains-synthetic-performer in the Tags field.

macOS:

  1. Open in Preview.
  2. Go to Tools → Show Inspector → Keywords.
  3. Verify the keyword is present.

ExifTool (all platforms):

bash exiftool -XMP:Subject image.jpg

If the output includes contains-synthetic-performer, the file is compliant.

Automated Compliance Dashboards

For brands managing 100+ ASINs, manual verification is impractical. Emerging tools and agency services now offer:

  • Catalog scans: Pull all images linked to active ASINs, detect presence of people (via computer vision), classify AI vs real (via image analysis or source metadata), and flag missing tags.
  • Ongoing monitoring: Alert when new images are uploaded without the required metadata.
  • Bulk remediation: Generate tagged versions of flagged images for re-upload.

These workflows are particularly relevant for aggregators, agencies, and brands with decentralized creative teams where multiple freelancers or studios contribute assets.

Common Questions and Troubleshooting

Do I need to tag every AI-generated image?

No. Only images containing photorealistic AI-generated people. AI-generated product shots, backgrounds, or non-human elements do not require the tag.

What if my model is real but the background is AI-generated?

No tag required. The rule applies only when the person is synthetic.

What if the AI-generated person is small or in the background?

Amazon’s policy does not specify a size or prominence threshold. If a photorealistic AI-generated human is visible anywhere in the frame (main subject, background pedestrian, distant figure), the conservative interpretation is to tag.

Does the tag apply to heavily AI-edited real people?

No. If the person started as a real photograph (even if you used AI to change lighting, remove objects, swap backgrounds, or upscale), the tag is not required. The rule applies only to fully synthetic humans.

Can I use a different keyword or additional keywords?

Amazon specifically requires contains-synthetic-performer (exact spelling, lowercase, hyphenated). You can add other keywords to the same metadata field, but the Amazon-required keyword must be present.

What if I already uploaded images without the tag?

You must either:

  1. Download the image, add the metadata, and re-upload (replacing the existing image), or
  2. Replace the image with a version that does not contain AI-generated people.

Amazon does not currently offer an in-platform metadata editor for listing images.

Does this apply to videos?

Yes. Product videos, A+ Content videos, and ad videos containing photorealistic AI-generated people must carry the contains-synthetic-performer tag in their XMP metadata.

Long-Term Implications for AI-Powered Listing Creation

The August 2026 rule is the first major platform-level AI content regulation for eCommerce. It signals a shift from voluntary disclosure to mandatory, machine-readable metadata that platforms can enforce programmatically. The likely trajectory:

  1. Expansion to other platforms: Walmart, Shopify, and other marketplaces will likely adopt similar metadata standards as state AI transparency laws proliferate.
  2. Finer-grained tags: Future iterations may require disclosure of the AI model used, the generation date, or whether the asset is a composite (real + AI).
  3. Automated detection: Platforms may begin scanning images for synthetic people and flagging non-compliant assets, reducing reliance on seller self-reporting.

For brands building AI-first creative workflows, the operational takeaway is clear: metadata management is no longer optional. Tagging must be embedded at the asset production stage, not treated as a post-upload cleanup task.

Brands using end-to-end platforms like Kaldon gain a structural advantage here. When you generate product images, lifestyle shots, or A+ Content in Kaldon’s Create phase, the system writes required compliance metadata (including contains-synthetic-performer when applicable) at render time, exports a compliance manifest, and integrates with upload workflows to prevent non-compliant assets from reaching Seller Central. This reduces the median time-to-compliant-launch from 2 days (manual audit, tagging, re-upload) to under 1 hour (automated pipeline).

For a step-by-step compliance checklist covering all Amazon AI image rules (not just synthetic performers), see the Amazon AI-Generated Image Labeling Compliance Checklist. For broader policy context and enforcement history, see Amazon AI-Generated Image Labeling Policy: What Sellers Need to Know.

Frequently asked questions

Where exactly do I add the contains-synthetic-performer keyword?

On Windows, right-click the image → Properties → Details → Tags field. On macOS, open in Preview → Tools → Show Inspector → Keywords. For bulk tagging, use ExifTool with the command exiftool -XMP-dc:Subject+="contains-synthetic-performer" image.jpg. The keyword must be in the XMP dc:subject metadata field.

Do I need to tag AI-edited images of real people?

No. The tag is required only for photorealistic AI-generated people (fully synthetic humans). If you photographed a real person and used AI to edit the background, lighting, or other elements, no tag is required.

What happens if I don’t tag an image with AI-generated people?

Amazon may suppress the listing (remove it from search), issue a policy violation, or suspend your account for repeated violations. Sellers in New York and California also face potential state-law fines up to $5,000 per day for non-compliant AI-generated people in ads.

Does the tagging requirement apply to A+ Content and ads?

Yes. All buyer-facing media on Amazon (listing images, A+ Content, Brand Story, Stores, and advertising creatives) must carry the tag if they contain photorealistic AI-generated people. For A+ Content, you can tag at upload via the “AI-generated people” checkbox instead of editing file metadata.

Sources & citations

amazon-complianceai-generated-imagessynthetic-performermetadata-tagginglisting-optimization

Last updated Aug 14, 2026

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