Practical writing on martech, AI in marketing, and growth systems, from an operator who runs them. Fewer posts than before, on purpose: everything here earns its place.
Customers move across channels faster than any team can follow by hand. Five ways AI now shapes the customer journey, with the tools worth evaluating in each: prediction, personalization, real-time engagement, sentiment, and optimization.
Content is the heart of modern marketing and the biggest time sink on most teams. Five places AI genuinely compresses the work: research, ideation, drafting, visuals, and editing.
AI tools can multiply a marketing team or multiply its noise. A four-step selection process from an operator who runs these systems daily: needs, goals, evaluation, and testing before commitment.
A working martech stack has four layers: automation, social, analytics, and customer support. Most companies own all four and integrate none of them. Here is the guide.
In a startup, your martech stack is the engine under the marketing. Choose well early and every later dollar works harder. Choose badly and you rebuild at the worst possible time.