The discussion around the K-shaped advertising economy shouldn't lead marketers to conclude that Connected TV is "THE" answer.
It should lead them to conclude that there is no single answer.
As customer behavior fragments, so do the pathways to growth. Some customer segments will respond to Connected TV. Others will continue to be influenced by linear television, retail media, social, search, or in-store activation.
The challenge isn't choosing the "winning" channel. It's understanding which investments (media, creative, and message) influence which customers, and how those responses combine to create incrementality.
That's where too many marketing models fall short.
They estimate an average response across highly heterogeneous customer segments, producing what are often "averages of averages". The result is a recommendation for the "average customer" who, increasingly, doesn't exist.
As Jeff Greenfield said to a client last week, "The market doesn't move as one market." Every commercial decision creates multiple responses across different customer groups, and those responses ultimately determine business performance.
That's why Provalytics approaches measurement as a system rather than a collection of channels.
Agile Insights Modeling (AIM) evaluates multiple marketing investments, multiple customer responses, and multiple business outcomes simultaneously, recognizing that growth comes from understanding heterogeneity rather than averaging it away.
The K-shaped economy isn't telling us to abandon traditional media for Connected TV. It's reminding us that markets have become too diverse for one-size-fits-all measurement.
The future belongs to models that explain differences, not averages.
Cheers
Todd