March 02, 2008

An Example Of The Direct Marketing Customer Continuum

This one comes up all the time. Take a look at catalog performance, over a four year period of time.

Evolution Of Segment Performance














HHs Phone Online Total Profit Change
2004 Catalog Only 10,000 $5.00 $0.20 $5.20 $0.81

Catalog + Online 3,000 $2.00 $2.00 $4.00 $0.45

Online Only 2,000 $0.05 $1.75 $1.80 ($0.21)

Total Segment 15,000 $3.74 $0.77 $4.51 $0.60










HHs Phone Online Total Profit
2005 Catalog Only 9,000 $5.00 $0.20 $5.20 $0.81

Catalog + Online 3,500 $2.00 $2.00 $4.00 $0.45

Online Only 2,500 $0.05 $1.75 $1.80 ($0.21)

Total Segment 15,000 $3.48 $0.88 $4.35 $0.56 -3.4%










HHs Phone Online Total Profit
2006 Catalog Only 8,000 $5.00 $0.20 $5.20 $0.81

Catalog + Online 4,000 $2.00 $2.00 $4.00 $0.45

Online Only 3,000 $0.05 $1.75 $1.80 ($0.21)

Total Segment 15,000 $3.21 $0.99 $4.20 $0.51 -3.5%










HHs Phone Online Total Profit
2007 Catalog Only 6,000 $5.00 $0.20 $5.20 $0.81

Catalog + Online 4,000 $2.00 $2.00 $4.00 $0.45

Online Only 5,000 $0.05 $1.75 $1.80 ($0.21)

Total Segment 15,000 $2.55 $1.20 $3.75 $0.37 -10.8%

Again, I see this one all the time. Traditional RFM performance illustrates a segment that is "dying", performing progressively worse over time.

What is actually happening is quite different. Customers are shifting their status along the Direct Marketing Customer Continuum.

Catalog-Only customers require advertising. Notice that their performance hasn't changed over time.

Catalog + Online (those vaunted Multichannel Customers) are in the middle of our continuum, using advertising and search and word of mouth to buy merchandise. Notice that their performance hasn't changed over time.

Online-Only (customers that are self-serve customers, not needing advertising, have not changed their performance over time.

So the three key segments that multichannel brands track are all performing the same, over time. Yet in total, the performance of the total segment is dropping like a rock.

What is happening is that customers are moving along the continuum. Look at the number of households in each segment, from 2004 to 2007. Customers are shifting from needing advertising to not needing advertising.

Yet, while customers shift their behavior, the multichannel brand continues to do the same thing (mail catalogs), then wonders why productivity is dropping.

Simple solution: Take your RFM segment, and split them out by recent (not lifetime) purchase behavior --- catalog-only, catalog+online, online-only. If you see this phenomenon occurring, your problem is solved. Mail fewer catalogs to the online-only and multichannel audience, and improve the profitability of your brand.

Honestly --- for most multichannel brands, it isn't more challenging than that. And for those of you who are more advanced, go ahead and do the incremental mail/holdout tests we talk about all the time, you'll see different results than you see in your matchback reporting.


March 01, 2008

Simplifying The Direct Marketing Customer Continuum

Let's simplify this message a bit.

You are a direct marketer.

Whether direct marketers understand this or not, direct marketers simultaneously manage three distinct segments of customers.

One segment requires advertising in order to purchase merchandise. This customer wants to be led, wants to be inspired. In our hearts, we believe that all of our customers fall into this category.

A second segment of customers combines advertising, paid/natural search, social media, and word of mouth. This segment of customers might reflect the average customer we market to in 2008.

A third segment of customers buy out of brand loyalty. Think of the customer who wants to buy a book, visits Amazon.com, and buys the book. No advertising, no e-mail campaigns, no marketing was required. Think of the customer who wants to buy a pair of shoes, visits Zappos, and makes the purchase. Again, no catalogs, no e-mail marketing, just an inspiration followed by a website visit.

Direct marketers want customers to feel our passion. We believe customers love our marketing. You wouldn't see catalog CEOs handing catalogs to you if this weren't the case. You wouldn't see a hundred different e-mail marketing blogs if this weren't the case.

But during the past decade, the internet caused customer behavior to change ... dramatically change.

Retailers have always dealt with this. By simply opening a store in a popular shopping center, customers showed up, and sales poured in. Retailers know that marketing plays, at best, a small role in the success or failure of retailing.

Direct marketers never had to deal with this.

Now we have no choice but to start dealing with this.

If you are a business intelligence expert, SAS programmer, web analytics expert, statistician, or a query manager, start splitting your customer base into these three groups. Use your tools and techniques to identify which segment your customers fall into.

If you are a catalog executive, online marketing executive, or e-mail marketing executive, challenge your analytical folks to define these three groups for you. And then market to each group appropriately, the way the customer wants you to speak to her, not the way you want to speak to your customer.

Customers on the left side of the slide need/enjoy advertising. So send your catalogs or e-mail campaigns to these customers. Revel in the fact that these customers love interacting with you.

Customers in the middle of the continuum are fascinating. Let go of the old rules that suggest our marketing strategies are solely responsible for their purchases. Observe these customers, research their activities, ask them why they behave the way they behave.

Customers on the right side of the slide no longer need marketing. Identify these customers, and stop mailing your catalogs and postcards. Stop offering 20% off your next order. Scale back your e-mail marketing to this audience. Bathe yourself in profit instead of bathing yourself in marketing ego.

This self-sufficient audience is hard for us to let go of. We want to attribute their voluntary orders to all of our marketing activities, thinking that without us, these loyal customers would not buy from us anymore. Let go of these customers!

How do you see these principals impacting your business, your customers? Do you have the analytical tools necessary to identify these distinct audiences?

February 28, 2008

The Direct Marketing Customer Continuum

Please click on the image to enlarge it.

I'm about to eclipse one year as a multichannel forensics proprietor. If there is one thing I've learned during the past year, it is that customers who shop website and catalog brands have fundamentally changed their behavior over the past ten years.

The concept of a "customer" fundamentally changed. Multichannel Forensics projects repeatedly illustrate a pattern of customer evolution, one that progresses from advertising as the reason for sales increases to one where the customer purchases because of faith and trust in a brand.

This process, what I call the "Direct Marketing Customer Continuum", can be hard to understand. We've been trained to analyze campaigns. We blast an e-mail to 794,000 customers, we get 1,000 orders. We achieve a $30 cost per order on a paid search campaign. We send a catalog to customers and observe a surge in website orders. My goodness, we're a multichannel brand, everything we're doing works!! We think customers love interacting with us in a multichannel manner.

Until you view this from the perspective of a customer.

See, the customer is simultaneously progressing through a relationship with a brand, and with technology, a collaborative relationship that has fundamentally changed over the past decade.

In the image at the beginning of this post, the upper-left portion of the image reflects a customer at the start of the continuum. This customer requires advertising to place an order. Catalogers and e-mail marketers love this customer! This is the customer we've always known. We controlled this customer.

But then a funny thing happens. The customer discovers that the internet can be used to help determine if she is making the right decision. At this point, catalog and e-mail marketing are augmented with search campaigns, a true multichannel nirvana.

And just when we think we've mastered multichannel marketing, the customer moves even further along the continuum. This move is frustrating for us, because the customer no longer needs our advertising. She starts researching what other customers say, in blogs or on MySpace. As she participates in these forums, her behavior shifts even further away, to Facebook, and then to 140 character mini-conversations in Twitter. She trusts the opinions of her virtual friends, choosing to buy from us because she trusts us, she trusts technology, and she trusts her virtual friends.

This is where we mess up the whole relationship. The customer buys from us for completely different reasons, but we "match back" her purchase to our marketing strategies. Our measurement abilities and ego attribute her purchase to our brilliant marketing strategies, when in reality, she purchased for completely different reasons.

So the customer moves ever closer to a place where she buys from us simply because she trusts us. She doesn't need marketing anymore. She's ready to be "hyper-profitable" to us. Yet we market to her even more, making her "less profitable" to us.

We have four different things happening, all at the same time.
  1. We execute marketing campaigns because that's what we've always done, it is the way customers have always interacted with us.
  2. Customers are no longer static, their behavior moves along a direct marketing customer continuum, making it harder for us to understand what it is that motivates the customer.
  3. Customer acquisition completely changed. We used to market to a static audience that we controlled. Now, customers jump into this continuum anywhere the customer wants to. This lowers response to marketing. We blast a catalog to a prospect who now uses Facebook to learn what others think about us --- of course the catalog is going to be thrown out! In some cases, we observe this via lower response rates. In other cases, we mistakenly match the order back to our advertising. In either case, we're wrong.
  4. You simply cannot move a customer from the upper left portion of the image to the lower right portion of the image overnight. The customer decides when she wants to move from one box to another.
More and more, catalogers and e-mail marketers tell me that certain marketing strategies "don't work", especially those in the lower two rows of the image. There's no way these strategies can work if the customer base still resides in the top row of the continuum.

Conversely, the marketer is trapped, because a large portion of the population is silently moving from the top row to the bottom two rows of the continuum. As this happens, response to marketing activities tailored to the top row of the continuum drop. This disconnect has catalog and online brand executives worried.

It is becoming obvious that future opportunities reside in identifying where our customers reside on the direct marketing continuum.
  • Traditional marketing can focus on customers in the top row of the continuum.
  • Online marketing focuses on the middle row of the continuum. All of the emerging social media opportunities focus on the bottom row of the continuum.
  • The bottom row represents the biggest opportunity, because these customers buy because they trust us, not because we market to them. We eliminate marketing waste among this audience, greatly increasing profitability.
I believe this is the direction our customers are taking us in. Our current tool set and mindset are not yet calibrated for the direct marketing customer continuum.

Your thoughts?


February 27, 2008

Secret Sauce

Eighteen months ago, I was invited to a breakfast session on customer behavior, hosted by a large management consulting organization.

I think there were maybe seven of us who bothered to attend, four of us from Nordstrom. The session hosts waited and waited for more folks to show up. We got off to a late start.

About thirty minutes into a Powerpoint presentation typical of a breakfast session hosted by management consultants, an attendee sitting next to me raised his hand.

Attendee: "Ok, what's the secret sauce?"

Speaker: "Excuse me?"

Attendee: "Just tell me what the secret sauce is. What should I do?"

Speaker: "You should segment your customers, and market to them as unique segments".

Attendee: "Thank you".

The attendee picked up his briefcase, pushed his chair back, stood up, and walked out of the room. For the next thirty minutes, the six of us who remained progressed through another dozen Powerpoint slides.

Secret sauce.

We seemingly want to know what we can add to our existing products/services to make them great. We want this information for free. We want this information now. We want the secret sauce to work across all industries. And when somebody tells us that the secret sauce is ketchup, we're offended. Surely the secret sauce can't be ketchup, any rube can use ketchup!

Maybe this person felt that ninety minutes of his time was a fair trade for free muffins and profound enlightenment at no cost to his organization.

In the past two decades, I've rarely seen an instance where something more exotic than ketchup solved problems in a dramatic way. The biggest problem I had to fix was at Nordstrom in 2001, having to do my part to turn a $30,000,000 loss into profit in short-order.

The secret sauce?
  • Have the circulation team decide who receives a clearance catalog, not the clearance merchandise manager.
  • Hire experienced people to solve a problem now.
  • Hire inexperienced people, and train them to solve tomorrow's problems.
  • Implement a hotline program to mail catalogs to customers immediately after a first purchase.
  • Replace RFM selection techniques with statistical models.
  • Eliminate remail catalogs, replacing them with new creative that was more productive.
  • Circulate customer acquisition catalogs below breakeven, paying back within 0-24 months.
  • Evaluate housefile circulation based on incremental profit, after factoring in cannibalization.
  • Mail internet customers differently than catalog customers.
  • Use matchback analytics to understand how catalogs drive business to the website and to stores.
  • Use test/control groups to measure incremental volume, offsetting the overstated results of matchback analytics.
  • Build a routine to send multiple targeted versions of an e-mail campaign to different segments of customers.
Nothing in that list represents "secret sauce". It's ketchup and sugar and spices all blended together.

If you do all of those things well, and all of your executive counterparts do comparable things in their field of expertise, you suddenly have something that appears to be a "secret sauce" to outsiders.

February 26, 2008

Looking For Work?

I've learned of a few jobs that are available in the multichannel catalog circulation world --- if you're an experienced practitioner looking for a new challenge, send me an e-mail.

February 25, 2008

Hint To L.L. Bean: Giant Whooshing Sound In Chicago

L.L. Bean to open a store in Chicago, courtesy of DMNews.

Hint: The giant whooshing sound L.L. Bean leadership and database marketing professionals could hear is the transfer of catalog and online customers from the direct channel (online, catalog) to the retail channel.

One of my five favorite projects of all time was understanding the shift in customer behavior at Eddie Bauer when new stores were opened in new markets (the forerunner to Multichannel Forensics).

As is often the case in Multichannel Forensics, direct-to-consumer channel customers make a bold move to retail. The new retail customers are unlikely to buy online or via the catalog. This pattern happened at Nordstrom, and consistently happened in the Multichannel Forensics projects I worked on in the past year. Retail is a drug ... for customers and executive leadership.

There are exceptions to every rule, of course. Ultimately, all one really cares about is driving incremental profitable revenue, even if cannibalization of the direct channel occurs. The analytical folks at L.L. Bean have a reputation for understanding cannibalization issues. This particular challenge is tailor-made for Multichannel Forensics.

Update From The F. Curtis Barry & Company Executive Forum

We just completed day two of the three day F. Curtis Barry & Company Executive Forum here in Ft. Lauderdale (a place that, if I may be so bold, is somewhat more temperate than Seattle).

CEOs, Principals and Owners from across the industry have gathered to talk about pressing issues in the multichannel marketing industry. We also have Monica Smith, President/CEO of Marketsmith and merchandising expert Jon Reagan on hand to help facilitate each session.

There's a few things worth mentioning about the forum.

First, these executives are real people. They are not the demonized leaders we read about all the time. These folks agonize about postage increases that cripple a business, they feel terrible about having to make tough decisions to keep a brand afloat. They won't cash a check for a hundred million dollars when their time is up. They care about their employees.

Second, there need to be more forums like this, forums where executives can share ideas, concepts, sales/profit performance, and get help in a safe and collaborative environment. I should have attended a few years ago when I worked at Nordstrom.

Third, we're covering topics that are important to multichannel brands.
  • The devastating impact of the postage increases of 2007.
  • What does cataloging look like in 2013?
  • Benefits of joining the ACMA.
  • Prospecting challenges, lists, co-ops, prospect catalogs & page counts.
  • Marketing to online customers.
  • Matchback analytics and allocation of orders to marketing activities.
  • Smaller catalog formats.
  • E-mail marketing and prospecting.
  • Presentation of merchandise (creative).
  • Mix of new/existing merchandise and changes in productivity.
  • Niche merchandising vs. commodity merchandising strategy.
  • Free shipping.
  • Impact of search marketing for big vs. small brands.
  • Delivery partners (UPS, FedEx, DHL).
  • Benchmarking all aspects of the profit and loss statement.
  • Getting your staff the skills necessary to manage a future multichannel business model.
  • Website hosting strategies.
  • Partnering opportunities with Amazon.
  • Google Checkout and PayPal.
  • Projected inflationary pressures in China.
We openly share our thoughts with each other on these topics, helping each other out in a collaborative yet confidential manner.

Fourth, Curt and Jeff Barry host this event (and host a good blog) in an unselfish manner. Participants share ideas in a positive environment.

This has been a great experience. Hopefully this event will continue to thrive!

Content Creation

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