A real baseline
Capture the existing workflow before deployment. Keep the recording effort, channel mix and review time visible.
MEASURE WHAT MOVES
Output velocity, signal quality and engagement lift. A measurement framework for a system built around real results.
No verified benchmark results published yet| Dimension | What we measure | Comparison |
|---|---|---|
| Output velocity | Approved assets per recording and review time | Before vs after deployment |
| Signal quality | Source-backed claims, relevant responses and qualified enquiries | Matched content cohorts |
| Engagement lift | Meaningful replies, clicks and offer response by channel | Account-specific baseline |
Capture the existing workflow before deployment. Keep the recording effort, channel mix and review time visible.
Compare equivalent periods and formats. Separate paid distribution, audience changes and seasonal effects.
Publish measured results with scope, timeframe and methodology. Until then, no invented percentages or engagement guarantees.