Data-driven perspectives on SEO, marketing, and digital growth.
Technical SEO Structured Data for the AI Era: What Changed and What Stayed the Same Google still uses your schema for rich snippets. That…
Growth Strategy How to Evaluate an SEO Partner: The 12-Point Due Diligence Framework The wrong SEO partner costs more than…
AI Visibility AI Citation Audit: The 15-Point Framework for Any Brand A printable, scoreable checklist that tells you exactly where…
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Content Strategy The Pillar-Cluster Model in Practice: How to Build Topical Authority A pillar page surrounded by 15 to 25…
AI Visibility The Content Format That Gets Cited Most: Data From 300 AI Prompts We ran 300 prompts across ChatGPT,…
Analytics How to Evaluate Marketing ROI When Everything Touches Everything Attribution is broken because your channels don’t operate in isolation.…
PPC & Performance Meta Ads for B2B: Does It Work? A Data-Backed Analysis Yes, Meta works for B2B. But not…
Content Strategy The Content Scoring Rubric: How to Judge Quality Before Publishing Most content teams publish based on gut feel…
SEO The Keyword Prioritization Framework: Volume, Difficulty, and Intent Are Not Enough Most keyword prioritization models rank on three variables:…
AI Visibility The AI Crawlability Checklist: Beyond robots.txt Your robots.txt file is one line in a 47-point inspection. AI crawlers…