How to Prepare Your CRM for Data Enrichment

You've decided to enrich your CRM data. You want to fill in missing phone numbers, add company firmographics, and get verified emails for contacts that only have a name and company.

Before you submit your database to an enrichment provider, there's prep work that will dramatically improve your results. Enriching a messy database is like painting over rust. It looks better briefly but the underlying problems will surface quickly.

Step 1: Deduplicate First

This is the most important step and the one most companies skip.

If you have 3 records for John Smith at ABC Corp and you enrich all three, you now have 3 enriched duplicates. You've paid three times for the same data and made deduplication harder because each record now has more fields to reconcile during merging.

Action: Run deduplication before enrichment. Merge duplicates into golden records. Then enrich the deduplicated dataset.

Step 2: Remove Records That Shouldn't Be Enriched

Not every record in your CRM needs enrichment. Remove or exclude:

• Competitors you're tracking for intelligence (enrich separately if needed)
• Do-not-contact records that should never receive outreach
• Test records created by admins or during onboarding
• Completely stale records from years-old imports that are no longer in your target market
• Records with no identifiable information (no name, no email, no company) that can't be matched by an enrichment provider

Every record you exclude saves money and keeps your enriched dataset focused on contacts that matter.

Step 3: Standardize Key Matching Fields

Enrichment providers match your records against their database using fields like company name, email domain, and person name. If these fields are inconsistent, match rates suffer.

Before submission, standardize:

• Company names: Remove Inc., LLC, Corp. variations. Pick one format.
• Email domains: Lowercase everything. Remove trailing spaces.
• Names: Fix obvious issues (ALL CAPS, name in wrong field, initials instead of names)

Step 4: Define Which Fields You Need

Don't enrich everything. Focus on the fields that drive your revenue operations:

• For outbound sales: Email, direct dial phone, job title
• For lead scoring: Company size, industry, revenue range
• For territory assignment: Company HQ location, employee count
• For ABM: Technology stack, funding stage, growth signals

More fields cost more. Prioritize the ones your team will actually use in the next 90 days.

Step 5: Set Quality Thresholds

Before the project starts, decide what "good enough" looks like:

• Email match rate: What percentage of records need verified emails? (80%+ is typical)
• Phone match rate: What direct dial coverage do you expect? (60-70% is realistic for most markets)
• Accuracy standard: How will you spot-check results?

Setting thresholds before the project prevents disagreements about quality after delivery.

Step 6: Run a Test Batch

Don't enrich your entire database on the first try. Start with 1,000-5,000 records:

1. Submit the test batch to your enrichment provider
2. Review match rates per field
3. Spot-check 50 records for accuracy (verify titles, phone numbers, company data manually)
4. Check email deliverability on a sample (send a small campaign)
5. If quality meets your thresholds, proceed with the full dataset

Step 7: Plan the Import

Before you get the enriched data back, plan how you'll import it:

• Field mapping: Which enriched fields map to which CRM properties?
• Overwrite rules: Should enriched data overwrite existing values or only fill empty fields?
• Backup: Back up your CRM before importing. Always have a rollback point.
• Automation check: After import, test lead scoring, routing, and any automation that uses the enriched fields.

The Checklist

1. Deduplicate your database
2. Remove records that shouldn't be enriched
3. Standardize company names, emails, and contact names
4. Define which fields you need enriched
5. Set match rate and accuracy thresholds
6. Run a test batch of 1,000-5,000 records
7. Plan your import (field mapping, overwrite rules, backup)

Spending 2-3 hours on this prep work will improve your match rates, reduce your costs, and give you cleaner results when the enriched data comes back.

Frequently Asked Questions

Should I clean my CRM before enrichment?

Yes. Enriching before cleaning means appending data to duplicate records and filling fields on records that should have been deleted. Clean first, then enrich.

What fields should I prioritize for enrichment?

Email, phone, job title, company size, and industry. These fields have the highest impact on sales and marketing operations.

How many records should I enrich at once?

Start with 1,000-5,000 records to validate quality. Check match rates and accuracy before committing to a full database enrichment.