There’s a term that’s made its way into the conversation around marketing capabilities in the last couple of years.
“Hyper-personalization.”
Looking back through my notes, in a six-month window, I had conversations with marketing leaders at eight organizations who said “hyper-personalization” is one of their leading capability investment priorities.
Now this is where things get interesting.
In all of those conversations, when I asked those leaders to explain the vision for what “hyper-personalization” will enable them to do, the general response goes like this:
“We need the ability to recognize what each customer needs, choose the most relevant offer or action for them, and deliver it in the moment it matters and in the channel that’s best positioned to build trust.”
“Ok,” I responded. “What’s ‘hyper’ about that?”
Silence.
When nudged to be more specific about “hyper” personalization, none of them offered any functional improvement beyond the widely accepted components of a mature personalization capability.
My small sample size of eight marketing leaders isn’t an exception.
Marketing technology platform vendors, consulting firms, and conference organizers are all leaning on the term “hyper-personalization” without any concrete explanation of what “hyper” adds to the equation for personalization. Across the analyst and vendor landscape there's no single accepted account of what separates “hyper-personalization” from the personalization that preceded it.
Gartner, which maintains semi-formal definitions for most of the marketing terms in circulation, doesn't define “hyper-personalization.” Forester goes further and calls the term misguided, arguing that customers were never asking for "hyper" anything. They want relevance, and an exchange of value worth their attention.
Here’s the problem.
Senior marketing leaders are committing budget and accountability to a word that the field itself has never settled. And that unsettled word isn't a harmless piece of jargon.
The cost of an undefined term
When a marketing leader makes “hyper-personalization” a priority without defining it, the term itself starts working against the capability it was meant to advance, and it does so in two ways.
- Abstraction. Any capability vision handed to a delivery team that isn’t fully defined in concrete terms risks creating confusion where the work happens. When the capabilities being built involve cross-capability integration and operations, clarity is even more critical to minimize internal politics and the push-and-pull of ownership control. The effort needed on part of leadership to prioritize and fund personalization may have benefitted from a vision-forward, aspirational term like “hyper-personaliation,” but landing an abstract vision onto build teams stalls the work. A team can’t build what’s not defined and cross-functionally understood.
- Aspiration. Vision casting with the term “hyper-personalization” carries its own risks. “Hyper,” implies something well beyond the fundamentals of personalization. According to a 2024 Optimizely survey of 1,000 marketing and e-commerce executives, 86% said their ability to run personalized campaigns is inadequate. The risk is pitching a vision that creates a gap between current and target state that doesn’t have a detailed plan to close, and doesn’t have the funding in hand to deliver. Which becomes a compounded problem in the current environment of technology shifting faster than anyone can absorb. Even without “hyper-personalization,” the target is moving faster than teams can reach it.
Abstraction and aspiration ends in the same place. The work stalls.
And the stall is worse than it looks, because the alternative, consistent intentional maturity in personalization, was available the whole time in terms that everyone already understands.
A leader who names where the organization sits on personalization, and funds the next concrete step from there, moves the capability forward. But a leader who holds out hyper-personalization as the goal trades that progress for a word, and ends up with neither clarity nor capability.
The stickiness of ‘hyper’
There is a valid reason why “hyper” is such a sticky term. Something real has changed within the space that personalization occupies - the economics of its technical delivery and operations.
From its inception, the holy grail of personalization has always been about targeting a segment of one. Recognize the individual, choose what's relevant to them, and deliver it in the moment that matters in the optimal channel.
That vision has never been the constraint to personalization. The constraint has always centered on data availability and cost of execution. Producing the content volume that “hyper” personalization requires, and making that many decisions, customer by customer is expensive to do at scale. So personalization in practice, in many scaled marketing organizations, settles in at segments and rules.
But AI has made producing relevant content and decisions cheap enough that serving the individual is now more technically accessible and operationally practical.
Agentic AI is the current leading edge of that shift, pushing the cost of decisioning and delivery down further still. That’s the “hyper” shift the market is reacting to. And it's a real one.
The error is in naming it. What AI delivered is a more efficient way to do personalization in an economical enough way to reach the individual it always meant to engage.
This is why "hyper-personalization" doesn't survive contact with its own components. Pull the term apart and what’s underneath are the familiar components: Data, offers, campaign management, next best action, content, orchestration.
There is no new building block that appears only when personalization becomes "hyper." It's the same stack, running more efficiently and finally delivers what’s always been the objective of personalization, one-to-one customer engagement.
“Hyper-personaliation” is not a new capability. It's a waypoint in the steady evolution of personalization, marking the place where the economics finally caught up to the ambition.
The work that moves personalization forward
If "hyper-personalization” is a waypoint in the evolution of an existing capability, the way forward for marketing leaders is to acknowledge the waypoint on the map and stay the course. Drop the term and drive out clarity on the fundamentals of personalization itself.
Personalization is built from a defined set of components. Data that's unified and available. Offers. Campaign management. Next best action, which is the decision logic that chooses what to do. The content to deliver it. And the orchestration that coordinates it across channels.
These are the parts. None of them is new, and none of them is mysterious, which is the point. They can be named, scoped, funded, and built.
Doing personalization well means having those components running with real discipline. This isn't all-or-nothing. Most organizations have some of the parts in some condition. The work is knitting the parts together into a single capability that delivers. That depends on every component functioning and on the connections between them holding, because a strong decisioning layer with no content to deliver, or clean data with no orchestration to act on it, underdelivers no matter how advanced any one piece may be.
Each component carries its own product footprint. Meaning, each deserves dedicated ownership and someone accountable for building and maturing it. And because personalization is the capability that depends on all of them working together, it needs an owner above the components, accountable for the whole rather than any single part. Without that, the parts advance on their own timelines and the capability they're meant to enable, never operates effectively.
Admittedly, this is harder, less exciting work than casting a vision around a trend. But, it’s the work that returns real value in bottom-line efficiency, and top-line growth. The components are tangible, concretely understood, and accessible to the people in these roles. A team can build them. A leader can fund them and hold someone accountable for them.
That's the difference between a word and a capability.
The customer is the test
To revisit Forrester’s point, customers never ask for “hyper-personalization.” They ask for relevance, and for an exchange of value worth their attention.
So the challenge for any leader wrestling with the term is to name what “hyper-personalization” would do for the customer that personalization done well can’t. The customer expectation it satisfies that the fundamentals of personalization leave unmet.
If that thing can't be named, there's nothing there to build. The term is pulling attention and budget away from the work that meets the customer where they are.
The customer decides what's worth prioritizing. Anything that can't be traced back to something they need is swirl. And swirl is a distraction a scaled marketing organization running on limited capacity can't afford.
Build with the customer in mind, name what they need, and fund the capability that meets it. That capability is personalization, done with discipline.
The trendy terms layered on top of it was never the thing that mattered.
