Blog

A $120K content budget looks the same on paper whether you automate only writing or the entire lifecycle. This post models the exact dollar difference between those two configurations over 24 months, and shows why the teams that reach full automation before month seven build a library worth multiples of what generation-only teams ever can.

Most small B2B content teams publish just enough to spend real budget but not enough to compound. This cost-per-visitor model across four publishing tiers shows exactly where AI automation flips from optional to economically necessary.