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Honest SEO, measured
Notes on first-party measurement, attribution, and getting found by AI answers, from the team building SEOMadman. No growth hacks, just what the data supports.
Jul 11, 2026
Stop reporting rankings. Start proving revenue.
Why first-party attribution from Search Console and GA4 beats rank-tracker vanity metrics for proving SEO impact.
Read →Jul 9, 2026Why we show correlation, never causation
Honest SEO measurement means confidence framing, not fabricated certainty. Here is why SEOMadman refuses to claim a change caused a result.
Read →Jul 8, 2026Why first-party-only data is the moat
No backlink indexes, no SERP scraping, no keyword databases. Only your Search Console and GA4. Here is why that constraint is a strength.
Read →Jul 7, 2026AEO: getting found by AI answers
Classic rankings no longer tell the whole story. Answer-engine optimization finds the questions AI search fails to answer about you.
Read →