Field notes on governed SEO.
Observed facts, not opinions. Notes on evidence-based SEO, GEO/AI-search visibility, and shipping changes you can actually defend.
Library
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Working tools now; long-form field notes are on the way.
- Free tool
Page SEO Checker
Run a deterministic 13-point audit on any URL. Same engine as the governed loop, no signup.
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- Guide
How the governed loop works
Diagnose → safe diff → approval → deploy → measure → verify. The whole product, walked through.
Guide
Changelog
What shipped, and when
Product milestones as they land — dated and concrete.
- Jul 2026
Free Page SEO Checker launched
An evidence-based, deterministic 13-point audit you can run on any URL — no signup. The same engine that powers the governed loop, opened up as a free tool.
- Jul 2026
Governance boundaries hardened
Security boundaries tightened across the operator console and the audit path — the guardrails behind the human approval gate.
- Jul 2026
AI-answer-engine visibility tracking
Visibility measurement expanded beyond Google to answer engines — Perplexity, ChatGPT, Gemini, Claude — tracking whether pages are cited, not just ranked.
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The fastest way to understand governed SEO is to see it on your own site.