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Marketing and automation breakdowns - with architecture and real numbers, not recycled playbooks.

July 14, 2026 · 6 min · Analytics

End-to-End Marketing Analytics Without Expensive Tools: an n8n Setup

Ad accounts + CRM + Google Sheets through n8n: see which channel actually makes money - without a subscription. Step-by-step architecture.

July 14, 2026 · 6 min · AI agents

AI Lead Qualification Agent: How It Works

A four-block architecture, the qualifier prompt, CRM routing and common implementation mistakes - from real deployments.

July 14, 2026 · 7 min · Automation

n8n for Marketing Automation: Real-World Scenarios

Four production scenarios: competitor ad monitoring, AI lead qualification, a news pipeline and automated CRM reporting. With the architecture of each.