CMO · Dashboard · Intermediate · Saves 25+ hours
CRM Data Quality Scorecard
A scorecard for measuring and tracking CRM data quality across key dimensions.
What's included
- Completeness metrics
- Accuracy assessment
- Consistency checking
- Freshness tracking
- Quality trend analysis
Best used when
- Monthly data reviews
- Data governance initiatives
- Pre-campaign audits
- New data hygiene programs
- Reporting on data quality
The template
The Template
COMPLETENESS METRICS
| Field | Records | Complete | % Complete | Target |
|---|---|---|---|---|
| % | 100% | |||
| First Name | % | 100% | ||
| Last Name | % | 100% | ||
| Company | % | 100% | ||
| Title | % | 95% | ||
| Phone | % | 80% | ||
| Industry | % | 90% | ||
| Company Size | % | 85% | ||
| Country | % | 95% | ||
| Lead Source | % | 100% |
ACCURACY ASSESSMENT
| Check | Records Checked | Accurate | % Accurate | Target |
|---|---|---|---|---|
| Email validity | % | 98% | ||
| Phone format | % | 95% | ||
| Company match | % | 90% | ||
| Title standardized | % | 90% |
CONSISTENCY CHECKING
| Issue | Count | % of Database | Action |
|---|---|---|---|
| Duplicates | % | Merge | |
| Inconsistent formatting | % | Standardize | |
| Conflicting data | % | Resolve | |
| Orphaned records | % | Clean up |
FRESHNESS TRACKING
| Age | Records | % of Database | Action |
|---|---|---|---|
| <6 months | % | Active | |
| 6-12 months | % | Monitor | |
| 12-18 months | % | Re-engage | |
| 18-24 months | % | Consider archiving | |
| >24 months | % | Archive |
QUALITY TREND
| Month | Completeness | Accuracy | Consistency | Overall |
|---|---|---|---|---|
| % | % | % | % | |
| % | % | % | % | |
| % | % | % | % |
Frequently asked questions
What is the CRM Data Quality Scorecard?
A scorecard for measuring and tracking CRM data quality across key dimensions.
Who is the CRM Data Quality Scorecard 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 CRM Data Quality Scorecard take to use?
It saves roughly 25+ hours versus building from scratch. Our AI coach can tailor the dashboard to your situation in minutes, then hand you a step-by-step plan.
Is the CRM Data Quality Scorecard free?
Yes. You can read the full dashboard 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 CRM Data Quality Scorecard?
The coach teaches you the framework, asks a few questions about your business, tailors the dashboard to you, and gives you measurable next steps to execute.