
"Leadia Solutions suggests four warning signs: It's repeated without reference to the specific context that produced it It's applied identically across channels with very different mechanics It produces decisions no one can defend with current data It substitutes for thinking rather than accelerating thinking When any of these are true, the practice has stopped being a tool and started being a script."
Marketing teams often rely on generalized best practices that originated from specific findings and spread as universal advice. Some remain useful when they reflect repeatable patterns supported by experience across many scenarios, such as testing creativity, segmenting before budgeting, and evaluating cohorts instead of campaigns. Best practices become harmful when they are applied without understanding the underlying principles, such as using A/B test sample sizes too small to support conclusions or building segments that do not meaningfully differ in behavior. A best practice becomes lazy when it is repeated without context, applied identically across channels with different mechanics, leads to decisions that cannot be defended with current data, or replaces thinking instead of accelerating it.
#marketing-best-practices #performance-marketing #experimentation #audience-segmentation #marketing-analytics
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