Marketing and Research Consulting for a Brave New World
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Ehrenberg-Bass researchers readily admit that consumers are heterogeneous in their brand preferences. Yet, they ignore the possibility that consumers also vary in their expected responsiveness to advertising even though they are mathematically linked.

Marketers now know that prior years of brand building can have a much bigger impact on current sales than previously thought.

Math and AI are optimizing tactics, refining targeting, and transforming creative processes for significantly improved outcomes.