Four ways to get software talking to your marketing data, and endless confusion about which to reach for. They are not competitors — each one answers a different question, and picking wrongly costs either an engineering quarter or a workflow that breaks silently.
An ads MCP is the connection that lets Claude or ChatGPT query your live campaign data instead of the screenshot you pasted. No code, no export, no dashboard. Here is what it is, what the tools actually look like, and what separates a useful one from a demo.
The fastest way to lose a Google Ads or Meta account to automation is not a rogue AI making bad bids. It is a tool that logs in as you and clicks buttons in a browser, because that is indistinguishable from the behaviour platforms suspend accounts for. Here is the distinction that decides it.
Three payment protocols launched in eighteen months, all designed to let AI agents buy things on a customer's behalf. Agentic shopping is still small, but the standards war is happening now — and it decides whether your products are reachable when the buyer is a model rather than a person.
Every major ad platform shipped a first-party MCP server in 2026 — and they are wildly inconsistent. Amazon and Meta let an AI change campaigns; Google and Microsoft do not. Here is what each one will actually let AI touch, and the four things none of them can do.
Almost every marketing MCP connects ad platforms. Almost none connect the store. For an ecommerce advertiser that gap decides which questions are answerable at all — so here is how to compare them on coverage rather than tool count, and the five questions that separate them.
Amazon sellers have a harder MCP problem than anyone else: advertising and Seller Central are separate systems, so ACOS is answerable but true profitability is not. Here is how the options compare, what each one can actually see, and the connection most of them are missing.
From September 2026 you can no longer create Dynamic Search Ads campaigns in the Google Ads UI, Editor or API — existing ones are being upgraded into AI Max for Search. Here is what changes, what you lose, and what to do before the deadline forces the decision for you.
Add up the revenue your ad platforms claim and you will get a bigger number than your bank shows. Every platform grades its own homework, counts the same sale more than once, and never sees a refund. Here is how to calculate what your campaigns actually earned.
Most marketing teams already use AI daily — they just feed it screenshots. MCP replaces the export-and-paste ritual with a live, permissioned connection between your ad accounts and Claude, ChatGPT or Gemini. Here is what it is, what it can and cannot touch, and how to set one up.