Amazon vs. Perplexity: Have AI agents just crossed the e-commerce red line?

I mentioned it in a previous post 👉 https://exadvize.com/ai-in-e-commerce-when-it-chooses-for-us-who-bears-the-responsibility/
We explored a growing question: when AI makes choices for us… who carries the legal responsibility?

Since then, a first major clash has erupted, between Amazon and Perplexity, over its autonomous agent Comet.

🛒 Amazon sounds the alarm

➡️ Amazon sent a formal cease and desist letter to Perplexity AI.
Reason: its AI agent Comet may be performing autonomous purchases on Amazon using customer accounts behaving like a human user.

Amazon claims that Comet:

  • acts as if it were a real shopper,
  • without disclosing that it is automated,
  • may not guarantee optimal choices (price, delivery, returns),
  • generates additional investigation and security costs, and
  • violates Amazon’s terms of use.

In short, Comet would be operating inside Amazon’s ecosystem without explicit authorization and without technical transparency.

🆚 Perplexity’s response: reframing the debate

Perplexity firmly rejects Amazon’s accusations, and in its public post, “Bullying is Not Innovation,” the company claims Amazon is:

  • blocking the emergence of autonomous AI agents,
  • locking down its ecosystem,
  • limiting users’ freedom to choose how they browse and shop online.

They shift the question to a bigger issue:
👉 Do users have the right to rely on an AI agent to interact with a platform on their behalf?

⚖️ The legal issue

Two legal questions clearly emerge:

1 A potential violation of Amazon’s terms of use

If an AI agent performs actions on Amazon without meeting the rules set for human users:

  • Who is bound by those terms?
  • The user who provided account access?
  • The developer of the AI agent? Or
  • The agent itself (which the law does not recognize as a legal person)?

Because Comet imitates human behavior, a deeper question arises:

👉 Can a platform require all automated interactions to be explicitly declared as such?

2 A complete legal vacuum for autonomous AI agents

Comet does more than “assist.”, it acts, decides, and executes purchases on behalf of a user without human supervision at each step.

Yet current law provides no specific framework for:

  • how AI agents may legally interact with online platforms,
  • whether they must identify themselves,
  • what behavior is unauthorized, or
  • how responsibility is allocated.

👉 This is a true legal grey zone.

🧭 The rise of “agentic commerce”

This case signals that we are entering a new era where AI agents will:

➡️ browse,
➡️ compare,
➡️ and even purchase on behalf of users.

This raises several foundational questions:

  • Can platforms refuse access to these agents?
  • Must AI agents disclose their non-human nature?
  • Who is liable for a flawed or unintended purchase?
  • How do we ensure fairness and transparency in these algorithmic interactions?

Today, none of these questions have clear answers.

💬 A real legal test of the AI-agent era

The Amazon–Perplexity conflict isn’t just a commercial dispute.
It’s a wake-up call: current digital commerce rules were not designed to govern:

  • autonomous AI decision-making,
  • agent access to platforms, or
  • responsibility for their actions.

👉 The real question is no longer who is right, but if we are ready for a legal framework where key commercial decisions are taken by autonomous AI agents ?

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