Meaning ● Marketing Attribution, in the context of Small and Medium-sized Businesses (SMBs), pinpoints which marketing efforts deserve credit for a specific customer conversion. Understanding this allows SMBs to allocate their often-limited resources more effectively. By connecting marketing activities directly to sales outcomes, attribution models provide a measurable return on investment, guiding future strategic decisions for sustainable SMB growth. Automation tools are used to gather and analyze the data required for effective attribution. Proper implementation enables SMBs to optimize their marketing spend and refine targeting strategies, driving greater efficiency and increased profitability, crucial factors in competitive markets. Analyzing customer touchpoints helps SMBs understand the customer’s buying habits, tailoring marketing messages for maximum impact. Attribution modelling moves beyond simple “last-click” approaches, providing a holistic understanding of the customer journey. This allows SMBs to identify which channels are most effective at different stages of the sales funnel.