Category Archives: Newsletters

Relationship Marketing in Manufacturing

Jim answers questions from fellow Drillers
(More questions with answers here, Work Overview here, Index of concepts here)


Q: Do the principals in the Drilling Down book apply to manufacturing? I was first introduced to Relationship Marketing in an MBA course years ago. I have been looking for an opportunity to test these ideas and now find that chance in this job (I was and still am a foot soldier, but now have more responsibility in these areas).

Manufacturers typically look at the highest revenue-producing customer, then pull out the manufacturing directory and start calling every company in the same business. Not really marketing. Can CRM be used to mine the data we need to be predictive and focused on the value of customers and retention?

A: Sure, same core issues and metrics apply:

1. Retention: Identify best customers, determine order cycles, set up a report that tells you who “should have” ordered but did not based past on past history, either market to them or send this info to sales, depending on the value of the customer.

2. Recapture / Defection: Identify best customers who have stopped purchasing and find out why, take action aligned with the value of the customer. You may not get these customers back, but you will learn critically valuable information that will help you retain customers in the future – is there reason in common why these customers left you? Was there a common Salesperson? A common Product line? A common type of Machine used? A common Material? Take these findings back into Operations and find out if the issue can be corrected.

Continue reading Relationship Marketing in Manufacturing

Visitor Retention Mapping

Jim answers questions from fellow Drillers
(More questions with answers here, Work Overview here, Index of concepts here)


Q: The research folks in my company are trying to convince me that measuring sessions and Page Views per Session is more effective than using Recency and Sessions, as you advocate in your book, for a retention metric.

A: For a content site, the Page Views / Session measure can be used as a measure of visitor quality and appropriate marketing to the right audience – a customer acquisition idea – not retention. And it really needs to be broken out by Source – the average has little actionable meaning. You want to know the Visitor Sources, and then look at this metric by Source. This is still Frequency though – what about visitors who don’t come back?

Q: I am having some difficulty in making a decision regarding this. They want to give me a matrix with Page Views per Session on the Y axis and Total Sessions on the X axis as the “customer retention map”.

Continue reading Visitor Retention Mapping

Offline Engagement Modeling

Jim answers questions from fellow Drillers
(More questions with answers here, Work Overview here, Index of concepts here)


Q: In our business (airline) – particularly on the loyalty side – we’ve been using both RFM as well as lifetime and current cumulative totals. For instance in our mileage program, we look at both lifetime miles earned and used as well as current balance.

Does that seem appropriate?

A: Well, I guess the question is appropriate for what purpose, what action are you driving to?

For example, if you were to divide metrics into “strategic” and “tactical”, meaning “for management / long-term planning” and “for campaigns / taking short-term action” then you get different answers.

Continue reading Offline Engagement Modeling