Content Operations

Writing benchmarks score the writer. The AI reviewer that gates your article is mostly taken on trust. What we found when we measured our own gate.

We deleted ten unsubstantiated cadence claims from our marketing copy and shipped a CI test so they cannot return. Inside the marketing truth guard test.

Operator reads of our keywords list: 405 rows (2026-08-05) became 291 (2026-08-20). Token-signature grouped duplicates; similarity folded ahrefs with ahrefs ai.

457 keyword rows, 6 active claims. A sourced look at the qualification stage missing between content inventory and production, pulled 2026-08-17.

Learn how an anti-slop doctrine becomes enforceable through hard stops, review gates, and public evidence you can inspect.

Stop publishing random blog posts. Build a keyword-driven content calendar that compounds organic traffic with the 3-2-1 publishing cadence.