What’s the old adage? Don’t fix it unless it’s broken?
Here’s the thing, the advertising industry has never had access to more data. We can report impressions by the millions, calculate reach and frequency to multiple decimal places and watch CPMs move in real time. We can track clicks, completions, conversions and countless other signals across an increasingly complex collection of screens.
Yet for all that precision, a more fundamental question often goes unanswered? Did we create an experience capable of changing anything?
The truth is, an impression is not automatically an experience. A completed video is not necessarily a remembered one. A low CPM does not guarantee efficient communication. And a dashboard full of positive indicators does not always mean the client received meaningful value.
Our measurement systems (in some scenarios frameworks of self-assessment) have become highly effective at confirming that media was delivered. But they are less effective at determining whether that delivery deserves a person’s attention.
Have we optimized the audience out of advertising?
Audiences do not experience media as a plan, a platform or a line in a spreadsheet.
They experience an ad while watching a show, reading an article, waiting for a video, scrolling through a feed or moving through the physical world. In that moment, the quality of the environment, the relevance of the message, the size and sound of the screen, the surrounding content and the number of times they have already seen the ad all affect its value.
But media is still frequently evaluated as if those experiences were interchangeable.
This is where Avvivi comes in, our focus is to create a model where they are interchangeable so it’s easier to explain to our clients and partners.
The challenge at its core is how we value impressions. Not all impressions are created equal, for instance, a video viewed on a television screen in premium programming is not the same experience as one playing silently below the fold. A well-timed message is not equivalent to the ninth repetition served to the same person on a platform built for exposure. An impression with a genuine opportunity to be noticed should not be valued like one that technically “loaded” but was functionally invisible. Yet our (collective we) planning and reporting practices still too often behave as though all impressions are the same.
Efficiency without value is simply cheaper waste
The attraction of vanity metrics is understandable. They are available, comparable and easy to communicate. A lower CPM looks efficient, more impressions look productive, a high completion rate looks like attention and a click looks like intent.
Each can be useful. None, on their own, tells us whether the advertising worked.
Optimizing too aggressively around these indicators can move a campaign further from its purpose. Inexpensive inventory can produce more impressions while delivering less attention. Completion rates can reflect the mechanics of a format rather than a person’s interest. Clicks can overrepresent a tiny, self-selecting portion of the audience while missing advertising’s broader effect on awareness, preference and future behaviour.
The problem is not performance measurement. The problem is allowing the metrics closest to the platform to substitute for the outcomes that matter to the client.
True efficiency is not buying the greatest number of impressions at the lowest possible price. It is minimizing the share of a client’s investment spent on exposures that had little chance of creating an effect.
That requires a different question: Where is this impression actually capable of changing something?
Reach is not the same as reaching people well
Perhaps the bigger problem is not what we measure, but what we have decided constitutes success.
Take video completion. A campaign reports a 75% completion rate and, in many cases, that number lands on a dashboard in green. Good result. Benchmark achieved. Move on.
But viewed from the audience’s perspective, the same number tells a different story: one in four exposures never delivered the complete message.
For a 15-second commercial, that matters. If the brand, product, offer or call to action appears in the final five seconds, it represents one-third of the entire message. Imagine watching only the first 75% of The Sixth Sense and being told you experienced the movie. Technically, you saw most of it. You also missed the part that gave everything before it meaning.
This is where impressions, views and completion rates can give us a false sense of certainty. We count the exposure, classify the view and celebrate the completion benchmark without necessarily asking what the person on the other side actually received.
Instead of accepting that missing 25% as the cost of doing business, what if we treated it as a signal? Could the next exposure build on what was actually seen? Could frequency be used to complete or reinforce a message rather than simply repeat it? Could we optimize toward the amount of meaningful communication delivered, rather than the number of times a video started?
Reaching someone is easy to count. Reaching them well is a much higher standard.
Client value must be designed into the plan
Moving beyond vanity metrics requires more than adding another column to the report. Advertiser value has to be part of campaign design from the beginning.
That means defining the business outcome the campaign is intended to produce. It means establishing an appropriate baseline or holdout where possible, comparing exposed and unexposed markets, audiences or postal-code groups, and evaluating sales movement, attention, completion, incremental reach and frequency together—not choosing whichever number produces the most flattering story afterward.
The primary KPI should ultimately be the difference the advertising created. It is not simply another metric to optimize toward; it is the output of a well-executed plan.
This standard is more demanding, and sometimes uncomfortable. Outcome-based measurement may reveal that an inexpensive impression created little value, that additional frequency had reached diminishing returns or that a channel credited with conversions was simply closest to the transaction.
But advertisers do not need media partners to protect the appearance of performance. They need partners willing to determine what truly produced it.
The next era of media should be more human
Technology will continue to give the industry more signals, more automation and more precise ways to optimize delivery. That progress is valuable but only if we remain clear about what we are optimizing for.
The future of media should not be a contest to generate the largest number at the top of a dashboard. It should be an effort to create better, more connected experiences for people and more demonstrable value for clients.
Bringing supply, data and strategy together and evaluating media through the combined lenses of attention, performance and long-term business value can help us create a human experience, not just an impression.
That also requires a lesson in humility. The fact that something can be counted does not make it important. The fact that an impression was served does not mean it was experienced. And the fact that a campaign produced an attractive report does not mean it produced a meaningful result.
When did we become so certain of outcomes before a campaign even runs? Where did we lose our curiosity about the viewer’s experience? We need to bring that curiosity back.
But first, we need to remember who and what the measurement is for.
