Technical articles
Knowledge is a treasure that follows its owner everywhere.
The Modern SEO Analytics and Reporting Framework: Measuring True Organic ROI Across GA4, GSC, and BigQuery
Master the modern SEO analytics and reporting framework. Learn how to stream Google Search Console data to BigQuery, track non-brand ROI in GA4, run statistical matched-pair split tests, and automate executive Looker Studio dashboards.
Competitive Backlink Gap Analysis: How to Reverse-Engineer Top Ranking Competitors and Steal Their Best Links
Master competitive backlink gap analysis in 2026. Learn how to systematically identify referring domains linking to your competitors but not to you, qualify high-value link prospects, build personalized outreach campaigns, and measure link building ROI with automated Python pipelines.
The Complete Google Algorithm Update Playbook: Core Updates, Helpful Content System, and Forensic Recovery
Master forensic recovery from Google algorithm updates in 2026. Discover how to isolate traffic drops from technical regressions, diagnose Helpful Content System classifiers, audit E-E-A-T site quality, and execute the 90-day recovery roadmap.
Python for SEO: The Comprehensive Automation Toolkit for Crawling, Auditing, and Data Analysis
Master Python for SEO in 2026. Discover how to automate technical web crawls with Playwright and AsyncIO, warehouse unsampled Google Search Console API datasets, calculate internal PageRank via NetworkX, and run CI/CD regression tests.