AdLoop n8n Daily ad intelligence across Meta, Google, and Shopify — with human-in-the-loop write actions.
🚀 AdLoopDaily ad intelligence across Meta, Google, and Shopify — with human-in-the-loop write actions.🌟 What is AdLoop?AdLoop is a single, powerful n8n workflow that reads your last 14 days of advertising data, asks an LLM to summarize performance and flag creative fatigue, posts a Slack report, and strictly pauses underperforming ads only after a human approves.There is no separate dashboard, no app server, and no separate database required. Everything runs entirely inside the n8n workflow canvas.✨ How It Works (The Pipeline) ⏰ Daily Trigger: Schedule fires automatically at 09:00 every day. 📊 Parallel Data Pull: Fetches 14 days of data from Meta Marketing API, Google Ads API, and Shopify Admin API. 🧮 KPI Calculation: Calculates per-campaign spend, CTR, CPC, conversions, ROAS, AOV, and 7-day trends. 🎯 Fatigue Detection: Uses deterministic mathematical thresholds (e.g., Frequency > 3, CTR drop > 1%) instead of AI to flag creative fatigue. 🛡️ Spam Prevention: Skips Slack reports if total spend changed < 10% AND no new fatigue alerts exist. 🤖 AI Marketing Analyst: An LLM writes a structured executive summary with top/underperformers and recommendations. 💬 Human Approval: Posts the report via sendAndWait to a Slack channel, waiting for a human to click "Approve" or "Reject". ⏸️ Auto-Pause Actions: Captures a pre-action snapshot and calls Meta/Google APIs to pause bad ads only if approved. 📝 Audit Log: Deduplicates actions and outputs a single JSON line attaching snapshot and rate-limit data.
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