Knowledge Hub
Evidence-based thinking for strategic marketers
Demand generation and lead generation are not synonyms, and treating them as interchangeable budget lines is one of the most common and expensive mistakes in B2B marketing. Teams build demand gen cont...
Personalisation is one of the most cited AI use cases in B2B marketing, and one of the most frequently oversold. The technology has advanced genuinely. The infrastructure and data most organisations h...
The appeal of AI for market research is obvious: faster synthesis, broader coverage, and lower cost than traditional research approaches. The risk is equally real. AI-generated research looks authorit...
Category creation is the highest-risk, highest-reward move in B2B strategy. The evidence shows that companies that define and lead their category capture a disproportionate share of market value, and ...
Most B2B marketing teams have adopted AI tools. Far fewer have built the skills to use them well.
The capability gap isn't about access to technology. It's about evaluation, governance and workflow d...
The fastest way to dilute a brand voice is to automate content creation without a workflow designed to protect it. AI tools can accelerate content production significantly, but that speed becomes a li...
Most B2B ideal customer profiles live in a slide deck and get updated once a year, if at all. That's not a strategy problem, that's a data problem, and it produces one of the most persistent sources o...
LinkedIn is the only major social platform where business decision-makers are present in a professional mindset, at scale. That makes your LinkedIn B2B marketing strategy consequen...
Most campaign measurement problems aren't data problems. They're interpretation problems, and adding AI to an unclear measurement framework makes the confusion faster, not better.
AI brings genuine a...
Most AI tools generate text when you prompt them. AI agents do something categorically different: they take sequences of actions, make intermediate decisions, and complete multi-step tasks without hum...
Here is the number that should reframe how you think about AI governance. When Gartner predicted that more than 40% of agentic AI projects will be cancelled by the end of 2027, one of the three causes...
Here is the uncomfortable truth first: you cannot see the queries. There is no Search Console for chatbots, no keyword report for AI assistants, no dashboard anywhere that shows you what buyers in you...