Amazon Ads in OpenClaw — Skill Install

Install the Amazon Ads skill on OpenClaw to query your Amazon Ads data, analyze campaign performance, get bid recommendations, and track experiments. One command to install, then start asking questions.

Connect Your Accounts Free Install Instructions

Read access + opt-in editing Connect free · $20 two-week trial · AI Connect from $10/week

OpenClaw Conversation Example

You: Which ad groups have the lowest ACOS in my Sponsored Products campaigns?

OpenClaw: Your top 5 ad groups by ACOS efficiency are listed below. "Exact Match - Brand Terms" leads at 8.2% ACOS with $1,240 in sales this month.

Set Up in 3 Steps

Create a MAP Account

Install the Skill

Run the install command in OpenClaw. The skill connects to Marketplace Ad Pros and gives you access to your Amazon Ads data.

Start Querying

Ask OpenClaw about campaigns, keywords, bids, performance, and recommendations. Your data is structured and ready for analysis.

Install Command

npx skills add marketplaceadpros/skill-amazon-ads

The installer will prompt you to select your AI client and scope (Project or User).

What You Can Do

Campaign Analysis

Pull spend, sales, ACOS, ROAS, impressions, and clicks for any campaign or date range.

Keyword Discovery

Find new keyword opportunities and spot wasted spend from search term reports.

Bid & Budget Recommendations

Get specific bid adjustments and budget allocation suggestions backed by your data.

Multi-Brand Management

Manage multiple brands from one connection. Switch between clients in conversation.

Browse Recommendations

MAP scans your accounts daily and surfaces optimization opportunities you can review in OpenClaw.

Experiment Tracking

Track what you changed, when you changed it, and whether it helped.

Also Works With

The same skill and MCP server work across multiple AI clients.

Claude

Desktop, Code & Cowork

Claude Setup

ChatGPT

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ChatGPT Setup

Any MCP Client

n8n, custom clients & more

MCP Server Setup

Frequently Asked Questions

OpenClaw is an AI platform that supports skills and MCP integrations. It lets you install third-party skills to extend what the AI can access and do.

Run the install command: npx skills add marketplaceadpros/skill-amazon-ads. This installs the Marketplace Ad Pros skill, which gives OpenClaw access to your Amazon Ads data.

No. Read-only by default. You can opt in to editing, and the AI will confirm each change before applying it. All edits are logged. Learn more.

Connecting your Amazon Ads accounts is free. A $20 two-week trial gives you full access. AI Connect starts at $10/week. Optimization plans with daily recommendations start at $149/month.

Get Your Amazon Ads Data Into OpenClaw

Free account connection. $20 two-week trial. AI Connect from $10/week.

Get Started Free