Archive for the ‘Marketing thru Operations’ Category

Lab Store: Managing Customer Experience

Thursday, January 25th, 2007

When Ron wrote this great post on Marketing’s responsibility for managing customer experience (more on process improvement from me here), I thought I would relate this simple example from the Lab Store.

We sell some exotic pet food that is meant to be a continuity item – the customer buys it every 3 months or so.  This product offering is, of course, designed to extend the Customer LifeCycle.  The food is a “staple” meaning it is generally kept in the cage at all times to supplement the fresh foods fed to the animal.  This food is not as appealing to the anlmal as say, fresh fruit, but it’s an important part of a well rounded diet for the animal.  The feeding instructions on the web site are extensive – portion size relative to fresh food, when to feed, amount to feed, etc.

So we start analyzing the repurchase rate of this staple food that is supposed to be our “back end” and it is dismal relative to expectations.  Why?  Have the customers switched to a different, cheaper source?  Are they not feeding the diet plan we suggest?  Is this even a “marketing problem”?  Well, in the Lab Store, anything related to customer behavior is a marketing problem.

So we grab a sample of the customers who passed the re-order point Tripwire of 3 months without ordering again and ask them, Why aren’t you ordering the staple food?  And the answer is “The critters don’t like it”.  Really?  That’s a surprise; we know the animals generally eat the food.  So we ask about portion size, are they following the diet plan?  And they say, “Not really, when they didn’t eat the staple food, we thought they would be hungry and so we gave them more fresh food.  They never ate any of the staple food”.

And there you have it.  We don’t need to ask any other questions.  The animal is not going to eat the boring staple food when they are being overfed the fresh food.  This is like asking a kid if they would rather have spinach or candy; one is good for them, the other tastes better.  And the customer isn’t going to buy staple food the animal will not eat. 

The problem is, this “fresh food only” diet is unhealthy for the animal; they are not going to get critical nutrients they need from the staple food.  But, this exact feeding scenario is covered on the web site; we’re already communicating this issue to the customer.  So it’s not a marketing problem, right?

Wrong.  That is the marketing problem - the information is on the web site.  We started including a package insert with the staple food containing the very same info as on the web site, except now, of course, it was “contextual”; delivered in exactly the right place and at exactly the right time – when the customer opened the staple food package.  And magically, the repeat purchase rate on the staple food increased 32%. 

The point is, if we had been off “marketing” and not paying attention to the Potential Value of the customer by setting up the Tripwire, we’d have never found this flaw in the process.  And by fixing it, we increase the return on all the acquisition marketing we do, because the LifeCycle of the customer has been extended.

Marketing Productivity, indeed.  More Lab Store tales to come.

Root Cause: The Check Shredding Example

Sunday, December 31st, 2006

Most remote retailers have problems with processing checks, or more accurately, the lack of processing them.  People place orders using “check” or “money order” as method of payment – then simply fail to send in the payment.  This of course creates all kind of waste in the system, from order taking and customer service through inventory management, stockout and available for sale.  “Check fallout”, as we called it at HSN, was a problem that if it could be minimized, would drive cost savings in almost every silo of the company, in addition to increasing revenue.

It was my job to “fix” check fallout.  Yea, not exactly a “traditional” marketing thing, but I was game for trying it, because I knew it impacted the overall financial success of all my marketing programs.

First, of course, the analysis.  It ends up (surprise, surprise) that 90% of the check fallout was generated by 10% of check buyers.  These “sport buyers” as we called them simply were placing check orders to fulfill an interactive shopping need of some kind with no intention to ever send in the check – much the same way as people “Add to Cart” with no intention of checking out.  This behavior is non-controllable and so from a marketing perspective, there is really nothing marketing can do – but that doesn’t mean we ignore it.

It was time to call in the cross-functional Business SWAT team.

The business SWAT team heads over to customer service and IT to explore the potential benefits / downsides of creating a “threshold” program of some kind which would prevent sport buyers from placing too many check orders.  We’d simply base it on history: when a customer hit (for example) 60% of check orders falling out, we would prevent them from placing a check order.  When we’ve built the idea, it’s off to Finance with an impact model – sure, we may lose some sales, and sure, we may generate some additional customer service calls, but the savings in order taking time / inventory turns / sales opportunity costs outweigh the downside and the program is approved.  IT builds it and creates a monitoring facility / reporting tic in rep screens so we could keep track of calls generated due to the implementation.

OK, so what about the controllable fallout?  We built a regression model that did a pretty good job of predicting who might be prompted to send in the check and created a marketing package for testing. 

Essentially, a lot of these controllables switched back and forth between credit card and check payments, so the thesis was they were simply “forgetting” and the marketing package would be a “reminder”.  Make it easy to send in the check by providing an “invoice” of sorts and a pre-addressed envelope.  Since the target group were generally good customers, position the package as an “additional service for our good customers” kind of thing.  The tests went well on the ROI side (random sample versus a control group) and so we rolled it out.

Rollout did not go well on the ROI side; after costs, control was more profitable than the test group.  So we start with the 5 Why’s, and (as we often did) went directly to the customer for some answers, starting with those that had a very high predicted response but did not respond (send in the check).  The majority of these customers told us they did send in the check, and “appreciated the reminder”. 

OK, so the copy works (customer finds the “service” a good idea), but what’s up with these checks, is the customer lying about sending them?  Possible, but the consistency of the “appreciated the reminder” response doesn’t really head you in that direction.

So the business SWAT team played what became one of our most popular problem-solving games: “be the problem”.  In this case, “be the check”.  This game involves following the entire process for a check through every potential place it could go and be touched, no matter how small, no matter what silo.  Mailroom, everything.  This leads to the discovery, in a remote area of customer service, of the “check shredding group”.  These people are tasked with shredding checks from customers every day – checks these customers sent in to pay for orders. 

Talk about your 5 Why’s.  Why are the checks shredded?  Because the customer did not sign the check.

Um, can we hold it right there?  I’m not sure I need any more Why’s, but I do have “1 WTF”: Where is the business rule that says “customer did not sign check, we should shred it”?  

And a few clarifiers: Do we notify the customer that we shredded their check (of course not).  Do we post anything to customer service screens to provide a “status” on the order of “shredded check” so agents know what is going on?  (Of course not).  Who owns this rule?  (Finance).

So it’s off to Finance.  How do we get them to play?  “Um, guys and gals, we have about $500K in check payments for orders we are shredding every week and the people doing the shredding say they’re doing it because you told them too.  Could we review this little ‘ol business rule with you folks?

First, is it against the law to deposit an unsigned check? (No, not if it was sent to you to pay for an order).  So there is some other kind of risk, a financial one? (Yes, what if the customer disputes the order, they can say they didn’t sign the check, and we’d probably be out the merchandise due to “unsolicited merchandise” law.)  OK, let’s say that would even come into play, what is the financial risk relative to the potential gain? 

Given the target group are some of our best customers, and given the customer service problems (Where’s my package?  I sent you a check weeks ago!) this causes, do we have a feeling for the real financial risk versus the benefits of simply depositing the checks and shipping the merch?

This is, of course, an answer a mid-level Finance person is not going to give on the spot, so he gets it on the agenda with Finance, which then needs to go to Legal. 

But the word comes back down the line a week or so later: stop shredding the unsigned checks.

And as if by magic, all of a sudden the check fallout marketing program we designed starts pulling in a 30-Day ROMI of 58% (measured versus control group).

Lessons:

The success of Marketing programs and Marketing in general is often determined by factors outside the control of “Marketing”.  This means the highest ROI customer marketing projects are typically cross-functional in nature, because they usually represent process problems that have been ignored due to “not my job”-ism.  Any Marketer who wants to step up to the plate and get a seat at the strategic table should analyze these problems and work out solutions.

Cross-functional SWAT teams that are “pre-built” and ready for action are a tremendous asset to a company.  Usually made up of middle-level managers, these people have deep connections into their departments and know where the answers are.  Most importantly, they do no seek “to blame” but “to fix” and this is well understood in a company with a healthy analytical culture.  Managers do not fear the arrival of the business SWAT team at their office door, they welcome it.

Homework for Marketers who want to be more Productive:

Do you know the business rules surrounding payment processing at your company?  These rules can affect the success of your marketing programs.