Marketing Automation New Year's Resolution #3:
ESTABLISH DATA STANDARDIZATION
There are 4 parts to this:
Step 1: Establish a Standardized Data Set
Collectively establish and agree on a list of standard data fields. What fields do you consistently need to capture? Once you establish your master set of fields, make a Data Dictionary out of it. Convert to pick lists wherever possible – avoid open text fields, since there is no way to consistently score, report or segment on them. Spread the word that this is the Standard Data Set.
Step 2: Enforce the Standardized Data Set at every Acquisition Source
Review every data acquisition source and convert the process to the Standardized Data Set dictionary. Forms, list uploads, you name it.
Step 3: Append Incomplete Data fields
It’s hard to target a marketing campaign to specific Job Functions if the field is only 10% complete. Append those fields that are important for segmentation and/or scoring first. Then focus on filling in the remaining blanks.
Step 4: Build a “Data Washing Machine” to clean existing bad data
Normalize as many fields as possible. Start with all the open text fields you always wanted to leverage for scoring and/or segmentation but couldn’t.
Step 5: Merge and Purge
Clean up your duplicate records and build a process that requires a search for existing records prior to creating new ones.
Step 6: Keep the New Data, Discard the Old Data
Aging plays an important role in overall DB health. According to Eloqua, Lists older than 1 year have a decrease of 25% in open rates and 12% in CTR. Create active and inactive contact groups and treat appropriately.
Visit my brand new website and learn more about Data Standardization
See all 6 Marketing Automation New Year's Resolutions:
Resolution #1 - Establish Corporate Alignment
Resolution #2 - Establish One View of the Truth
Resolution #3 - Establish Data Standardization
Resolution #4 - Fill in the Content Gaps
Resolution #5 - Tighten the Plumbing
Resolution #6 - Harvest the Unknown Visitor
-Demand Generation/Marketing Automation Consultant, Astadia
-Eloqua Certified Marketing Best Practices Consultant
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