DATA QUALITY · Workflow idea

Make a practical first pass at authorized page-level engagement measures and dated content performance while leaving judgment with people.

For an authorized purpose, prepare an aggregate performance view for a communications or marketing owner. Metrics can be delayed, sampled, or influenced by audience and timing, and do not prove sentiment or business impact. Use authorized aggregate data, verify definitions and periods, avoid profiling individuals, and require a responsible person to approve public conclusions or campaign changes. Use only necessary information, explain retention, respect consent and source rights, verify material details, and keep external or consequential actions under accountable human approval.