Talk outside Tiger Station1. How Severe is This Round of AI Crackdown? Over 2000 Stores Have Been Affected
Sellers preparing for Prime Day, take note! Amazon has launched a significant AI compliance inspection, implementing content patrols across all sites. Violations could lead to listing removal, inventory freeze, or even permanent account suspension. According to AMZ123, over 2000 stores have been suspended, with products being removed en masse.
This is not a small-scale spot check, but a fully automated sweep led by AI. Unlike previous manual reviews, Amazon has entrusted the entire process to AI intelligence, covering a wider range and higher efficiency.
More importantly, Amazon has initiated a chilling historical review mechanism—the system doesn't just monitor your current products for sale, but scans through all historical transaction data from the past year or even longer. This means that even if you delete a violating listing early, AI can still find it, and "settling accounts after the autumn harvest" is not unfounded.
What frustrates sellers even more is that many "compliant sellers" are also mistakenly targeted—descriptive words used normally are incorrectly identified as prohibited by AI, and old listings that have been deleted are revisited, resulting in account penalties. Moreover, the appeal channel has become a "vicious cycle": after submitting materials, the AI system automatically reviews them, and minor differences in invoice fonts from supplier templates or slight deviations in file times will be deemed invalid.
2. What Exactly Does the AI Crackdown Investigate? Comprehensive Scanning Across 4 Dimensions
According to the latest news, Amazon's AI review mainly focuses on the following four aspects:
Dimension 1: Unlabeled AI-Generated Content
AI-generated main images, scene images, model images, A+ pages, five-point descriptions, product copy, short video materials—any content with a high proportion of AI involvement that sellers do not actively label as AI-generated will be deemed non-compliant. This is the focus of this crackdown.
Dimension 2: Abuse of AI Tools for Fake Reviews
Using AI to generate fake reviews or manipulate rankings is a red line that Amazon tolerates zero. AI-generated reviews are extremely easy to detect "machine traces".
Dimension 3: Violating Training of Third-Party AI Models
Scraping platform data (product listings, user reviews, etc.) to train third-party AI models directly violates Amazon's BSA agreement.
Dimension 4: Automated Operation Trajectory Recognition
AI fully automated pricing, batch listing, ad optimization—if the operation trajectory is determined to have "no human characteristics", it will be marked as "non-manual operation".
3. Can AI-Generated Images Be Used? You Must Know the "Off-Limits" for Main Images
This is a concern for many sellers. According to the latest review:
✅ Yes, but with strict restrictions
In 2026, Amazon updated its product image standards, initiating AI + manual dual review. Amazon has not banned AI-generated images, but there are clear compliance requirements.
The most critical is: if you use AI tools to generate model images, background images, or highly rendered product images, Amazon requires you to actively declare (AIGenerated Content Disclosure) in the backend. If the declaration is not checked and detected by the system, it will be directly judged as "fraudulent description", the listing will be permanently banned, and the ASIN will lose eligibility for any flash sales (LD/BD).
Main images have special restrictions:
The main image background must be pure white (RGB value 255,255,255)
AI-generated backgrounds, composite images, or fictional scenes are prohibited on main images—that is, main images must use real photos of physical objects
Sub-images (29) are much more flexible:
AI-generated lifestyle scene images, background images, infographics, etc., can be used
同样需要后台标注AI来源
Images generated using Amazon's official Seller Central AI tool are considered pre-approved and can be directly used for sub-image positions
4. What Are the Consequences of Not Labeling AI?
Amazon's official policy red lines have been clearly drawn. On March 4, 2026, Amazon updated its Business Solutions Agreement (BSA), adding AI and machine learning restriction clauses and agency policies (Agent Policy).
Direct consequences include:
❌ Listing replaced by default image without prior notice
❌ Listing weight plummets, traffic shrinks by more than 45%
❌ Ranking drops dramatically: some top sellers' rankings fell from 20th to 120th within 3 days
❌ In severe cases, trigger account review, removal of shopping cart feature
❌ The most severe: account banned, funds frozen, inventory frozen
And this AI scan is not a "spot check" but a "full scan", no listing can escape the eyes of AI.
5. AI Copyright Pitfall: The Images You Generate Do Not Belong to You
In addition to labeling issues, there is another "big pitfall" that sellers often overlook when using AI for imaging—copyright ownership issues.
The United States Copyright Office (USCO) and federal courts have given clear rulings in cases from 2026: if an image is entirely generated by AI, lacking "substantial creative contributions from a human author," then the image is not protected by copyright law and enters the "public domain" directly!
What does this mean? It means that your competitors can openly save your hard-generated best-selling main images using AI as "right-click save as" and directly use them in their own listings. When you complain with this image, once the other party points out that your image is purely AI-generated, Amazon will not only not take down the other party's link, but also determine that you are "abusing the copyright complaint tool" and directly ban your brand registration.
What's more frightening is the risk of infringement in AI training libraries. AI drawing models are "fed" with billions of copyrighted images on the internet. When you generate product images with AI, it may "stitch" a designer's copyrighted illustration or appearance patent. Once spotted by American law firms, you will receive a TRO to freeze funds. In court, "the image is AI-generated" can never be an excuse for exemption from liability.
⚠️ Strong Warning:Using AI-generated images to directly mold and produce product appearances is highly likely to face copyright infringement lawsuits. Some sellers have already been sued by American law firms, suffering heavy losses due to TRO freezing of funds.
6. Seller Compliance Breakthrough Guide: Maintain Store Safety During Peak Season
In the face of this round of AI crackdown, please ensure every seller implements the following compliance recommendations:
1️All AI-generated content must be labeled!
Whether you use Midjourney, DALL·E, Adobe Firefly, or other AI tools, as long as it is AI-generated model images, background images, product renderings, etc., be sure to check "AIGenerated Content Disclosure" in the seller backend before uploading. AI labeling must be concise and clear, and Amazon's site labeling must meet localization requirements.
If you are really worried, the simplest method: when beginners do not have a budget to hire models, just take photos with a mobile phone under natural light—buyers in 2026 value authenticity more, and real photos are often more popular than AI composite images.
2️Prohibit AI synthesis in main images! Insist on real photography
This is an iron rule—main images must use real product photos, and the product subject must occupy 85% to 100% of the image. AI-generated backgrounds, composite images, or fictional scenes must not be used in main images. It is recommended to prioritize using Amazon's official AI tool-generated sub-images, which are pre-approved for sub-image positions.
3️Three AI Permission Red Lines You Absolutely Cannot Touch!
Based on numerous account suspension cases, there are three absolute AI red lines that cannot be touched:
1. Store core information (entity, receiving account, address, tax) must not be entrusted to AI
2. Batch operation permissions must not be fully opened—batch listing, batch changing listings is extremely risky
3. Appeals and negative reviews must not be handed over to AI—AI template responses are prone to loopholes
4️Copyright Compliance Pitfall Avoidance Guide
Check for duplicates before generating AI images: use AI tools to scan the generated results for infringement risks
Do not rely on AI to directly mold: using AI-generated product appearances directly equals sending yourself to the law firm's pocket
Ensure AI-generated images have "substantial human modification": add human creative elements on top of purely AI-generated ones to strive for copyright protection
It is recommended to go through the copyright registration process: register and store generated content first to ensure it is verifiable
5️Tool self-inspection: Check for binding illegal AI tools
Sort out all pricing tools, ERPs, listing optimization tools used in the store, request service provider SPAPI qualifications, replace immediately without official filing. Disable all web crawlers, browser automation plugins, remove old listings made from early crawler materials, and avoid AI retrospective screening.
6️Don't believe the myth of "full management AI"
Some sellers have used full management AI tools, and their stores have been marked as "no human operation trajectory". They spent more than 20,000 yuan to appeal to service providers. During this period, sales volume plummeted by 60%, advertising costs were wasted, and inventory costs piled up, resulting in a total loss of nearly 80,000 yuan. The core value of AI is to assist in efficiency, not to operate on behalf of others.
7️Correct AI Usage Process
✅ Product selection: Use AI for data clustering, keyword filtering
✅ Copywriting: Generate a first draft with AI, and manual review and optimization are required
✅ Images: AI-generated sub-image materials + label AI source
✅ Main images: Focus on real photography to ensure compliance
✅ Advertising and operations: Manual final review + core information manual control
8️Self-inspection in advance, quick rectification
It is recommended to use Amazon's official compliance detection tool or third-party tools in advance to verify images by site. If you receive a violation notice, be sure to upload compliant images within 24 hours to avoid continuous impact on sales. At the same time, establish a compliance adaptation system for each site and integrate compliance requirements into the product design process.
Summarize
Amazon's AI crackdown this time is not a whim, but a systematic reconstruction of the platform ecosystem. From AI content labeling requirements, historical review mechanisms, to new ASIN creation rules, all are sending a signal: the platform is comprehensively eliminating operation models lacking compliance awareness and tilting all resources towards regular brand sellers.
AI won't get you banned, but abusing AI will.
