AI Search Is Still Search. Seeing It Is the Hard Part.
We checked 13 popular AI search tactics against platform docs and published studies. Three hold up, three have no support, and measurement is the bigger gap.
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.
We checked 13 popular AI search tactics against platform docs and published studies. Three hold up, three have no support, and measurement is the bigger gap.
Customers move across channels faster than any team can follow by hand. Five ways AI now shapes the customer journey, and the tools worth evaluating in each.
Content is the biggest time sink on most marketing teams. Five places AI 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.
A working martech stack has four layers: automation, social, analytics, and customer support. Most companies own all four and integrate none of them.
Your martech stack is the engine under a startup's marketing. Choose well early and every later dollar works harder. Choose badly and you rebuild mid-growth.