CMO · Playbook · Intermediate · Saves 45+ hours
Marketing Database Hygiene Playbook
A playbook for maintaining clean, accurate marketing data through regular hygiene processes.
What's included
- Hygiene standards and policies
- Automated hygiene workflows
- Manual review processes
- Enrichment strategies
- Archive and deletion policies
Best used when
- Implementing data hygiene program
- Data quality issues discovered
- Pre-campaign cleanup
- Quarterly maintenance
- Post-import cleanup
The template
The Template
HYGIENE STANDARDS
Data Quality Thresholds
| Metric | Minimum Standard | Action if Below |
|---|---|---|
| Email validity | 98% | Verification campaign |
| Completeness | 95% | Enrichment |
| Duplicates | <3% | Merge campaign |
| Age (last activity) | <18 months | Re-engagement |
AUTOMATED HYGIENE WORKFLOWS
On Intake
| Trigger | Action | Automation |
|---|---|---|
| New lead created | Email syntax check | MAP workflow |
| New lead created | Duplicate check | MAP workflow |
| New lead created | Enrichment request | Integration |
| New lead created | Standardize formatting | MAP workflow |
Ongoing
| Frequency | Action | Automation |
|---|---|---|
| Daily | Hard bounce removal | MAP workflow |
| Daily | Unsubscribe processing | MAP workflow |
| Weekly | Duplicate detection | Scheduled job |
| Monthly | Data decay check | Report + review |
MANUAL REVIEW PROCESSES
Monthly Review Checklist
- Review data quality dashboard
- Check enrichment success rate
- Review bounce/unsubscribe trends
- Audit sample records
- Address flagged anomalies
ARCHIVE & DELETION
Lifecycle Policy
| Age | Activity Level | Action |
|---|---|---|
| 0-6 months | Any | Active |
| 6-12 months | Low | Re-engagement |
| 12-18 months | None | Final attempt |
| 18+ months | None | Archive |
| 24+ months | None | Consider delete |
Frequently asked questions
What is the Marketing Database Hygiene Playbook?
A playbook for maintaining clean, accurate marketing data through regular hygiene processes.
Who is the Marketing Database Hygiene Playbook for?
It is built for CMOs and their teams working on Marketing Operations. The AI coach adapts it to your company, stage, and goals.
How long does the Marketing Database Hygiene Playbook take to use?
It saves roughly 45+ hours versus building from scratch. Our AI coach can tailor the playbook to your situation in minutes, then hand you a step-by-step plan.
Is the Marketing Database Hygiene Playbook free?
Yes. You can read the full playbook and start getting coached through it for free. Sign in to save your tailored version and track your next steps.
How does the AI coach help with the Marketing Database Hygiene Playbook?
The coach teaches you the framework, asks a few questions about your business, tailors the playbook to you, and gives you measurable next steps to execute.