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Show Me The Data: Two Aspects of Direct Marketing Frequency  Feb 05, 2007 10:47 PM By Bill Singleton

I recently gave a talk to a business group and described recency, frequency, and monetary (RFM) models. One of the questions I got at the end was to distinguish between the frequency of RFM and the frequency of business contacts and to say which was more important. I explained that there are two equally important dimensions to direct marketing frequency. There is one definition based on data of historical transactions and another depending on the amount of communications a business creates and sends out.

Show Me the Data: Slim Down Your Customer File  Jan 02, 2007 9:32 PM By Bill Singleton

Many people gain holiday weight. Your customer file can also gain weight that can make it sluggish and less efficient. The start of a new year is a great time to trim your customer information for two significant reasons.

Show Me The Data: Keeping a Family Business Objective  Dec 04, 2006 10:31 PM By Bill Singleton

The experience I have had in meeting and working with several small- to medium-sized family run companies this year makes me question how objective they can be about their businesses.

Show Me The Data: Marketing To the Infrequent Buyer  Nov 06, 2006 10:37 PM By Bill Singleton

You know you should time your list rental and mailing frequencies to the average buying cycle of your dominant customer segment.

Show Me The Data: When Did You Last Talk To Your Customers?  Oct 02, 2006 7:46 PM By Bill Singleton

Some customer data systems have wonderful table structures listing accounts and the contacts that make them up: items, orders taken, and orders shipped. The wonderful table missing from some elaborate, enterprise resource planning systems is the one that will tell the company how many times they have contacted their customers since those customers

Show Me the Data: Ask Questions First and Deduplicate Later  Sep 05, 2006 9:04 PM By Bill Singleton

Duplicate records in a database can dilute a mailing and discourage response. But they can also provide valuable information about customer behavior. Asking several questions before deduplicating your data can let you gain knowledge that you might otherwise lose in normal processing.

Show Me The Data: If Your Database Is Right, Is Your Customer Wrong?  Aug 07, 2006 9:07 PM By Bill Singleton

Our data is carefully input, validated, audited and we have every reason to believe it is right. But if a customer disagrees with the data, should we automatically assume she is wrong?

As database professionals we need to be prepared for discrepancies and errors as well as customers changing their minds or deliberately misstating the facts. But sometimes the problem will be with our database in how we recorded or failed to record the order and its details.

Show Me the Data: Get the Payoff from Your Profiling  Jun 30, 2006 9:07 PM By Bill Singleton

What are you getting when you send introductory offers of free trials, no shipping charges, or special interest rates to your business prospects? Are you getting the highest payoff for your efforts?

Show Me The Data: The Fine Points of Business and Government Matching  Jun 03, 2006 12:02 AM By Bill Singleton

Business-to-business (b-to-b) and business-to-government (b-to-g) mailers face greater list processing challenges than consumer marketers. These challenges include: the churn of business contacts at titled positions and within companies and more address elements with which to deal. The complexity of business and government addresses can, as I will show, make the tasks of matching customer and prospect files more challenging to match and deduplicate than consumer addresses.

Show Me the Data: The Benefits of Being a Control Freak  May 01, 2006 8:43 PM By Bill Singleton

During my career in catalog circulation planning, I was frequently called a control freak. I freely admit to the

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