Multi-touch attribution models explained for B2B marketing

B2B buying journeys are no longer linear. Buyers encounter brands through SEO, AI-generated content, paid media, LinkedIn thought leadership and direct outreach, often over months. Yet many organisations still rely on last-touch attribution. It is simple.It is also strategically misleading. What multi-touch attribution really solves Multi-touch attribution B2B models distribute credit across the buyer journey. […]

How to measure marketing ROI across SEO, paid, and AI content

Marketing ROI is not a reporting problem. It’s a structural one Most organisations don’t struggle with marketing ROI measurement because they lack dashboards. They struggle because their marketing system is fragmented. SEO operates independently.Paid media is optimised in-platform.AI content production is measured by output.CRM reporting lives elsewhere. When leadership asks, “What is marketing actually delivering?”, […]