Beyond ChatGPT-for-blog-posts
Most “AI marketing” guides tell you to use ChatGPT to write headlines faster. That’s table stakes. The real leverage is building AI infrastructure that runs your marketing operations autonomously: automated pipelines, intelligent agents, real-time dashboards.
The 5-system AI marketing stack
- Attribution pipeline – Server-side tracking connecting Google Ads to Mixpanel to Stripe. Revenue per keyword, per campaign, per page.
- Content production pipeline – Research to draft to SEO-optimize to publish, 80% automated with human review gates.
- Anomaly detection agent – Monitors campaign performance and alerts via Telegram when CAC drifts above threshold.
- Competitive citation monitor – Tracks your brand’s presence across ChatGPT, Perplexity, Claude, Gemini. Weekly delta reports.
- Lifecycle automation – n8n workflows for onboarding, activation, upgrade prompts, winback. Triggered by behavior, not schedules.
The actual stack
Claude Code as the operator. n8n as the automation backbone. PostgreSQL + Redis for data. Coolify managing 40+ services on a single VPS. Same stack Yaniv runs daily, same stack he installs in client businesses.
Read more about AI marketing systems.
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