Measuring Comment Automation ROI

Measure comment automation by conversations and attributed orders — not reply count alone.

Core metrics

• First-reply time at peak
• Comment→DM rate
• DM→order (even manual weekly)
• Escalations from bad prices

Read numbers in campaign reports.