Quality metrics
Measuring outbound quality (not vanity metrics)
Outbound quality is about response intent and movement, not just sends. This guide defines actionable metrics so you can improve sequences without vanity reporting. Use it for weekly and monthly reviews.
When to use
When to use this guide
Use it when you need repeatable execution with verified context.
- You need metrics that show real pipeline movement.
- Volume-based reporting hides quality issues.
- You want to compare performance across segments.
How to run it
How to run it
Follow these steps and document each outcome.
- Define a qualified reply and document it.
- Track reply intent categories (positive, neutral, negative).
- Measure time-to-first-response for each cadence.
- Review handoff rate from SDR to AE.
- Identify the step where drop-off happens.
- Adjust copy or targeting based on the data.
Validation checklist
Validation checklist
Keep outbound quality high with fast verification.
- Qualified reply definition is shared across the team.
- Reply categories are applied consistently.
- Metrics are tied to segments and cadences.
- Time-to-response is recorded accurately.
- Handoff rate is calculated monthly.
- Actions are documented after each review.
Common mistakes
Common mistakes
Avoid these issues to keep the workflow clean.
- Reporting send volume without reply intent.
- Changing definitions mid-quarter.
- Ignoring negative reply themes.
- Reviewing data without making changes.
Related links
Related links
Confirm context before outreach and keep research grounded.