Data, Story, Meaning, Disprove
A four-stage chain for designing and grading AI-driven analytics and content workflows. Score any team or tool by the last stage it reaches, then close the gap the stopping point leaves behind.
Workflow Standards For AI-Driven SEO And Analytics
A workflow is the part of the work that decides whether the output can be trusted. This collection documents the standards behind mine: the stages a workflow runs, what each stage produces, who or what performs it, the gate it has to pass, and the failure mode it leaves behind when it gets skipped.
Workflow Standards
How These Standards Are Written
- Every stage names what it produces, who performs it, the gate it must pass, and the failure mode when it is skipped.
- Checks sit between the steps rather than inside the step being checked, so no component grades its own output.
- Each standard stays testable. If a workflow cannot be placed on it in about a minute, the standard is not specific enough.