Top AI Agents Revolutionizing Amazon Selling in 2026

An AI agent for Amazon sellers is software that works with your Amazon account data: it recommends changes, drafts them for your approval, or makes them within rules you set. The biggest difference between AI agents for Amazon sellers is what happens between a recommendation and a change on your account. Some only suggest. Some draft the change and wait for your approval. Others make it themselves, within rules you set. This guide lists 13 options and quotes each vendor's own description of that step.

Lumian publishes this page and makes Lumian Agents, one of the tools listed.

Every option had to meet these criteria:

• Built for Amazon sellers: the product is aimed at Amazon selling or advertising. The open-source frameworks are the exception; they are included as the build-your-own route, and none is Amazon-specific out of the box.
• A current product page: the vendor has a live page describing the product.
• Published pricing or a stated sales path: a public price, a free plan, or a clear contact-sales or demo route.
• Account actions and approval: the vendor describes the tool working on an Amazon account or passing account data to an AI assistant, and we record how it says changes are approved, or note where its pages do not say.

We started from vendors that describe AI agents or AI-assistant connections for Amazon accounts, kept those that met all four criteria, and checked every fact on the vendor's own pages on 1 November 2026. Prices are as published on each vendor's pricing page, checked 1 November 2026, and each price links to its source. Ratings, customer quotes and vendor performance claims are left out.

Lumian Agents is not ranked. Options are grouped into three categories (Amazon's own, third-party, and build your own) and listed alphabetically within each.

Each entry includes an approval line that uses three modes:

• Suggest only: the tool reads data and recommends; you make the change.
• Draft for approval: the tool prepares the change and waits for your approval before it reaches Amazon.
• Act directly: the tool makes the change itself, within rules or settings you configure.

For keyword research, PPC, repricing and reimbursement tools beyond agents, see the AI tools every Amazon seller should evaluate in 2026.

Amazon's own agents and connectors

Amazon Ads Agent

• What it does: Amazon Ads Agent is, in Amazon's words, "an AI agent that simplifies how advertisers plan, launch, and optimize campaigns". Advertisers can also ask in plain language for SQL queries in Amazon Marketing Cloud (AMC).
• Approval: draft for approval. Amazon says "Advertisers get to review a summary of proposed changes and approve them before they're applied, so they stay in control."
• Best for: advertisers already running campaigns in Amazon Ads who can get access to the beta.
• Pricing: Contact sales. No price is published on the Ads Agent page.
• Pros: built into Amazon Ads; a documented approval step before changes apply; AMC query help.
• Cons: "This experience is in closed beta", and Amazon notes that "Availability may vary by eligibility, capability, marketplace, language and capacity." It covers advertising only.

Amazon Seller Assistant

• What it does: Seller Assistant is "the free conversational AI tool inside Amazon's Seller Central dashboard". In its Accelerate 2026 recap, Amazon describes it as able to act "on the owner's behalf within limits they set."
• Approval: your choice of all three modes. Amazon says "Sellers choose whether it surfaces insights, drafts actions, or acts on its own." The same recap describes guardrails "with nothing happening without approval and every action logged."
• Best for: sellers who want an assistant inside the Seller Central account they already use.
• Pricing: Free, as described in Amazon's Accelerate 2026 recap.
• Pros: no separate fee; built into Seller Central; you set how much it may do.
• Cons: it covers Amazon selling only. The recap does not list which actions fall under each mode, so check the setting before you let it act.

Amazon Selling Partner connector for Claude

• What it does: the Amazon Selling Partner connector is "Made by Amazon" and links Seller Central to Claude, so you can "Ask about sales, inventory, and listing performance and get recommendations grounded in your own data, not generic advice." Its listed tools include both call_read_only_tool and call_write_tool.
• Approval: draft for approval. The connector page says "Review and approve every action, without switching back to Seller Central."
• Best for: sellers who already work in Claude and want Amazon's own connection to their account data.
• Pricing: No price is listed on the connector page; you need a Claude account to sign in.
• Pros: made by Amazon; approval of every action is stated; read and write tools in one connection.
• Cons: "Currently in beta." Amazon describes the plugin launching "starting with Anthropic's Claude and Amazon's own Quick in the U.S." Claude is a general assistant, so the workflow is whatever you ask it to do.

Third-party agents and AI connectors

BidX

• What it does: BidX is PPC automation software for Amazon and Walmart advertising. Its pricing page lists rules that "Automatically adjust bids and keywords to hit your target ACOS", and its homepage describes "A control center where AI agents watch every campaign, surface the decisions that matter, and execute the ones you approve".
• Approval: act directly within rules for bid and keyword automation toward your ACOS target; for its AI agents, the homepage says they "execute the ones you approve".
• Best for: brands and agencies running Amazon (and Walmart) ad programs that can commit to an annual plan.
• Pricing: on the BidX pricing page, Self Service Platform €495, Managed Platform €1,995 and Managed Service €4,995 a month, each plus a percentage of connected ad spend. "All plans are based on an annual commitment and monthly payments." Prices are net of VAT.
• Pros: published plan prices; Amazon Sponsored ads, Amazon DSP and AMC reporting on one pricing page; "Support of all Amazon marketplaces".
• Cons: annual commitment; total cost depends on ad spend because a percentage is added to each plan; advertising only.

Datadoe

• What it does: Datadoe calls itself "the Amazon data and action layer for AI". It connects Seller Central and Vendor Central data to the AI tools you already use, and its homepage lists write actions such as adding negative keywords, adjusting PPC, confirming shipments and canceling orders.
• Approval: suggest only by default. The homepage says "Writes off by default"; write actions are available when you turn them on.
• Best for: sellers who already use an AI assistant and want Amazon data and actions available to it.
• Pricing: "$97 per month" with a 14-day free trial, as published on the Datadoe homepage.
• Pros: one published price; free trial; writes start switched off.
• Cons: you bring your own AI tool. Once writes are on, the homepage says "Most clients ask first" and "Every change logged", so approval depends on the AI client you use.

Epinium

• What it does: Epinium describes "agentic AI for brands & manufacturers" across Seller Central, Vendor Central and Amazon Ads, plus Walmart, eBay, Mercado Libre and other channels.
• Approval: draft for approval by default, act directly for tasks you delegate. Epinium says "The agent proposes and shows you why. Nothing touches your account until you say yes." It also says "you approve what you want, delegate what you trust", and lists "Action log, approval rules, spend limits and rollback."
• Best for: brands selling on Amazon and other marketplaces that want approval-first agents.
• Pricing: on the Epinium pricing page, Brain €0 forever; Guru from €159 a month; Business from €349 a month; Master from €799 a month; a 7-day trial. Business and Master add 3% of the ad spend managed by AI.
• Pros: a free plan; approval before changes plus an action log and rollback; many channels in one tool; listed as an "Amazon Verified Partner".
• Cons: an ad-spend fee on the Business and Master plans; higher plans are "from" prices.

Helium 10 (via its Helium 10 MCP connector)

• What it does: Helium 10 is an "all-in-one software solution for Amazon, TikTok Shop, and Walmart sellers". Its AI agent is promoted as "The AI Agent That Helps Run Your Business", and its pricing page lists "Helium 10 MCP: Included free (up to 1,000 calls)" in the Diamond plan to connect Helium 10 data to your AI tools.
• Approval: suggest only, as far as the pages say. They describe the agent answering questions ("Ask Helium about your business") and do not describe agent account changes or an approval step. Separately, Diamond includes "Rules-based ad automation and dayparting", which acts on rules you set.
• Best for: sellers who already use Helium 10 for research and listings and want that data inside an AI assistant.
• Pricing: on the Helium 10 pricing page, Platinum $99 a month billed yearly ($129 billed monthly); Diamond $279 a month billed yearly ($359 billed monthly); Enterprise from $1,499 a month, billed annually. "All prices are in USD".
• Pros: published prices for monthly and yearly billing; MCP connector included in Diamond; covers Amazon, Walmart and TikTok Shop.
• Cons: the MCP connector is listed with Diamond, which costs more than the entry plan; Diamond includes MCP free for up to 1,000 calls.

Jarvio

• What it does: Jarvio says it lets you "Build your own e-commerce operating system" with "connected e-commerce data, agents, workers and applications". Its AI agent page says the agent can "Adjust bids, pause or enable keywords, change campaign budgets, add negative keywords, and create new ad groups" and "Update titles, bullet points, descriptions, and backend keywords via the SP-API".
• Approval: act directly. The agent page describes these changes going through Amazon's APIs and does not state an approval step for them. For some tasks, such as reimbursement claims, the agent prepares the work and you complete the final step.
• Best for: brands up to $1m in revenue (Jarvio's Growth band) that want an agent to edit campaigns and listings.
• Pricing: on the Jarvio pricing page, Growth "$149 per brand / month" with "14 days free" and 25,000 monthly credits; Scale and Jarvio Infinity are Custom.
• Pros: documented direct ads and listing actions; a published Growth price with a free trial; "Claude MCP + SlackBot" included in Growth.
• Cons: usage is metered in credits; Scale and Infinity have no public price; some tasks still need you to finish them in Seller Central.

Lumian Agents

• What it does: Lumian Agents helps Amazon sellers and operators investigate account changes, prepare useful outputs, and schedule recurring jobs using their account context. Examples from its catalog: Account Health Audit (a risk review with an ordered plan), Daily Restock Alert (flags low-cover SKUs and estimates replenishment), and Inbound Discrepancy Auditor (assembles claim information for missing inbound units). "Every plan unlocks all agents".
• Approval: mostly suggest only; draft for approval where an agent prepares an action. Examples on the agents page include an agent that "stages negative keywords for approval" and a reimbursement claim "Waiting for your approval before it files". Publishing follows approval; a separate schedule setting can allow supported write actions automatically, so check that setting when you schedule a job.
• Best for: US sellers and operators who want recurring account checks and prepared outputs they can review.
• Pricing: on the Lumian Agents page, Free $0 a month with 5,000 credits (resets monthly) and "No credit card"; Growth $49 a month with 22,500 credits; Scale $99 a month with 47,500 credits.
• Pros: a free plan with no card; all agents on every plan; approval steps shown in the page's examples.
• Cons: "Amazon.com (US) only"; usage is limited by monthly credits; most agents analyze or recommend, so you make most account changes yourself.

Start Free to try it on your own Amazon.com (US) account.

Marketplace Ad Pros

• What it does: Marketplace Ad Pros connects Amazon Ads and Seller Central data to your AI client. It says you can "Update bids, budgets, and keywords through AI. You review every change before it touches Amazon, and everything is logged", and it lists "Connect Amazon Ads and Seller Central across 23 marketplaces."
• Approval: draft for approval. The homepage says "You approve every change" and offers "Read access + opt-in editing".
• Best for: sellers who want to work on ads from their own AI client with sign-off on each change.
• Pricing: on the Marketplace Ad Pros homepage, AI Connect "$39/mo or $10/week"; Optimization Plans "$149+/mo" billed annually; "Free integration · $20 trial unlocks all Optimization features".
• Pros: a low weekly entry price; every change approved and logged; 23 marketplaces.
• Cons: "$149+" is a lower bound, so the full Optimization price depends on your account; you bring your own AI client.

Nova

• What it does: Nova offers "Amazon Seller & Vendor Analytics for AI", with an MCP server that brings its data model into Claude and other assistants. "Bring your own Claude account. Nova MCP handles the data."
• Approval: suggest only by default, draft for approval for listing edits. Nova says "Nova MCP reads by default. Listing edits stay off until Nova turns them on for your workspace, and every edit is previewed and confirmed before it reaches Amazon. Prices and stock levels are never changed."
• Best for: sellers and brands who want reconciled Amazon analytics inside Claude.
• Pricing: on the Nova pricing page, Self-Serve starting at $49 a month per Seller or Vendor Central account, with a 14-day free trial and "No credit card required"; Enterprise & Agency is Custom.
• Pros: published entry price; "Unlimited MCP Calls" on Self-Serve; reads by default, with preview and confirmation on edits.
• Cons: priced per account; you bring your own Claude account; it does not change prices or stock levels, by design.

Pacvue

• What it does: Pacvue lets advertisers "Manage Sponsored Products, Brands, Video, DSP, and AMC in one unified system", with "agentic workflows that optimize bids, budgets, and dayparting".
• Approval: suggest and draft for approval. Pacvue says "Pacvue Agent translates performance data into clear, goal-aligned recommendations and approval-based actions."
• Best for: advertisers running Sponsored ads, DSP and AMC who want them in one system.
• Pricing: Demo only. The Pacvue for Amazon page offers "Book a demo".
• Pros: Sponsored Products, Brands, Video, DSP and AMC in one place; approval-based actions are stated.
• Cons: no public price; a demo is required; advertising scope.

Build your own

Open-source agent frameworks: CrewAI, LangGraph and Microsoft Agent Framework

• What it does: frameworks for building your own agents. LangGraph describes itself as a "low-level orchestration framework for building stateful agents", and CrewAI orchestrates role-playing agents. Teams use these frameworks to build multi-agent setups, where separate agents handle separate jobs. Microsoft points new users to Microsoft Agent Framework, and its older AutoGen repository says "This project has been archived and is no longer actively maintained by Microsoft." None is Amazon-specific out of the box; you build the Amazon connection yourself.
• Approval: whatever you build. You decide which actions need a human sign-off.
• Best for: teams with developers who want full control over the workflow and the approval logic.
• Pricing: CrewAI and LangGraph are open source under the MIT license. CrewAI's hosted platform has a free Basic plan with 50 workflow executions a month and a Custom Enterprise plan, as published on the CrewAI pricing page.
• Pros: full control over data, actions and approvals; open-source code.
• Cons: not Amazon-specific; you build and maintain the Amazon connections; AutoGen is archived, so start new builds elsewhere.

For more depth on how oversight differs between three of these products, see this comparison of Lumian Agents, Jarvio, and Epinium.

Start with approval. Write down which changes you would let a tool make without asking you, such as bids within a range, negative keywords or listing copy. The answer may be none. Then match that list to the approval lines above.

• You want to sign off on every change: look at Amazon Ads Agent, the Amazon Selling Partner connector for Claude, Marketplace Ad Pros, Epinium in its default mode, and Nova for listing edits. Pacvue describes "approval-based actions"; ask which actions they cover.
• You want direct changes within rules: Jarvio documents direct ads and listing edits, BidX and Helium 10 run rules-based ad automation, Epinium runs tasks you delegate, and Seller Assistant can act on its own if you choose that mode.
• You want your account data inside your own AI assistant: compare Datadoe, Helium 10's MCP connector, Marketplace Ad Pros, Nova and Amazon's own connector, and check what each can write.
• You want to build it yourself: the open-source frameworks give you control, but you own the Amazon connections and the approval logic.

Then check the practical limits. Marketplace coverage varies: Lumian Agents is Amazon.com (US) only, while Marketplace Ad Pros lists 23 marketplaces and BidX supports all Amazon marketplaces. Cost models vary too. Lumian Agents and Jarvio meter monthly credits. BidX, and Epinium's Business and Master plans, add a percentage of ad spend. Nova prices per account, and BidX requires an annual commitment. Before you schedule anything, run one real job on your own account. Then read the log of what it did.

If your main need is still product and keyword research, these Jungle Scout alternatives compare the research-first tools.

If you sell on Amazon.com (US) and want recurring account checks and prepared outputs you can review, start free with Lumian Agents.

Related guides

• The AI tools every Amazon seller should evaluate in 2026
• Amazon AI agents compared: Lumian, Jarvio and Epinium
• Jungle Scout alternatives for 2026