Can AI figure out what's actually driving revenue?

A simulation benchmark where humans and AI models make real marketing decisions, and their causal reasoning is put to the test.

New: 29 LLMs walk into a marketing sim, here's what they did →

Leaderboard

Top scores across humans and AI models

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Want a deeper look at how models behave on this task? Read the analysis →