Build automated SEO dashboards, rank-tracking pipelines, and client reports using n8n, Google Sheets, and Data Studio.
GSC, SEMrush, and Ahrefs look interchangeable for a custom rank tracker and are anything but. A developer teardown of measured vs modeled positions, the code, the quotas, and the cost.
Stop losing rankings silently. A Python + n8n pipeline that pulls 16 months of GSC data, scores every URL for decay, and files refresh tickets weekly with a closed-loop verification step.
A complete teardown of the GSC Bulk Data Export to BigQuery to Looker Studio stack — with SQL views, AI Overview flagging, and an n8n daily health check.
A working Python + n8n pipeline that polls four AI surfaces every morning, scores brand mentions and citations, and pushes a daily delta report to Slack and Google Sheets. Includes the asyncio orchestrator, z-score anomaly detection SQL, and operational cost notes from three months in production.