Knowledge Hub
Evidence-based thinking for strategic marketers
Most AI governance policies fail for the same reason most compliance documents fail: they're written by people who aren't doing the work, for people who don't have time to read them.
An effective AI ...
The market for AI marketing tools is genuinely overwhelming, and the evaluation process most teams follow makes it worse. New categories emerge monthly, vendor claims outpace evidence, and most featur...
The difference between a marketer who gets genuinely useful output from AI and one who gets plausible-sounding filler is almost entirely in how they prompt.
AI tools don't interpret intent. They resp...
For a decade, B2B marketing relied on a relatively predictable model: buyers search for information, find your content in organic results, click through to your site, and enter your nurture system. Th...
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...
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 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...