WTF is LLM honeypotting?

Publishers and e-commerce brands under siege from AI crawlers are starting to fight back with an old security trick updated for the LLM era: “LLM honeypotting.” 

The term refers to a deception tactic that lures bots into plausible-looking but ultimately useless information like content mazes, driving up their compute costs and polluting their models. The goal: break the economics of large‑scale scraping.

That’s the theory. The reality is messier. 

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Future of Marketing Briefing: What World Cup breakout stars Haaland and Zlatan can teach marketers about sports stardom

When Erling Haaland left the pitch in the 105th minute of Norway’s quarter-final clash with England on July 11, it marked the end of a charmed World Cup run, not just for the Manchester City striker but for his brand sponsors also.

“He has been so exciting during this tournament,” said Andrea Fairchild, svp of global sponsorship strategy at Visa.

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