AI Marketing Department (Collaborative Agency Swarm)
A coordinated multi-agent marketing agency combining SEO, Content, Analytics, Paid Ads, CRO, and CRM specialists driven by a centralized CMO executive agent.
The Problem
What difficult challenge is this experiment tackling?Running modern growth marketing requires hiring 6+ specialized roles (SEO specialist, copywriter, GA4 analyst, CRO tester, media buyer, CRM admin) that small enterprises cannot afford.
The Hypothesis
What do I believe autonomous AI & engineering can accomplish?A swarm of specialized LLM agents with access to GA4, Search Console, and CRM APIs can run weekly growth sprints, generate optimized content, and recommend CRO experiments.
System Architecture & Workflow
End-to-end design, data pipelines, and component interactionBenchmark & Empirical Metrics
Accuracy • Latency • Cost • Token Usage • Human InterventionGenerates a complete data-backed weekly growth sprint plan in under 8 minutes, with verifiable data citations.
Security, Privacy & Ethical Guardrails
Risk mitigation, strict boundaries, and sandbox controlsOAuth2 read-only API access to marketing platforms; automated campaigns require human approval before going live.
Lessons Learned & Observations
Empirical findings from prototyping and testingSpecialized agents require strict JSON schemas to pass structured briefs to adjacent agents.
Next Experiment Iteration
Upcoming modifications, scaling factors, or new hypothesesAdd programmatic A/B testing page generator for WordPress and Optimizely.