Marketers optimizing for impressions while Amazon optimizes for attention may soon discover that reach alone is a poor predictor of growth.
Laurie Sullivan at MediaPost lays this out perfectly in her new article:
https://www.mediapost.com/publications/article/415694/amazon-optimizes-ad-buys-with-focus-on-user-attent.html
For years, media planning has treated impressions as the primary measure of success. The assumption is simple: more impressions create more visibility, which eventually creates more sales.
Amazon's latest move suggests a different view. By incorporating attention metrics directly into media buying decisions, advertisers can now optimize for the likelihood that consumers will actually engage with an ad, not just be exposed to it.
However, impressions and attention should not be viewed as competing metrics.
A systems-thinking approach to predictive analytics recognizes that both are part of the same growth engine. That is what the Agile Impact Modeling (AIM) platform at Provalytics is all about.
Impressions create the opportunity for engagement. Attention increases the probability that engagement leads to action. Neither metric alone explains business outcomes.
The real question is not whether an impression was served or whether attention was captured.
As Jeff Greenfield always says, the question is solely whether those investments profitably generate incrementality.
Organizations that connect impressions, attention, customer behavior, and business outcomes within a single predictive framework are better positioned to identify what truly drives growth and what merely redistributes activity that would have occurred anyway.
Attention may improve media quality. Incrementality remains the ultimate measure of effectiveness and efficiency.
Cheers
Todd