Milena Traikovich is a seasoned professional in demand generation, known for her sharp focus on analytics and lead performance. In an era where artificial intelligence has essentially reduced the cost of content production to near zero, Milena navigates the complex intersection of technology and human psychology. The conversation today explores the burgeoning “communication glut”—a phenomenon where the sheer volume of marketing messages is outpacing the human brain’s ability to process them. We delve into how brands can maintain a competitive edge when more presence often leads to less impact, and why the future of marketing might lie in knowing when to remain silent.
Throughout this discussion, we analyze the neuroscientific costs of constant digital interruptions and the persistent mental fatigue that defines the modern consumer experience. We explore the paradox of visibility, where the ease of creating content leads to a lack of distinction and a dangerous convergence of brand voices. Finally, the dialogue shifts toward the concept of “cognitive ergonomics,” suggesting that the next major competitive advantage will come from reducing the mental effort required by consumers rather than increasing the volume of communication.
AI has drastically lowered the cost and increased the volume of content production. How does this shift change the fundamental relationship between brand visibility and marketing effectiveness?
For decades, the marketing industry operated under the assumption that more visibility automatically equated to greater effectiveness, but that model is rapidly breaking down. We are entering a period economists call a “glut,” where the supply of content is growing much faster than the actual demand for it. Artificial intelligence allows every brand to maintain a near-constant presence, reacting instantly and publishing across every possible platform without the traditional hurdles of high production costs or media investment. However, while content has exploded exponentially, human attention remains a strictly finite resource that simply cannot be scaled to match the output. We are seeing that in a marketplace where every brand can generate content at scale, the competitive advantage shifts away from maximizing presence and toward strategic restraint. It challenges the deeply held belief that more is better, suggesting instead that the bottleneck is no longer creating information, but the human brain’s ability to process it meaningfully.
Neuroscientists are pointing toward a rise in cognitive exhaustion due to the density of modern information environments. What are the specific mental costs for a consumer navigating this “always-on” world?
The problem isn’t necessarily one massive, dramatic event that overwhelms the consumer; it is the thousands of micro-interruptions that occur throughout a single day. People are living in an environment where work, social interaction, and commerce are constantly vying for the same limited attentional bandwidth, leading to what is described as “continuous partial attention.” This state eventually manifests as deep mental fatigue, reduced focus, and a persistent sense of being overwhelmed, even when no physically demanding work has been performed. Every time a notification pings or a feed refreshes, the brain is asked to make a new decision or evaluation, which carries a tangible cognitive cost that cumulatively depletes mental resources. Because working memory remains limited and human cognitive capacity hasn’t changed despite technological leaps, messages eventually begin to compete with one another, causing overall effectiveness to decline sharply.
If brands are using similar AI tools and optimization strategies, there is a risk of them all sounding the same. How does this “convergence” affect a brand’s ability to stand out?
There is a very real danger that as brands adopt the same AI-driven prompts and optimization algorithms, they will naturally converge on the same voice and tone. When everyone uses the same tools to achieve a standardized version of “perfection,” the result is a marketplace filled with content that lacks any true distinction or recognizable soul. Individual pieces of content get less of an opportunity to be noticed because they are buried under what experts are calling “slop” that pushes every brand toward a generic, safe center. This creates a paradox where the easier it is to create content, the harder it is for that content to actually make a lasting impression on the audience. The brands that will eventually stand out are those that resist this pull toward the center, choosing instead to embrace original, human-driven voices and perhaps speaking less often but with much greater sharpness.
We are seeing consumers become incredibly adept at filtering out commercial messages, especially on social platforms. What does this behavior tell us about the future of branded content?
We have reached a point where brand presence often feels more like an unwelcome intrusion than an authentic engagement, and consumers are responding by becoming highly sophisticated filters. You can see this clearly in how people interact with influencers; they remain deeply invested in the creator’s personal narrative but will immediately switch off or disengage the moment the tone shifts to a branded message. This isn’t just simple ad avoidance; it’s a defensive mechanism against being overwhelmed by a constant barrage of commercial noise that offers little personal value. As AI-generated creators and content become more common, I expect this filtering behavior to intensify as people run away from anything that feels algorithmically manufactured or insincere. The challenge for marketers in the coming years is to create experiences that feel authentic and human enough to bypass these increasingly efficient mental filters.
There is a growing conversation around “communication pollution” and the ethical responsibility of marketers. How should brands weigh their desire for reach against the impact on public mental health?
Marketers really need to realize that their actions have a broader impact on society, and right now, many are contributing to a damaging form of communication pollution. By hitting consumers with tons and tons of automated content—whether they are willing to see it or not—we are creating a degree of fatigue that eventually leads people to shut themselves off from all messaging entirely to protect their sanity. This constant pressure to optimize and the use of narratives built on the fear of missing out or social inadequacy can repeatedly activate threat and reward circuits in the brain. We have a collective responsibility to recognize that we aren’t just occupying a person’s attention; we are actively shaping their emotional states and mental well-being. Brands that ignore this risk not only damaging their own long-term reputation but also contributing to a systemic decline in general mental health by treating human attention as an infinite resource.
If attention is the scarcest commodity, what specific qualities will content need to have in order to earn it in an AI-saturated market?
As the market becomes more crowded with polished, automated outputs, the value of human imperfection and quirkiness will actually increase significantly. People are going to crave content that feels “felt” and authentic, rather than something that has been smoothed out by an algorithm until it is lifeless and predictable. We are seeing a shift away from highly optimized communication and toward experiences, ideas, and expressions that have a sense of distinctiveness and emotional resonance. Attention will continue to be the most precious commodity, but it will be earned by brands that are brave enough to be original, human, and perhaps even a bit messy. The future belongs to those who can provide a genuine human touch and a distinct point of view in a world that is increasingly dominated by generic, high-volume automated content.
You mentioned “cognitive ergonomics” as a potential new frontier for customer experience. How can brands practically apply this concept to their communication strategies?
Cognitive ergonomics is all about designing communication and experiences that work with the human brain instead of against its natural limits, focusing on reducing mental effort for the consumer. Practically, this means brands should prioritize simplicity, clarity, and ease of decision-making over the sheer volume of information or the frequency of notifications. If a brand can save someone time and minimize unnecessary complexity in their daily life, it will earn a much higher level of trust and loyalty than one that constantly demands focus. Instead of seeing every notification as a way to seize attention, we should see it as an opportunity to provide a frictionless experience that respects the user’s mental bandwidth. Reducing the cognitive load required to interact with a brand will become a genuine competitive advantage in an era where everyone else is trying to shout louder and more often.
What is your forecast for the future of demand generation?
I believe we are going to see a massive industry correction where the most successful demand generation strategies will focus on “meaningful processing” rather than just massive exposure. We have reached the bottleneck where creating information is cheap and easy, but helping the consumer process it meaningfully is the real challenge that requires human insight. Brands will start to measure success not by how many millions of people saw a message, but by how little effort those people had to expend to understand its value and make a decision. The leaders of tomorrow will be those who master the art of silence, curation, and precision, ensuring that every single interaction is sharp, distinct, and deeply respectful of the human brain’s finite limits. We are moving toward a “less is more” paradigm where quality, authenticity, and cognitive ease will be the only sustainable way to break through the overwhelming noise of the AI era.
