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Your Marketing Campaign Didn’t Work (You Just Think It Did): Why Correlation Is Destroying Your Budget
Your CMO is ecstatic. The Instagram ad campaign you launched last month resulted in a 25% increase in conversions. The agency gets a bonus. The team celebrates. Next quarter’s budget allocates even more to Instagram ads. Then a data scientist asks an uncomfortable question: “How do you know the campaign caused those conversions?” “What do…