Customer segmentation – Learning from the Vedas

Devangshu Dutta

April 23, 2009

Advertising Age recently carried an article titled “The Death of Customer Segmentation”, by Michael Fassnacht.

He questions the traditional marketing hypothesis that the better we segment consumers, the better we know what is relevant and the better we can market to them.

Fassnacht argument is that:

  1. Segments are becoming more volatile [totally agree!]
  2. Consumers are never part of just one segment [fashion companies discovered that a few years ago, and began marketing to “purchase occasion segments” rather than plain-old consumer segments defined by demographic and static psychographic profiling], and
  3. Consumers are preferring to choose what information would be relevant and of interest.

This last point is of particular importance, since electronic media – especially websites that customize themselves based on analysis of the users behaviour and history – are becoming more prevalent communication platforms. In fact, for the last few years “mass customization” and “a consumer segment of one” have been fashionable phrases thrown about in marketing circles.

Fassnacht quotes Amazon, Apple and social networking sites such as Facebook and MySpace to support his well-structured argument.

However, it may be a challenge for traditional retailers and brands to apply the learnings from these brands in their physical stores.

Going further and on a lighter note  – or perhaps not 🙂 – if we are to believe the philosophy of the Vedas, the Universe has a head start on “self-segmentation” and “customization of consumer experience” technology. According to it, the world and our experience of it is “Maya,” an illusion product of our mind, and we are free to create and mold it, and experience it as long as we hold the illusion.

If that’s the case, our modern techies and marketers have a long time to go before they climb that technology curve.

The original article is available here: The Death of Consumer Segmentation?

Asians in America & the new (old) Indians

Devangshu Dutta

March 31, 2009

New American Dimensions and Asian-American advertising agency interTrend Communications has just put out a report titled “Asian Indians in the US”.

It is amusing to come across the term “Asian Indians”…only in the USA!   :-))

That aside, the executive summary has some interesting insights including:

  • Though relatively new to the U.S., first-generation Indians show many signs of advanced acculturation. However, they often go through an intense retro-acculturation later on life as they begin to realize the uniqueness of their culture. 
  • This group champions American individualism. They respect this value, as it allows them a greater freedom to succeed. Females appreciate this land of opportunity as it creates more possibilities for them to get ahead in life. 
  • Although highly acculturated and proficient in English, most express the desire to preserve their native culture through food, music, entertainment and language, and to pass it along to the next generation. 
  • Though they use a lot of media in English with American content, they still consume a considerable amount of Indian media both in-language and in-content. The younger segment (18-34 yr.) consumes the most Indian media, including television, radio and internet; while the 44-54 group reads the most Indian newspapers.

Retailers in the US might draw a leaf out of British retailers that have significantly tailored their product mix to suit specific immigrant populations. Sure, the UK has a higher proportion of Indians (and other South Asians), but there are enough areas in the US where the South Asian population is high enough to warrant more specific merchandising and marketing. 

When I think of the “Indian stores” owned by someone of Indian or South Asian origin in concentrated catchments of high-income South Asians (LA, Houston, Boston etc.), I can’t help thinking of the opportunities missed by the chain stores.

On a separate note, the study says that some respondents “felt that the Asian classification was negative, an attempt to lump Asian Indians in with the rest of Asia when they have a distinct, rich culture that should stand by itself.” 

I’m sure other communities would also take exception to such “lumping”. 

It is indeed interesting that marketers tend to use the term “Asian”, throwing together diverse cultural and linguistic backgrounds from Turkey in the West all the way East to Japan, and throwing segmentation disciplines out of the window.

(The executive summary is available here.)

Less Could Be More

Devangshu Dutta

November 13, 2008

For all those who have admired the consistency and presentability of produce in western supermarkets, here’s proof that tough times really focus us on substance and force us to look beyond skin-deep beauty.

Even in fruits and vegetables.

British supermarket Sainsbury has challenged European Union guidelines that restrict the sales of fruits by certain physical standards. Sainsbury’s is questioning EU regulations that prevent selling “ugly” fruit and vegetables. Due to EU regulations such as size of cauliflower (minimum 11 cm diameter) and the shape of carrots (requirement that there should be a single root, not multiple), Sainsbury estimates that up to one-fifth of what is produced in British farms cannot be sold in the supermarket. According to Sainsbury’s estimate, not following these regulations can help to reduce prices by up to 40%, and reduce wastage by up to 20%. The retailer is also trying to drum up customer support by running an online poll (94% responses were in favour of Sainsbury’s move, at the time this column was being written).

So less beauty could mean more veggies in the supermarket, and more money in everyone’s pocket including, hopefully, the farmer.

And this may also vindicate anyone who has complained that the beautiful veggies and fruits in western supermarkets taste inferior to their “ugly” counterparts sold on Asian hand-carts. Give us more substance and less style, any day.

Let’s look at some other substantial issues that merchants should consider.

Remember “I can’t get no satisfaction”? That’s what Mick Jagger and his mates in the Rolling Stones hit the world in the face with in 1965, allegedly in response to the rampant commercialism they had seen in the US.

After 43 years – at least judging by the modern supermarket shelves – apparently we still ain’t getting no satisfaction. In fact, the array of choice tends towards “overload”.

A typical developed country supermarket is estimated to carry over 40,000 SKU’s. Can you think of 40,000 types of items (or even 10,000) that you would need from the supermarket for your home?

So here’s the result. During my travels, if I’m in a store that is unfamiliar I could spend over an hour wheeling a trolley around before reaching the checkout. The first 5-10 minutes are focussed on figuring out the aisles based on my list. The next 10 minutes are spent picking what is actually on my list. And the rest of the time before the checkout is usually spent browsing through the thousands of SKU’s and picking stuff that we never knew we needed when the family made the shopping list.

Now, the guys who run the supermarkets are generally a smart bunch – they’ve figured that the more options you put in front of consumers, the more they buy. My cash receipts are proof of that. But, as American professor and author Barry Schwartz (“The Paradox of Choice”) says, the point where the choice becomes counter-productive is already well-past in developed markets.

With such overwhelming choice, consumers get into analysis-paralysis. And even after they finally purchase something out of the enormous range, you get shades of post-purchase dissonance. Only, in this case the dissonance, the dissatisfaction is not related to a bad product, but: “What if there I had made another choice? What if there was a better product than this? What if there was something available for less?”

During these times, it is pertinent to also put this in the context of business costs. There is surely a cost of providing that humongous choice in supermarkets. Have we considered what the saving could be, if the variety was reduced, if the product range was consolidated?

Consider the time (and therefore cost) spent on product mix and pricing decisions – surely merchandising teams have to be larger if you have a larger product mix, since each person can only handle a finite workload. Consider the cost of logistics of handling a widely diversified range. Consider the efficiencies lost in diverse production mix. So, does the consumer really need, really even want all that choice?

Retailers like the German chain Aldi raise precisely those questions. Aldi sells about 1,100 SKUs compared to the usual 40,000. And it claims that the typical shopping basket in Aldi’s UK stores is 25% less than competing supermarkets.

Indian retailers, of course, are possibly yet to reach that pain threshold of choice. There are possibly some potentially useful choices that are still missing. But even here, it is well worth taking a hard look at the product offering. With availability levels that can dip as low as 50-60%, it is probably worth asking – what if we dropped XYZ product from our range? Would it really hurt our sales or even our image; or would it help us to focus better on the products that really matter?

If we took our attention away from building such false choices, could the business become more profitable and therefore more sustainable?

The US and European markets are often the source of many a management thought and business model related to consumer products and retail, and of “best practices”.

So, in closing, I should share this question someone asked me recently: “when do you think consumer spending will bounce back in the US?” My first response was, “If only I had a crystal ball”. But the next thought in my mind was what if US consumers actually came to a decision that they had “enough”? What if their excessive consumption was no longer the role model for consumers in emerging economies? What if, instead, the frugal consumers of India and China became the global role model?

What would your business model look like then? Would your corporate be more socially responsible? And would it have a better chance of lasting longer?

For those who are interested in taking this inquiry even further, I can recommend John Naish (“Enough: Breaking Free from the World of More”, 2008), John Lane, Satish Kumar, M. K. Gandhi, Alan Durning (“How Much is Enough?”), or any number of ancient Indian, Chinese, Greek or Roman schools of thought, many of them pigeonholed into “religious” or spiritual categories.

You might also like this video of a talk by Barry Schwartz on Ted.com (below).

Do please share the results of your inquiry with us, too.

Are Your Deals Still in the Fridge?

Devangshu Dutta

October 14, 2008

If you’re like me, then at any given point of time you have a vague idea about what is in your refrigerator, but not quite. That must why we end up buying stuff that duplicates what is already in the fridge.

Here’s an example of what that translates into for me:

  • A second bottle of chilly sauce, when the first one is only half-way through
  • Three semi-consumed jars of jams and preserves, none of which look anywhere near finishing for the next couple of months
  • Three packs of juice because one came “free” with two others (and all open because the family does not coordinate its consumption of flavours!)

At other times, it is the semi-consumed half-loaf of bread that gets trashed half-way through its fossilization process. Or the new flavour of cheese spread, where the price offer may have been tastier than the spread itself.

I sure there will be at least some among you who would have similar stories. (I would be shattered if I’m told that I am the only one with these tales of inadvertent consumption!)

In the normal course, we would not call ourselves excessive consumers. For the most part, we believe we display rational shopping behaviour. We make our lists before leaving for the market and we generally know which shop or shops we want to stop in at. So, why do we end up doubling or trebling our purchases, when we aren’t actively “consuming” double or triple the amount of food?

Well, the lords of marketing spin have mapped their way into our minds. In a strategy that has been proven over centuries, we are offered things ‘free’ or at a significant discount. The very thought of getting something for free, or for less than what it is worth, is so seductive and irresistible.

(As an aside, just look at what has happened during the last few years in the real estate market and the stock market – everyone thought that they were getting a good deal because the stuff was “worth actually more” than the amount they were paying. Not!)

We believe we are being rational in buying the three packs of juice at the price of two – never mind the fact that juice wasn’t on the shopping list in the first place. The danglers and end-caps jump out and ambush us, as we walk through the aisles. The samplers entice in their small voices: “try me”.

You might say that the really traditional kiranawala is the customer’s greatest friend and also a barrier against uncontrolled consumption.

By keeping the merchandise behind the counter or in the back-room, he maintains a healthy distance between the addiction source and all us potential shopaholics. In fact, he goes beyond the call of duty, and even prevents us from stepping anywhere near the merchandise by delivering to our homes.

The enticing deals and offers that you can’t see won’t hurt you. You won’t call to get that new, exciting BOGO (buy one-get one) offer, because you don’t know that it’s there in the store.

Unless, of course, the sneaky brand with its accomplice – the advertising agency – sidesteps him, and puts out the temptation in your morning newspaper.

By now, surely, you’re wondering whose side I am on.

Well, as a consumer and a customer, I am only on one side – mine!

As someone who is intensively involved with the retail sector, I’m also on the side of the brands and the retailers.

And believe me, we are all actually sitting on the same side of the table.

The years in this decade, after the recovery from the minor blip of dot-com busts, have been like one mega party and most people have forgotten that parties seldom last forever. And the morning after the wild party can start with quite a headache.

Retailers and brands have recently acted as if there is no end to multiplier annual growth rates, and consumers have been only to happy to prove them right. Until now.

Currently, we are passing through a fairly serious global economic correction which started in 2007. But it has only really hit hard in the last couple of months, as the headlines have increasingly started talking about recessions and depressions. Naturally, there are some people who have really lost money, others may be looking at the possibility of lower income. But even those people who sustain their current incomes are “feeling poor”, just as they were “feeling wealthy” when the markets were booming.

Of course, superfluous or discretionary expenditure such as movies in multiplexes, eating out etc. are the first to get hit. But should grocery retailers rest easy – after all, people still have to eat, right?

And how about deals, and multi-buy discounts – isn’t this the scenario where “more for less” will be the strategy which will work?

Well, I don’t believe it is quite so cut-and-dried, or quite so simple. The grocery shopping lists will not only become tighter, but will also be more tightly adhered to. Anything that looks like it may be a wasteful expense will be unlikely.

Remember the deals in the fridge? What you are throwing away now starts looking like money being put into the trash.

Pardon the seemingly sexist remark, but men: your wives will not let you get away with driving your trolleys irresponsibly into aisles where you are not supposed to be!

So how should retailers and brands respond?

Well, a good starting point would be to understand what the real market is. Let us not infinitely extrapolate growth figures on a excel spreadsheet on the basis of the early-years of new businesses. Let us not extrapolate national demand numbers from the consumption patterns of select suburbs of Delhi and Mumbai.

When we have the numbers right, let’s look at the business fundamentals at those basic levels of consumption. Is there a viable business model?

Is the business full of productive resources, or are we overstaffed with “cheap Indian labour”?

Is your modern retail business or your food / FMCG brand really providing value to the Indian consumer? For instance, two very senior people from large retail companies were very vocal this last weekend in stating that the value provided by local business to the value-conscious consumer was grossly underestimated by the industry.

I believe that best filter for business plans is the filter of business sustainability. How sustainable is the business over the next few years? What is the real demand? What are the true cost structures, and can these be supported on an inflationary basis year-on-year, or will you be squeezing the vendors for more margin at every stage until the relationship goes into a death spiral?

Let’s look at macro-economics. Are you actively looking at generating and spreading wealth and income around, or is your focus only on stuffing that third pack of juice into the fridge for it to go stale? If your strategy is the latter one then, to my mind, that is neither a sustainable economic model nor a sustainable business.

There’s more about the current and developing economic scenario, “realistic retailing” and other such issues, elsewhere on the Third Eyesight website and blog, including a presentation made at the CII National Retail Summit in November 2006 (download or read as a PDF). (The article based on that presentation is here.)

I really look forward to your thoughts and would welcome a dialogue on how you believe retailers and brands should work through the next few years as we unravel the excesses of the recent past.

DIG To Find Hidden Gold

Devangshu Dutta

October 16, 2007

BOOK REVIEW: HIDDEN IN PLAIN SIGHT: Erich Joachimsthaler

In the midst of extensive or frequent civil works, fluorescent high-visibility clothing contributes to the invisibility of the individual, and can serve as a superb disguise. Similarly, in the midst of extensive research and in-depth analyses, basic insights can go unnoticed.

Erich Joachimsthaler has plenty of examples in his book Hidden in Plain Sight to drive home the point that attention to stuff that is not so obvious to competition can lead to brilliant success such as Sony’s growth through innovative products (the WalkmanT, for one) that met unexpressed consumer needs. Conversely, an inability to spot this can bring even the leaders down, illustrated once again by Sony’s loss of leadership in mobile personal entertainment to Apple’s iPod.

The challenge for companies is to uncover the hidden opportunities by looking into their business from the outside rather than the usual inside-outwards view, and by accurately defining the ecosystem of demand. For most management professionals, this will be harder than it seems.

The exercise begins with the question, “Why didn’t we think of that?” This is intended to remind the reader of how the obvious escapes attention as we sink deeper and deeper into complex analysis and in developing ever more complicated scenarios. And Joachimsthaler sets out a framework that he believes can help larger companies to innovate in a structured way.

Of course, the reader may feel differently, and quote George Bernard Shaw who divided the world into two kinds of people, the reasonable and the unreasonable, and credited innovation to the latter. Or one may agree with Henry Ford who, apparently, felt that customers did not really know what they wanted. He is reported to have quipped: “If I had asked my customers what they wanted, they would have said, ‘A faster horse'”

Yes, at the cutting edge, innovation may seem to be more about the innovator’s creative desire to do something different, and less about “meeting customer needs”. Yet, it is the unmet and, more importantly, unexpressed customer needs, that offer the greatest source of competitive advantage.

This is why innovation seems to spring more from small companies, or companies that are started up around a specific idea that is unique or new. In such a small company or a start-up, typically the founder/innovator/inventor is drawn from the same pool as the target customer. Therefore, while they may be addressing a need they feel acutely, the innovators are unconsciously plugged into their customer’s unmet/unexpressed needs. There are seldom any silos; the whole team is generally focussed on the one problem to be solved.

However, as companies grow larger, functional specialisation emerges — division of labour based on skill-set is deemed to be a more efficient way of doing things. The design folk design based on “trends”, the marketing folk market as they know best, and the manufacturing folk produce to specification and the “demand” generated.

With this speciality of skills taking over, there is a growing disconnect between their efforts to dig for insight and the gold that is “hidden in plain sight”. While data is available in abundance, real knowledge is scarce, and insight just gets buried in well-structured processes and hand-offs between functional silos.

This trend has only accelerated in the past 15-20 years with pervasive information technology that enables the mundane operational process to the most strategic. Never before have management teams been so focussed on information and analyses. As businesses grow, data warehousing and data mining are defined as the competitive cutting edge, pushed along by interested parties (including IT solution providers, but that is another book!).

However, in reality, excessive information is increasingly passed off as knowledge. An inward focus on the management team”s own objectives is often disguised as insight gained on the customer or the market. Functional specialists analyse the market, the latent needs and the gaps in their own way, and if the company is lucky to have some generalists, some of those dots get joined to form a more complete picture.

It is in reminding management of this reality that Joachimsthaler’s book provides a tremendous service. It presents a well thought out model named, curiously enough, DIG – short for Demand-First Innovation and Growth. The three elements laid out sequentially begin with a framework for defining the demand landscape, identifying the opportunity space within it, and then creating a strategic blueprint for action.

Joachimsthaler’s process to define the demand landscape requires managers to put themselves in the customer’ shoes – a process demonstrated with examples from Proctor and Gamble and Pepsi”s Frito Lay. Using the customer’s goals, actions, priorities (there’s the “GAP”), needs and frustrations, demand clusters can be developed and filled out with additional research. The strategic fit between these demand clusters and the brand can then feed into the next steps of identifying the opportunity space.

The filters, or lenses, as the author calls them, are the “eye of the customer”, the “eye of the market”; and the “eye of the industry”. At every step, assumptions and presumptions need to be challenged. Using these lenses, the sweet spot or spots and the growth platforms can be identified, and extrapolated into the strategy. On the downside, the book is clearly about a framework, which may have been best detailed in an article, rather than being stretched over a book.

The author does stress at one point that it is not about “brainstorming”, but about structured thinking. However, he seems to do this in a tone that suggests brainstorming as something vaguely distasteful due to the lack of directional structure.

While examples from the companies studied keep the text alive, yet in places one struggles to correlate the examples with the framework. Indeed, there may well be too much structure to this book, and not enough examples of how inter-disciplinary thinking and functioning can actually produce sustained innovation.

Understanding the model itself can be a fairly involved process. The best way to tackle it may be to approach it as a project, and use the DIG framework as a how-to guide for a real problem. If you are a structured, methodical, sequential kind of manager and possibly work in a large company, the book could provide tools to put that thinking to work for innovation in a team. On the other hand, if you are more of a “people person”, you may want to leave this book alone. [For more, here’s the book on Amazon.]