Anyone who has dealt with AI in marketing in recent months has inevitably come across the topic of agents. Autonomous systems that make decisions, use tools, and independently execute multi-step tasks. The demos are impressive, the promises are big. And yet: Many B2B marketing teams wonder why it doesn't work for them.

Budget planning in B2B marketing often starts with an Excel spreadsheet and a fundamental discussion: Where do we set our focus? Performance marketing brings quick leads, content builds authority, PR ensures visibility. There is no one-size-fits-all recipe for the perfect allocation. The answer depends on how your sales team operates.

There is a discussion that regularly arises in B2B companies: Do you even need a CMO? Or shouldn't marketing simply be subordinated to sales? The logic behind it is compellingly simple. The overarching goal is revenue. Marketing supports this goal.

Many technology companies invest large budgets in lead generation – and still wonder why they don't make the shortlist in major tenders. The reason rarely lies in the quality of the product.

Anyone looking for a B2B content marketing agency today usually has a clear goal in mind: more visibility, more leads, more authority in the market. The classic solution to this has looked the same for years. You produce high-quality whitepapers, optimize the corporate blog for search engines, and distribute the content via LinkedIn. But this equation no longer works.

Typically, when thinking about B2B communication, one thinks of trade media, business media, or specialized topic portals. The equation seems simple: whoever sells to companies must appear in the media that companies read. However, this view often falls short. 

The numbers are clear: organic LinkedIn reach has dropped by an average of around 50 percent in 2026. For company pages, the decline is even over 60 percent. Many B2B marketing teams are reacting with speed. They increase posting frequency, experiment with new formats, or ask employees to like every post. But these reactions only combat a symptom.

No one buys a new software system for 500,000 euros because they saw a clever advertisement. The decision is made because the buying center trusts that the provider understands the problem and that the solution works. This is exactly where many technology companies fail.

Why do many B2B technology companies with complex solutions struggle to align sales and marketing? When you look around on LinkedIn, the solution seems simple: You would just need to improve the ad creatives, build a sensible funnel, or optimize your outreach strategy. But those who make decisions in this area have often already experienced that exactly these marketing playbooks do not work.