Amazon's New AI Agent Policy: What Every Seller Must Know Before June
On March 4, 2026, Amazon updated its Business Solutions Agreement with a change that affects every seller who uses automated software. For the first time, the company has formalized rules governing AI agents — the automated systems that manage pricing, listings, advertising, and fulfillment on sellers' behalf.
The update introduces mandatory requirements for how automated tools interact with Amazon's systems and draws a hard line between permitted automation through official API channels and prohibited bot-like behavior. A 90-day transition window gives sellers until early June to bring their tool stack into compliance.
If you use any third-party software to manage your Amazon business — and most professional sellers do — here is exactly what changed and what you need to do about it.
What Changed on March 4
Amazon added a formal Agent Policy to its Business Solutions Agreement. The update introduces three core obligations for any automated system that interacts with Seller Central or Amazon's infrastructure on a seller's behalf:
- Mandatory identification — AI agents must clearly identify themselves as automated systems, not masquerade as human users.
- Full policy compliance — Agents must follow the new Agent Policy without exception, including all existing Amazon seller policies.
- Immediate access revocation — Agents must cease all operations immediately if Amazon requests it.
The policy also explicitly prohibits using Amazon's materials or services for AI development purposes — a direct shot at competitors who might train machine learning models on Amazon's marketplace data.
The Four Rules Every Automated Tool Must Follow
Beyond the high-level obligations, the Agent Policy defines four operational requirements that every compliant automation tool must meet:
SP-API Registration Only
All automated actions must flow through Amazon's registered Selling Partner API (SP-API) applications. Browser automation, screen scraping, and any tool that mimics human browsing behavior are explicitly banned.
Action Audit Logging
Every automated action must be logged with timestamps, action types, inputs, and outputs. These logs must be retrievable and retained for a minimum of 12 months.
Rate Limit Compliance
Agents must respect SP-API rate limits and implement proper backoff logic when limits are approached. Violations trigger temporary or permanent API access suspension.
Human Authorization Checkpoints
High-impact actions require documented human approval within the workflow. Amazon defines specific thresholds for what counts as high-impact.
Which Actions Require Human Approval
The human authorization requirement is the most operationally significant change. Amazon classifies certain actions as high-impact, meaning no automated system can execute them without a documented sign-off from a human operator:
- Bulk listing creation or modification affecting 500 or more ASINs in a single batch.
- Price changes exceeding 20% within any 24-hour period.
- Account-level configuration changes (shipping settings, return policies, account information).
- Any listing activity in restricted categories, regardless of batch size.
Manual price updates made directly by a seller are not subject to the 20% cap, but any automated repricing tool must enforce it or risk triggering enforcement.
Which Seller Tools Are Affected
The policy's reach is broad. Any third-party tool that takes automated actions on your Amazon account is potentially in scope. The most commonly affected categories include:
- Repricing software that automatically adjusts prices based on competitor data.
- Bulk listing tools that create or update hundreds of product listings at once.
- Sponsored ads management platforms that adjust bids and budgets automatically.
- FBA reimbursement services that file claims on your behalf.
- Inventory management systems that sync stock levels across channels.
- Order fulfillment tools that pull pending orders and push tracking information.
Browser automation tools — those that control a browser to interact with Seller Central as if they were a human user — are the most directly targeted. These are now explicitly prohibited regardless of what actions they perform.
Enforcement: What Is at Stake
Amazon has outlined a clear escalation path for violations:
- ASIN suppression — Non-compliant listings are removed from search results and the Buy Box. Suppression can affect all listings managed by the same tool, not just the offending ones.
- API access suspension — Detected violations result in revoked API tokens. Reinstatement requires a formal Plan of Action, which typically takes two to four weeks to process.
- Account deactivation — Repeated violations or willful circumvention of the policy triggers a full account shutdown.
The 90-day transition window that began on March 4 means direct enforcement starts in early June 2026. After that date, Amazon will enforce without warning.
Why Your Image Workflow Is Not Affected
If you use image editing tools as part of your listing preparation, the good news is that these workflows fall outside the scope of the Agent Policy. The reason is simple: image processing tools are operator-driven, not autonomous agents.
The policy targets software that takes actions on your Amazon account — creating listings, changing prices, modifying settings. A tool that processes images in your browser before you manually upload them to Seller Central is not an "agent" under Amazon's definition. You are the agent; the tool is just an instrument.
This distinction matters for sellers evaluating their tool stack. Browser-based image tools like QuickPrepMedia process everything client-side with you in full control. There is no API connection to your Amazon account, no automated uploads, and no actions taken on your behalf. You prepare the images, review them, and upload them yourself — exactly the kind of human-in-the-loop workflow Amazon's new policy is designed to encourage.
Your Compliance Checklist Before June
The transition window is open now. Here is what to do before enforcement begins:
Audit your tool stack
List every third-party tool that interacts with your Amazon account. Note whether each one uses SP-API or browser automation. Any tool that controls a browser or scrapes Seller Central pages needs to be replaced or updated.
Verify SP-API registration
Contact each tool provider and confirm their application is registered with Amazon's SP-API program. Legitimate providers will be able to show you their registration status.
Check for human authorization workflows
For repricing and bulk listing tools, verify that the software includes human approval checkpoints for high-impact actions. If your repricing tool can swing prices by more than 20% overnight without asking for confirmation, it is not compliant.
Review audit logging
Ask your tool providers whether they maintain 12-month action logs. If they cannot confirm this, flag it as a compliance gap.
Document your processes
If Amazon ever questions your account's automated activity, having clear documentation of which tools you use, their SP-API registration, and your human authorization workflows will be critical for a successful Plan of Action.
Tools That Can Help
Free, privacy-first browser tools — no uploads, no accounts.
Amazon Main Image Checker
Validate product images against Amazon's base requirements for format, dimensions, white background, and product framing.
Resize Image
Crop to exact pixel dimensions for any platform, template, or publishing channel.
Change Background
Remove or swap backgrounds automatically for cleaner product shots and simple creator assets.
Upscale Image
Enlarge images with standard or AI-powered upscaling. Batch process up to 20 files at once.