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The Collapse of the Marketing Funnel in 2026: Why AI Has Replaced Click-Based Journeys
The traditional marketing funnel is collapsing as AI reshapes how decisions are made. This article explains why click-based journeys are declining and how businesses must adapt to remain visible and influential.

Katina Ndlovu
Apr 7


Case Study: Correcting AI Misinterpretation of Business Expertise for a Service-Based Business
This case study documents how explicit scope, role clarity, and consistent authority signals improved the accuracy and repeatability of AI-generated summaries.

Katina Ndlovu
Jan 29
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