Data hygiene and Merge Purge

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Presentation transcript:

Data hygiene and Merge Purge DMAW DM101 By Lori Barao, MMI Direct

What you’ll learn today Data hygiene and Merge/Purge You’ll leave with an understanding the Merge/Purge process and the tools available to control acquisition mailing costs and to increase responsiveness.

We will cover: What is Merge/Purge? List Types Data Hygiene Unduplication Processing Flow

What is Merge/Purge?

Definition Merge/purge is the process of merging multiple lists into one mail file, while removing unwanted and duplicate names.

Appeal vs. Acquisition Appeal Mailings Acquisition Mailings Audience Current donors/customers Prospective donors/customers Source Mailer’s database Rented/exchanged lists Data Elements ID, donation/purchase history… Name and address only

List Types

List Types Mail Files Rented Lists Exchange Lists Lapsed/Inactive Names

List Types Suppression files – Names and addresses to be deleted from the mailing Commonly-used suppression files: DMA Pander Deceased Prison Active donors/customers Do Not Mail Prior Mail Files

Data Hygiene

Data Hygiene Benefits of good data hygiene Reduce undeliverable mail (UAA) Comply with postal regulations Qualify for postal discounts Identify and remove duplicates Efficiently manage postage and production costs

Data Hygiene CASS Certified Software – required for automation discounts Standardizes addresses Corrects ZIPs, applies carrier route, ZIP+4, DPB DPV – Delivery Point Validation verifies the existence of the address (down to the apt/suite #) LACS – Locatable Address Conversion System 911 address conversions Changes rural-style addresses to city-style addresses Corrects street names that have changed DSF2 - Delivery sequence file – measures the deliverability of a mail piece & identifies if an address is seasonal, vacant, business, or residential.

Data Hygiene USPS Move Update Standards Applies to: All Standard mail - Letters, flats, parcels and not flat-machinables Automation-rate and presort-rate first-class mail The addresses must be updated within 95 days of the mail date using NCOALink Beginning February 2018, the USPS began using a new Move Update validation process.

Data Hygiene NCOALink FSP - 48 months -160 million changes of address LSP - 18 months - 60 million changes of address Individual, Family and Business moves Undeliverable/Nixie addresses are identified Temporary moves included

Data Hygiene PCOA – Proprietary Change of Address 14% of the US population moves every year 40% of them do not report address change to the USPS But most do tell their magazine subscriptions, catalogs, utility providers… PCOA uses these sources to extend the reach of NCOA by ~3% Not required by the USPS but can significantly improve deliverability (to the right person), response rate, and your bottom line.

UNDuplication

Unduplication Levels Who will receive a mail piece using the following levels? Level John Smith 123 Main St Mary Smith Bob Jones Individual X Household Residential

Unduplication Criteria Match Criteria Tight – Allows for few variations Medium – Allows for slight variations Loose – Allows for many variations

List Priorities Which record should be retained after duplicates are identified? Questions to consider when assigning list priorities: List Ownership List Cost/Exchange Agreements List Type (Test, Retest, Continuation…)

MultiBuyers Multibuyers are records that are found on more than one list. Therefore, they may be mailed again in subsequent mailings. Identify and code 2X, 3X, 4X… multis Decide whether house names contribute to your multis

Merge/Purge Processing Flow

Quality Control Quality control checkpoints should be performed after each step of the processing. Expect your service provider to proactively investigate all data anomalies and present their findings to you. Some potential areas of concern are: Significant variance between ordered and received quantities Unusually high number of omits Unusually high (or low) hits against another list or suppression file

Instructions and List of Lists Evaluate Specs Instruction Review Establish the job flow and procedures Understand the data origins List of Lists – the list of all lists to be included in the merge (including house, rentals, suppressions…)

List Receipt and conversion Receipt of Lists List Identification List of lists is updated with date and qty received Clients and brokers have access to LOL File Conversions Very important part of the process Evaluate incoming data structures Confirm quantities Lists should be converted w/in 24 hrs. of receipt

Cutoff Lists arriving AFTER cutoff are not included in the merge (including house and suppression files) Any lists on the LOL that have not arrived by the cutoff are cancelled

DATA Hygiene and omits Data Hygiene Omits CASS Certification NCOA DPV – Delivery Point Validation LACS – Locatable Address Conversion System PCOA – Proprietary Change of Address Deceased Processing Apartment Append/Correction Address Enhancement Omits States/SCFs APO/FPO US Territories Business Addresses

Undupe and suppress Understanding your merge/purge reports and how to use them will help you with your marketing decisions. Don’t be afraid to ask for what you need.

Modeling MP Optimization – Remove records that are unlikely to respond; replace them with records that ARE likely to respond. Ask String Optimization – You CAN customize ask strings on acquisition mailings!

Post-Merge processing Key Coding and Package Splits Seeds Formatting – U/L casing, punctuation Title code assignment Salutation build Finder number/scanlines Presorting for postal discounts

Output file processing Output files for personalization Format the mail files to be used by the printer/lettershop - Make sure all data needed for personalization are part of the output files. Other output files: NCOA Return File Deceased Return File Finder Files

Merge review Turn off the autopilot on your merge! Review: Current hygiene practices Matching logic List prioritization Suppression files Merge Optimization

Lori Barao 443-539-2695 lori@mmidirect.com Thank you! Questions? Lori Barao 443-539-2695 lori@mmidirect.com