About Marketplace Ad Pros

The short version

Marketplace Ad Pros (MAP) is an advertising management platform for Amazon and Facebook ads. It connects your ad data to AI tools like Claude and ChatGPT through Model Context Protocol (MCP). You ask questions about your campaigns in plain English, and you get answers from your actual data.

We're an Amazon Ads Verified Partner. Agencies and brands on MAP manage over $30M in combined monthly ad spend.

Who's behind this

I'm Matt Ferrante. I've been building ad tech for 16 years, with the last 8+ focused on Amazon Ads. You can reach me at matt@marketplaceadpros.com.

When GPT-3.5 came out and then GPT-4 followed in early 2023, I got genuinely excited. I'd spent years watching Amazon sellers fight with campaign data in spreadsheets, manually tweaking bids, trying to make sense of reports that told you what happened but never what to do about it. AI was finally good enough to actually help with that problem.

So I started building. The first version was simple: pull in the ad data, find what's working and what isn't, and give sellers recommendations they can act on. That worked. Then I started building agents, and that's where things got interesting. I wanted something that could look at your campaigns the way an experienced ad manager would, spot what's off, and help you run experiments to prove what actually moves the needle.

Nothing like that existed for Amazon ads. So I built it.

What MAP does

There are plenty of dashboards out there. MAP is something different.

You connect your Amazon Ads or Facebook Ads account and then query your performance data through Claude, ChatGPT, or our own chat. No more exporting CSVs and building pivot tables.

Every morning, MAP sends you optimization suggestions based on what's happening in your campaigns, specific to your products and your goals. These aren't canned tips. They get better over time as the system learns what works for your brand.

When you want to test something (a bid change, a keyword strategy, a budget shift), MAP tracks the experiment and measures whether it actually worked. That feedback loop is the whole point.

We also built an MCP server so you can plug your ad data into Claude, ChatGPT, Claude Code, n8n, or any MCP-compatible client. If you manage multiple accounts, you can organize them under brands and get weekly audio summaries instead of more meetings.

How we handle your data

Read-only API access by default. If you want AI-assisted editing (letting the platform apply changes), that's opt-in. Every action gets confirmed before it happens and logged after. We don't store your ad platform credentials, only OAuth tokens.