Firestorm Ignites as Amazon Battles AI Startup Over Secretive Shopping Bot Invasion

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Published on:November 6, 2025
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Amazon just slapped Perplexity AI with a lawsuit, and it's not about data scraping this time. The e-commerce giant filed suit in San Francisco federal court over Perplexity's sneaky shopping bot called Comet. This AI agent has been crawling around Amazon's platform, pretending to be human while making purchases for users.

The whole thing started when Amazon sent Perplexity a cease-and-desist letter. Stop using your bot on our site, they demanded. Perplexity apparently ignored them. So Amazon did what big tech companies do best – they lawyered up.

Amazon's allegations are pretty damning. They claim Perplexity disguised automated bots as real users and secretly accessed customer accounts. The retailer says this created security vulnerabilities for customer data. Court documents reveal that Perplexity wasn't exactly transparent about hiding the agent's activities.

Amazon's court filings paint Perplexity as deceptive actors who masked bots as humans while compromising customer security through unauthorized account access.

Breaking terms of service? Check. Violating rules with code? Double check.

Perplexity isn't backing down though. They're calling Amazon a bully who's just protecting their massive $56 billion advertising business. CEO Aravind Srinivas argues that AI agents deserve the same rights as human users. Bold stance, considering his company's bot was literally designed to work stealthily and avoid detection.

The technical details are fascinating. Comet uses a large language model to automate web browsing and purchases on Amazon's platform. It only buys stuff when users tell it to, but it tries to fly under the radar while doing so. The new version of Comet disguised itself as a Google Chrome user to bypass Amazon's security blocks.

Amazon argues these third-party tools degrade the shopping experience and bypass their storefront entirely. The conflict signals a fundamental transformation in how e-commerce operates, with autonomous AI technologies potentially reshaping traditional marketplace dynamics. This case also raises significant questions about algorithmic bias in AI systems accessing online platforms.

Here's the irony: Jeff Bezos invested in Perplexity, and the startup uses Amazon Web Services for its AI operations. Talk about biting the hand that feeds you.

This lawsuit could set major precedents for how AI agents interact with e-commerce sites. Amazon is developing its own AI shopping tools like Rufus, so they're not exactly thrilled about competition. The outcome might determine how far AI tools can go in performing real-world tasks without permission.

Perplexity has faced similar controversies before, including accusations about buying illegally scraped Reddit data. The firestorm continues.

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