Building an AI content engine that ranks AND gets cited
The AI content engine we actually run: a human-gated pipeline of research, drafting, and editing agents that makes work good enough to rank and get cited.
MAY 30, 2026
Putting agents to work on real marketing jobs: research, briefs, production, and QA, plus the stack we run them on.
4 essays tagged ai-agents
The honest version of marketing AI agents: what they actually are, the five jobs they reliably do today, the three they don’t, and how to deploy one.
The AI content engine we actually run: a human-gated pipeline of research, drafting, and editing agents that makes work good enough to rank and get cited.
The architecture behind a marketing AI agent that does real work: the loop, the tools, the guardrails, and the multi-agent patterns that actually scale.
The real marketing tech stack we run across an 11-brand portfolio in 2026 — every tool, what it costs, and the three layers most teams overspend on.