How to build marketing AI agents that actually ship work
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.
61 essays on SEO, GEO, brand, PR, and content. Long-form. Operator voice. No fluff. Updated biweekly.
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.
Demographic, behavioral, and psychographic segmentation still work in 2026 — but the lines moved. How segmentation plays out when AI agents do some buying.
Founder-led content feeds pipeline only when built as a system. Here's the cadence, the four post types, and the attribution model that ties posts to revenue.
AI engines read your landing pages and quote them to buyers. Here's how to write copy that converts humans and gets your product cited in ChatGPT answers.
LinkedIn ads cost 5-10x Google's CPC but win when your buyer can't be reached by keyword. Here's the decision rule, targeting, and budget math for SaaS.
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.