I still often encounter the idea that marketing is mainly about creating nice, creative images. And in practice, this is often exactly where companies begin. They start with a few visuals, a campaign idea, or some content pieces. In other words, they start with tactics.

What is often missing, however, are the steps that should come before. Because at its core, marketing follows a very simple structure: Insights (Diagnosis) → Strategy → Tactics. In reality, many organizations skip the first two steps entirely. There are no real insights, no clear diagnosis of the market, and no well-defined strategy. Instead, teams jump straight into execution—what one could call “tactification.”

When the results are disappointing, the typical reaction is to question the quality of the creatives. But that is rarely the root of the problem. The issue is not that the execution is not good enough. The issue is that it is not grounded in a solid understanding of the market.

When companies start with tactics, they are essentially guessing. They produce content without truly understanding what people want, how they make decisions, or what actually drives behavior. As a result, they optimize what is easiest to see: output. More content, more campaigns, more variation. But without a proper diagnosis, this quickly leads to what is increasingly described as “slop”—generic, interchangeable marketing that may look appealing but lacks real impact.

Now imagine we reverse the process and start where we should: with insights.

If companies began with a deep understanding of their customers, the entire dynamic would change. And by insights, we do not mean surface-level opinions or what people claim in surveys. We mean a grounded understanding of actual behavior, of the trade-offs people make, and of what they truly value versus what they simply say they value.

Starting with this kind of insight allows companies to identify where the real opportunities lie. It reveals which segments actually matter, what drives choice, and where differentiation is possible. Based on this, strategy becomes much more focused and deliberate. Instead of trying to appeal to everyone, companies can make clear choices about who they want to target, what they want to prioritize, and where they want to compete. Strategy, in this sense, becomes a set of conscious trade-offs rather than a vague ambition.

Only once insights and strategy are clearly defined do tactics become truly effective. At that point, creativity gains direction and execution gains purpose. Content is no longer produced for its own sake, but as a means to express a clear strategic intent rooted in real understanding. The difference is significant: with the same resources and the same channels, outcomes can change dramatically simply because the foundation is stronger.

So why do so many companies still start with tactics? One key reason is that generating high-quality insights has traditionally been difficult. Market research has often been perceived as slow, expensive, and somewhat disconnected from real decision-making contexts. As a result, teams tend to skip it—not because it is unimportant, but because it feels inefficient.

This is exactly where AI-driven market research changes the equation.

Today, insights no longer have to be a bottleneck. With platforms like Elaiia by Delta Labs, companies can generate and test customer insights in real time. Instead of relying on lengthy surveys, marketers can interact with AI-generated consumer personas, often referred to as “AI twins,” to explore decision-making processes, test value propositions, and simulate real-world trade-offs.

This fundamentally changes the role of market research. It becomes faster, more iterative, and more closely connected to actual strategic decisions. As a result, companies can build a much clearer and more actionable understanding of their customers—at a fraction of the time and cost of traditional approaches.

In the end, the logic remains simple. If your insights are wrong or missing, your strategy will be flawed. And if your strategy is flawed, your tactics will not deliver results. But if you start with strong insights, everything that follows becomes more effective.

The real question, then, is not whether you need better marketing.
It is whether you are starting in the right place.

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