Amazon Seller AI Agents
Amazon Seller AI Agents is a seller-first resource family for understanding, governing, and implementing agentic AI around an Amazon business without handing a model unrestricted authority over pricing, advertising, catalog changes, fulfillment, or other consequential actions.
Use these resources whether you are evaluating Amazon Seller Assistant and the Selling Partner plugin, connecting through MCP or SP-API, or building a private local agent. The goal is useful AI with seller-defined permissions, evidence, approvals, limits, verification, and recovery.
Start here
The Complete Guide to Building a Private Amazon Seller AI Agent in 2026
Choose the right level
- One connection or quick decision: use the free Amazon Seller AI Control Checklist before giving an AI system access to seller data or tools.
- Learn the architecture before you build: use the Amazon Seller AI Agent Playbook to compare Seller Assistant, plugin, MCP, SP-API, hosted, and local approaches.
- Recurring governance: use the Amazon Seller AI Control & Safety Toolkit for AUTOMATIC / ASK / NEVER authority, approvals, limits, logs, incident handling, and operating reviews.
- Technical implementation: use the Secure Local Amazon Seller AI Agent Coding Build Kit for a mock-first local control layer with guarded tools.
- Complete family: use the Amazon Seller AI Agent Bundle when you need the learning, governance, and implementation layers together.