Back to Blog
AnalysisApr 14, 2026·7 min read

Amazon Versus the Agents

They invented platform risk for a generation of brands. Now they're refusing to live with it themselves.

Amazon Rufus, the company's AI shopping assistant, shown across two phone screens
Amazon Rufus, the company's in-house AI shopping assistant. Image: Amazon

Last month a federal court did something unusual. They issued a preliminary injunction against a web browser.

The browser was Perplexity's Comet — an AI agent that lets people ask questions and have a machine buy things on their behalf. The plaintiff was Amazon. And the order was simple: Comet doesn't get to operate on Amazon's site.

That single court order is the clearest signal yet of what Amazon thinks the next decade of commerce looks like — and what they're willing to do to control it.


The Wall Has Been Going Up for Months

The injunction wasn't a one-off. It was the latest piece of a much bigger strategy that Amazon has been building quietly for over a year.

They've blocked 47 AI bots from accessing Amazon — agents from OpenAI, Google, Anthropic, Microsoft, Perplexity. Every major name. Meanwhile they poured resources into Rufus, their own AI shopping assistant. The numbers are massive: 250 million users. 60% higher purchase completion among shoppers who engage with it. An estimated $10 billion in incremental annual revenue and a projected $1.2 billion in profit contribution by 2027.

Most coverage frames this as Amazon being defensive. Protecting margins, protecting Rufus, protecting customer data. That framing isn't wrong. But it's the small version of the story.

The big version is that Amazon, more than any other company on earth, understands what happens when a third party becomes the discovery layer between you and your customer. They built that playbook. They ran it on a generation of brands. And now they refuse to be on the receiving end of it.


What Amazon Did to Brands

If you want to understand why Amazon is suing browsers, you have to understand what they did to brands twenty years ago.

The deal Amazon offered was simple. List your products on the marketplace and reach hundreds of millions of customers. The distribution was incredible. Brands flooded in.

Then the deal got worse, slowly.

Amazon learned which products sold well. They launched private-label versions. They controlled the search ranking. Brand pages became commoditized — a SKU, a price, a buy button. Customer data flowed to Amazon, not the brand. The customer's relationship was with Amazon. The brand became interchangeable inventory inside someone else's interface.

This wasn't accidental. It was the playbook. And it worked because once a meaningful percentage of a brand's sales came through Amazon, walking away was functionally impossible. That's platform risk. Amazon invented the modern version of it.


The OpenAI Equivalent

Now reverse the roles. Imagine Amazon as the brand and OpenAI as Amazon-circa-2005.

OpenAI has 800 million weekly active users on ChatGPT. They're the new search layer for an entire generation of customers. They've already shown they're willing to put a buy button inside the chat — Instant Checkout, the Agentic Commerce Protocol, transaction fees on top of every sale.

In the early version of this future, when a customer asks ChatGPT for a vacuum, the AI does the recommending. The AI handles the comparison. The AI processes the transaction. Amazon becomes a wholesale supplier inside someone else's interface — the same position brands ended up in twenty years ago on Amazon.

That's the deal Amazon refuses to take. So they're suing browsers. They're blocking bots. They're investing billions in Rufus. They're doing every single thing required to make sure that when a customer in 2030 asks a machine to find them a product, the machine they ask is Amazon's machine — not OpenAI's.


Defense vs. Strategy

There's a useful distinction here that most coverage misses.

Defense is “we don't want OpenAI scraping our data.” That's real, but it's a feature-level concern.

Strategy is “we refuse to let a third-party AI become the discovery layer for our marketplace, because we know exactly what happens next.” That's a different thing entirely. It's a multi-decade bet about who controls the customer relationship in an agent-driven world.

Amazon isn't reacting to AI. Amazon is deciding the structure of AI commerce for as much of their business as they can.

The injunction against Perplexity isn't really about Perplexity. It's about establishing in case law that an AI agent operating on a customer's behalf doesn't inherit the customer's rights. The customer has the right to shop on Amazon. The agent does not. If Amazon wins that frame, every other AI agent has to either get Amazon's permission or stay off the platform. And once you need permission, you negotiate. And once you negotiate, Amazon sets the terms.


What This Means for Everyone Else

The lesson for the rest of the market isn't “build your own Rufus.” Most brands can't. The engineering investment, the data, the headcount — it's an entire division at Amazon.

The lesson is that the threat is real. Amazon is the most sophisticated commerce company in the world, and they are willing to fight a federal lawsuit to keep third-party AI from becoming the discovery layer for their products. They aren't doing this for fun. They're doing it because the downside is existential.

The same downside applies to every brand. Maybe more so, because most brands don't have Amazon's leverage to push back. If a customer asks ChatGPT for “the best running shorts” and the AI returns three options without ever sending the user to your site, you don't have a customer relationship anymore. You have a wholesale order, if that.

The brands that figure this out early do two things in parallel. They make sure their products and brand context show up in the AI conversations happening off their site. And they make sure that when a customer does land on their site, the experience can hold its own against the AI conversation that brought them there. A 2015 product page with dropdown filters can't hold its own. That's the gap.


The Bigger Pattern

Amazon, Walmart, Nike, Target — every major retailer is converging on the same conclusion. The AI experience can't be outsourced. The customer relationship can't be rented. The discovery layer is the most valuable layer in commerce, and it's worth fighting for.

What's interesting is that Amazon is the company saying this loudest, because they are the company most haunted by the alternative. They know what platform risk does to the people who accept it, because they were the platform. And they refuse to be on the wrong side of it this time.


The next few years are going to sort the brands that internalize this lesson from the ones that don't. The ones that act early own their AI experience and stay in control. The ones that wait wake up one morning to find that their best customers are talking to someone else's AI about their products — and there's nothing left to do about it.

Amazon already knows. They're not waiting to find out.


We're building the infrastructure that lets every brand own their AI shopping experience — not just the giants. If that resonates, we'd love to talk.