Showing posts with label ecrm. Show all posts
Showing posts with label ecrm. Show all posts

Thursday, 20 November 2014

The marketers who get to grips with CRM today are tomorrow's superstars

Over the past dozen years I have been working in CRM. My team has delivered global strategies for major brands like Virgin, News International and McCain, and I have been teaching marketers CRM skills at the Institute of Direct & Digital Marketing and at Hult Business School, where for the past few years I have taught eCRM to Masters in Marketing students and MBAs. Lately I have been running masterclasses for Heads of Marketing at the Groucho Club (email me for info), and I have noticed something remarkable about people who have these skills: they make unusually rapid progress up the career ladder - so I thought I would pass on a few of my observations.

CRM (Customer Relationship Marketing) or eCRM (the digital version, though these days the terms are interchangeable) is founded on a deep understanding of customers. The skills required include the ability to interpret data, to extract customer insight, and to act on it. They also include the ability to plan ahead, sometimes based on an understanding of what customers do or are likely to do over the span of several years (think: buying a car or a sofa).

The run of the mill marketer tends to get caught up in day-to-day delivery of campaigns; CRM people manage to do this while understanding the over-arching context of the campaigns. More often than not, a campaign within a CRM programme will not drive instant revenue, but will increase the value of the customer to the brand over the course of several campaigns. And this requires a long view. As we all know, daily pressures (get a campaign out, check copy, chivvy along an agency, test an app) do get in the way of thinking big, so how does a savvy marketer make it work?

It all comes down to measurement and markers. CRM requires an understanding of the lifecycle a customer is on, from first consideration of a brand to loyal consumption and recommendation. Using data skills to help map this out provides several fantastic tools at once: a long view of the customer relationship; a sequence of stages in the lifecycle, from engagement to conversion to retention; and a series of timed steps along the journey.

This customer journey map is wonderful, because it allows us to think long term whilst giving us sight of the next few steps. By applying some numbers to each step - say, 1% fewer customers who stop engaging at the end of the step - when they get added up over ten steps that may be a significant increase in revenue. In other words, you can focus on the next immediate improvement, and will find after a while a significant change has been achieved. It's a really simple principle.

That same principle is why some of the people who started out in the geeky bit of marketing, CRM, are now superstars leading their organisations' growth. At each step they set a target and saw what happened. Their success was measured. They proved their value to their employers - and in return, rose rapidly. Many of today's superstar marketers have CRM skills to thank for it.

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Felix Velarde is Chairman at Underwired (underwired.com), the leading CRM consultancy, and teaches at Hult International Business School and the IDM. For information about any of these courses, including those for Heads of Marketing, email him at felix@underwired.com

Friday, 14 March 2014

We’re in the Age of CRM, so what’s next?

I recently spent the day at the Institute of Direct & Digital Marketing, teaching marketers from the NHS, entertainment, travel, financial services and education sectors about eCRM. The format of the day's course deliberately – because of the variety of industries – avoids detailed best practise, as one size clearly cannot fit all. The focus is on the framework. More particularly on three frameworks: customer journey planning; capability assessment and prioritisation; and business case development. This is well-trod ground for me, I've been teaching this course for around ten years, and I lecture on this to Hult International Business School's Masters Degree Program.

One thing that I've observed over the last few years of teaching eCRM masterclasses is that the recession which started in 2008 kicked eCRM – and CRM – way up the agenda. Provable marketing has taken over. And the clients we've worked with who started out at the geeky end of things are now the marketing directors, precisely because they have been able to demonstrate the commercial results and advantages of rigorous marketing strategies.

During this revolution, creativity seems to have taken a back seat to data, segmentation, analytics, infrastructure and million pound notes. Retention programmes must resonate with a brand's consumers and customers. They have to sing in harmony, and where possible enhance and amplify, the creative direction set out for the brand.

This creative direction, the tone of voice, look and feel and integrity of vision and values, is the context and instruction for how all communications must work. By focusing on the practical, technical, commercial and process aspects of marketing it's a shameful reality that occasionally these things get lost in the drive for results and ROI. Creative thinking provides the glue for all of marketing. Over the last few years, as CRM has blossomed, the most successful programmes have been produced by clients and agencies that have deep creative capability - not as lead, that's for the brand agency, but as interpreters. Why? Because interpreting brand values for the kinds of channel eCRM now makes use of – social media, email, mobile, direct – takes clever interpretive abilities that are execution-oriented. The great creatives take the grand work of the advertising partner and deliver it to individuals on the ground, during the customer journey, matching it to the consumer's transient need states as they travel along the relationship with the brand.

CRM is established as an equal partner to advertising, where it has effectively become the engine room of marketing thinking. It took eleven years. It's time marketers looked up and worked out what the Next Big Thing is.

I don't think it will be any surprise that it's already shaping up to be about partnering, collaborating with and accompanying customers for their entire lifetime, in every channel, in ways that are relevant and – critically – appropriate. CRM implies retention, data, direct, pushing customers along the journey we have defined for them. The new approach requires creative engagement enacted by the brand following the customer, not the other way round.

It requires multichannel or omnichannel thinking, holistic relationship building. It's called Total Customer Engagement and it's been here already for a few years. It is the next big wave. When you've got eCRM or CRM sorted (and you will need to have it nailed down before you can start) you can take a few short steps to transform it into the next big driver of your business as the economy dusts itself off.

Thursday, 2 January 2014

Navigating Big Data

Tesco famously has ‘segments of one’. Which is lovely of course - but they had to buy a data company just to make sense of the data so they could get there. Most of us don't have that luxury. But it doesn't mean we can or should ignore data, even if it looks like it might become unwieldy.

Some brands haven't yet realised that the power in a brand/customer relationship has shifted from the marketer to the marketee. Clearly however social media and the ability to share every thought, spoken or unspoken, with friends and peers and even the whole wide world means that the brand perception is out in the wild. It's been let loose. No longer is the way your brand is represented in your control. It's in the expressions of passion, ire, indifference and ephemerality of the digital ecosystem: Facebook, Pinterest, Snapchat, Twitter, Vine, even email. It's transmitted by mobile, stored on the web, and available to the world.

Your job as a marketer is to understand that this revolution has already happened. And to take advantage of it. If you can do it successfully you can catch up with the wild thing your brand has become, and even gain competitive advantage while your peers wrestle with boards who just don't get that they're no longer in control.

Scary thought?

So what do you need to do in order to flip the situation around? Well, part of the problem is the notion that we can regain control. I don't think we can. What we can do however is map how consumers behave, and indeed how their attitudes will shape how they behave in the future. By going down this route rather than trying to gather the brand in, you can extend the brand into the customer's territory, give them more control by enabling free interpretation of the brand's essence. And that takes not only courage, but data too.

Customer insight is the product of data. The three dimensions of segmentation (what we call 3D Segmentation) are:

  • Demographic - who the customer is;
  • Behavioural - what they do and have done;
  • Motivation - why they do it. 

Demography is slow moving, so we use it as a kind of snapshot to describe people. It means we can target them accurately. Behaviour is retrospective, but we can observe behaviours and trends and make extrapolations based on probability and this gives us propensity models. This means we can target them efficiently. The final dimension is about motivations, attitudes and 'need states'. Sports brand ASICS leverages this in its MyASICS loyalty programme: by understanding why a runner runs, we can talk to them in terms that resonate… the desire to be fitter, or to win, or to raise money for a cause. By talking to its customers about those things that address their motivation, ASICS creates extreme loyalty, increasing sales. Worldwide. And MyASICS is served by a website, and emails, and mobile. All of which feed back data so we can hone the programme.

These days the various digital channels are so well established that the mechanisms that allow you to track a customer in their journey in one can easily be joined with the mechanism in all the others. It means we can effectively create a joined-up process to track a customer across all digital channels as they weave about their daily lives. This ability extends even to the real world - we work with clients who have incorporated data from electronic point of sale (EPoS) systems into their customer view, so we can attribute till sales to pay per click (PPC) campaigns and journeys via every imaginable digital touch-point.

And it's not that difficult, and you don't need to buy a DunnHumby or a data team to do it. The concept of rapid prototyping has been very successfully applied to creating online customer labs and pilot programmes. For instance, brands like Bupa have used it incredibly effectively to build online communities at very low cost before making decisions about major investment (my agency, Underwired, created Bupa's Carewell using this rapid prototyping approach – saving the client around £150,000).

Forget the Single Customer View and its squillions in Capital Expenditure; rope together several separate systems based only on those components you actually require to do the job of proving return on investment (ROI) and use it to monitor customer behaviour in response to the insights you generate from simple data analysis. In my experience six or seven segments gets the job done - segments of one are for when you're already at the outer extremes of wringing profit from data and not when you're mid-shift towards putting your customers at the centre of the brand universe.

Monday, 18 November 2013

Do One Thing Well

Marketing is a collection of lots of activities, all working or acting together, sometimes in concert, to fulfil several roles. These include brand awareness, prospecting, engagement, conversion, retention, generating advocacy and so on. Often we want all our marketing to do all of these things. But the reality is, great communication is about being single-minded.

This singularity of purpose is obvious when it comes to a TV advert because you've only got thirty seconds to make a point. For instance,doing an advert which first makes the consumer think "ooh, cute puppy", then offers a discount, then states how many sheets there are on a toilet roll and then finally a message to visit the website to sign-up for points, alongside the obligatory Facebook, Twitter and Snapchat logos, would of course be ridiculous. It’s the same with a magazine display advert. For each one it either needs to be about the brand or a single call to action. Simple.

So, why do we not treat email like this too?

There are two dimensions to this way of thinking. The first is really, really simple: the more stuff you ask the email recipient to read, evaluate and discern their choice of call-to-action response, the less they will be able to respond. This is because there is more choice, more confusion, and more time is required.

Inevitably, in these instances, people will either choose the middle option (basic Goldilocks psychology) – which tells you nothing about their real values or propensities – or they will defer the decision altogether (which in sales terms is a 'no'). So you should make the choice simple: do, or don't do. Or: pick this one or that one (that's the assumptive version).

Email marketing should therefore be short, to the point and present only one or two choices. This will maximise impact and increase response rate. You will also be seen to be efficient, clean, straightforward and direct; the simple choice compared to your competitors. Think of the emails you get from Apple (if you're a customer), which are single-minded and clear to the point of asceticism; which is ironic really given how much an iPad costs.

I mentioned a second dimension. We’ve already talked about how any given email needs to have a single purpose and therefore simple, easy to parse content. However, now we need to consider the role of an email in a long-term email-driven relationship. This adds ‘time’ into the mix.

This is where we dive into the principles of customer engagement strategy or ‘CRM’, where each email is designed to move the relationship on from where it is, using knowledge gathered from where it was, to where you want it to go next. In other words, we know that to build a logical customer relationship takes a series of incremental steps, and CRM-oriented email campaigns can do this really efficiently. But, because each of these steps is discrete and purposeful, it is imperative that each step is delivered as effectively as possible.  Each message must be single-minded in its purpose of preparing the customer for the next contact. For instance, the sole purpose of one email may be to make the customer think you're nice. This might be by saying, "thank you" after a purchase. This is a good tactic, because if the customer thinks you're nice, they're more likely to read your next email.

So, single-mindedness must be an attribute and quality of every email you send. Each email can do many things and have many messages in it, but none will be effective. By doing one thing well, you will get the best response to an email, and ultimately the best possible result for your email marketing campaign.

Monday, 21 October 2013

Is Social Media more so a function of e-Marketing or CRM?

(Reposted from the awesome Quora)

Depends on the goal, and who is spending the money.

CRM is (should be) about understanding where the customer is on their journey through life, with some appreciation of the trajectory they are on (in terms of behaviour, demography and attitudes, possibly defined momentarily by where they came from and how they are currently influenced); in turn this allows marketers to decide what to say next to influence their behaviours and attitudes to develop additional value.

With that approach, social media is or could be (ideally you should test several channels to see which one delivers the behaviour change most effectively) one possible channel to deliver that 'next message' in the intertwined customer journey and brand journey.

Looking at it like that it becomes straightforward to set KPIs and measure results. This in turn makes briefing experts and suppliers very easy – they no longer have to be particularly creative, nor do they have to compete for budgets against other channels, because their role is tightly defined and they have to recognise they are just one of many touchpoint executors with (sets of) defined goals.

The other way of doing it is to try and box some stuff into 'e-marketing'. If you're not yet at the stage of evolution as a business or as a marketer that you are able to think in strategic terms then social becomes tactical and is all about the creativity of the idea in creating competitive advantage for the supplier in increasing its share of the budget of the various other e-marketing activities.

I really hope the first approach is the one your firm is aiming for ;)

Tuesday, 17 September 2013

Total Customer Engagement

Social media seems to have changed the way we look at things as marketers. I’m not saying social media is the centre of anything - certainly it shouldn’t be seen to be important as a channel in its own right, but it has shown brands that the consumer has a powerful say. The voice of the customer has been given weight, and in fact the advent of social media has brought into sharp relief the fact that what the customer says can propagate rapidly, sometimes changing the course of brand perception.

The customer could even be said to have power over a brand’s destiny that is out of the marketer’s hands. The notion that brands may have to react to the preponderance of opinion, gathered in the social sphere in plain public view (as opposed to hidden in one to one correspondence or at the dinner table or in the checkout queue), is novel and for some quite startling.

Digital has delivered a real shift in power, and we as marketers are having to react to - and not drive - this. Marketing is no longer about telling, it’s about listening. As, of course, it should be.

Listening is enabled by digital channels and these are of course not constrained to the social channels like Facebook, Twitter and the others. Listening is facilitated at every touch point, from B2B’s cornerstone of reverse IP lookups to Google’s AdWords, from the landing page to the shopping basket, through eCRM and the email or mobile-driven comms we use to engender loyalty and ultimately advocacy (back to social). Digital has empowered us by giving us the ability to understand how customers behave throughout their digital life, and map that to touch points and moments of truth as they apply to the intersection between their lives and our brand stories.

But marketing is much more than just digital. Consumers’ lives are not wholly lived online. Some of the critical touch points happen out there in real life, in store, at venues, walking down the street. So it is imperative that as marketers we understand that we need to meet our customers, create those intersections, wherever and whenever they are most appropriate.

This idea of Total Customer Engagement requires joined-up thinking. It requires an understanding not only that customers have behaviour, but that they have behaviour that shifts over time and according to venue, digital or not. And this plays back to the central power shift. As marketers we must recognise that the customer journey is not a journey we put our customers into (though of course this thinking does stem from the more perceptive eCRM agencies), it is a journey we need to identify - that the customers are on in their own right. Our job is to understand their needs states, their attitudes and their paths, so we can meet them. Our role as planners is to map them, and to target our comms cleverly, both in terms of venue or channel and the appropriateness of message type given their mind state at the moment we engage.

The power has shifted from the brand to the customer, therefore we can no longer broadcast and hope. We have to be precise and this requires two things: the ability to gather and interpret data (whether digital or not), and the ability to serve a coherent brand story in whichever channel is most able to serve the purpose of a relevant interaction. In turn, this requires us to be able to manage multiple marketing disciplines - and that may indicate where the real shift in thinking lies.

As marketers we can no longer afford to think in terms of social, or digital or traditional marketing. We have got to think about customer marketing. We need agencies and suppliers who are happy to work together, not as specialists with specialist strategic offerings, but as coherent deliverers of a unified customer journey, one which matches the customer’s pace and place.

Total Customer Engagement is a new way of thinking about marketing - one that Forrester identifies in terms of marketing as mediation rather than execution. It’s the way of the customer. And it’s the way of the future.

Thursday, 4 July 2013

Big Data: Why more data is better for brand loyalty and customer experience

We've recently started talking to a brand which has around 700,000 customers in its database. They have collected lots of behavioural data, by which I mean transactional data - recency, frequency and value (or RFM) - and response data. This response data is all about what happens when the customer is sent a piece of communication, in this case an email. What they do, when they do it, where it leads. Say the database contains 30 fields. That's 21 *million* pieces of information, all tied together to create a big fuzzy room we can in effect walk around, try to make sense of, and manipulate to achieve commercial goals. 21,000,000.

Everyone talks about Big Data as if it were some kind of technological nirvana. The reality is you can gather data from a whole lot of sources and stick it all together more or less by hand, if you need to. In practise, Big Data is shorthand for the notion that if only you could mine, interpret and extrapolate all the data you could get you'd have some kind of joined up living solution to customer engagement, almost a mindmeld between your brand and a collective representation of your customer base in its entirety. Nice.

The reality is that data is an enabler, something you can make use of - not something that should make your decisions for you.

So how does this pragmatic approach work? There are a number of critical steps to take you  from having on the one hand a commercial goal and on the other some customer data. First, make sense of the data. Customer insights start with understanding what kind of data you have. In our CRM terms this information breaks down into three broad groups:

Demographic - who the customer is
- Gender, age, life stage
- Location
- Income
- Status
- Family make-up
- Education etc.

Behavioural - what they do
- What they have bought
- When
- In response to what
- How much do they spend
- How long is their 'customer lifetime'
- What channels do they use
- When do they respond most

You can see already that by combining some of this information you can infer quite a lot about the way you might want to talk to some of your customers. It is obvious that you can start to create segmentation based on demographic and behavioural data. However, this approach to segmentation may help you to be efficient (behavioural) and accurate (demographic) in who you talk to, but it often does not tell you what to talk to them about.

Taking the classic example of customers of a prize-based fantasy football league, segmenting by these two dimensions might lead you an easy segmentation based on whether the customer buys one or twenty teams (behavioural) and jump to conclusions about their financial status (demographic).

3D segmentation adds a new aspect, motivation, to the mix. If you can divine what motivates your customers then you can speak to them using motivation-based segmentation and that may actually provide the cut through that's required in a highly competitive environment.

Motivation - why they do it
- Need state
- Environmental factors

This dimension can change based on changes in the other two dimensions; for example changes in family make-up or life stage may radically alter someone's drivers for engaging with your brand.

In the case of the fantasy football league, by looking not at behaviour or demographics (which didn't appear to correlate) but by motivation, through the simple expedient of a brainstorm with everyone we could find near the meeting room we reached an insight we could test - first by checking the correlation with the behavioural data, second by sending a brief questionnaire to a standard sample. The insight was that customers bought principally because they were either motivated by passion for the game (bought a single team) or by the desire to win the prize pot (bought twenty teams).

By using this simple insight we created two segments serving two types of (relevant) content. These were then split into time-based sets based on where the customer was in the product lifecycle (new joiners, mid-season etc.) so we had six or seven simple segments.

Revenue went up 93% in 90 days. The client was The Sun.

The job of data is not to confuse or confound. The job of data is to allow you to extract simple insights that allow you to run singleminded campaigns that tap into your customers' motivations so that they want to engage with you. As we start to think beyond the age of CRM and focus on rapid growth, it is imperative that Big Data doesn't become an encumbrance. Data should be there to provide insight so you can get on with the engagement - because how you engage with your customers is the only thing that will drive your success.

Wednesday, 24 April 2013

The digital conundrum


Today’s question: we’ve arrived in the digital age, everyone’s online, Blue Nile’s cleaning up on diamonds, and the whole world seems to have gone social media mad – so, should we jump on the bandwagon too? For the small family jeweller, or even the large high street family jewellery chain, it’s a question that has taxed business owners and marketers with increasing frequency over the past few years. Indeed, now that the smart phone accounts for nearly as much online traffic as PCs, and the website is almost every retail chain’s largest single store, it’s a question that has gone from one that might have been shelved until now to one that may well be business-critical imminently.

So what are the basic decisions that need to be made, how do we decide what to do, and how should we prioritise? The first is simple: the decision is based on a simple set of questions, all around threat/opportunity. Can we compete without going online? Can we gain any benefits from going online? And to answer this, the process is relatively straightforward. You need to ask yourself how you relate to your customers.

For example, are the majority of your customers one-off purchasers? If so, are they really? In other words, do they buy on several one-off occasions (wedding, birthday, Christening, Bar Mitzvah, anniversary)? And if so again, is there something you can do to keep a relationship going? Of course, retailers already do a lot of good things, from a great in-store experience, knowledgeable and engaging staff, appropriate (via self-selecting customers) range of products ... but how do you follow this up and keep in touch? Digital channels may provide one answer of course, as email – today’s postcard – costs pennies to generate and send, even in relative bulk.

If you have a few hundred customers it’s fine to do this by hand, because you can do this instantly and more or less from memory, but again digital’s power here is the ability to divide customers up into groups (husbands, over-50s, partner’s birthday in October, anniversary in May) and automatically send the right message to the right person at the right time. Simple segmentation like this can mean compelling messages, as opposed to the one-size-fits-all approach most retailers seem to take. In fact, an approach like this uses the power of digital to re-create the personal service-based relationships of old.

For this kind of approach of course you need data. The big retailers have this down pat and collect data at point of sale (age, marital status, reason for visit, products looked at and bought, birthday etc.) and add it to a centralised database (which could be as simple as an Excel spreadsheet or as big as a Single Customer View database integrated with your EPoS system). You can augment this data at the till, or by leveraging your website. To do this you might consider asking customers to visit the site and they’ll get some value exchange, perhaps free engraving next time they buy, or a free trinket (first of a collectable) for their daughter, or the chance to win something. This kind of simple value exchange gives you an opportunity to learn both about the individual and about your customers in general. This in turn gives you data from which you can start to make decisions and of course, the data with which you can create targeted, timely and relevant campaigns to drive sales and support your ongoing (if infrequently manifested) relationship.

One benefit of a relationship supported and bridged online is that you can use it to ask questions about your strategy. For instance, if you’re trying to work out if your customers might buy if you built an e-commerce site, ask them. You may be surprised, they may tell you things you never knew (“we browse in your shop because it’s friendly but we buy from your competitors online because it gets delivered to the recipient gift wrapped.” or even “My family used to come to the shop but we moved away and only get there once a year, we might buy more often if we could do it from home!”), but of course you do have to ask in the right way. Most people like to be asked their opinion though, as the implication that you value their opinion confers a sense of belonging and ownership. Your website is the perfect venue for this, especially as a simple survey can be extremely cheap to produce and promote.

The benefits may not immediately justify spending thousands (or even hundreds of thousands) on a serious e-commerce strategy. But, by creating relationships with your customers, by using cheap and easy channels like email to help bridge the long gaps between visits to your shops, you can easily develop loyalty and brand fealty, at a very low cost.

By the time you have hundreds of thousands of customers, and you start changing the purchase patterns – say frequency, or order value – of swathes of them by a few percent, you could be talking millions in incremental revenue. Even for the independent family jewellers, the difference between a declining, ageing customer base visiting spontaneously and a loyal, engaged customer base who increasingly use the internet to keep in touch, make decisions and use the web to book appointments to view and choose wedding rings, may even be the difference between fading away and reinvigorated growth.

Friday, 8 March 2013

Underwired caps incredible month with RAR finalist place


Underwired, the leading eCRM and Customer Engagement agency, has been shortlisted in the Recommended Agency Register (RAR) Awards.

The awards recognise the agencies that have been highly-rated by their clients and to date, over 14,000 customers have rated the agencies they work with. The awards are a reflection on an agency’s ratings across a number of areas including Creativity, Effectiveness, Value for Money, On Time/On Budget and Client Service.

This news comes on the heels of an incredible year for Underwired, which now counts Marks & Spencer, Mitchells & Butlers, Travelodge, British Land, ASICS worldwide, East Coast Railways and the Financial Times among its clients. Less than a year ago the management team led by Jason Holland and Felix Velarde took the agency independent, and in the past month Underwired has won over £1m of contracts.

Jason Holland, Underwired’s co-founder and creative director, said “This reflects Underwired’s culture of partnership and collaboration, and in particular the rapport the client services team has built with our clients. We do business-critical, highly strategic work, and that demands genuine trust. That’s built on a foundation of value for money and doing stuff right and on time – but it’s also partly a reflection of the passion we have for the work we do with our clients.”

Tuesday, 19 February 2013

The advent of Customer Engagement Marketing


We went through a recession, and while we weren’t looking, the world of marketing changed. We discovered as an industry that making certain that marketing governance is based on sound principles is critical in a recession. Digital marketing, with its granular tracking and ability to follow a customer from first contact, means you can observe his or her behaviour while they consider their first purchase and beyond. When digital marketing is joined up correctly, you should be able to establish precisely how much value you generate for every pound that you spend. And this accountability, during the recession, meant a degree of comfort that marketing actually was working. In other words, we gave credence to – and then priority to – marketing which has built into it a chain of custody.

The traditional view of brand marketing was centred around the way the business wanted to engage customers. To some extent, in the early days of internet-based marketing, this notion of brands built around customers’ needs was lost, at least temporarily. It became ‘build it and they will come’ – a conceit founded on the novelty of the medium: indeed, when I set up my first digital agency there were around 250 servers on the World Wide Web. Attendance and engagement could be reliably assumed.

The idea of a brand built around what the customer wants has of course changed as a result of the mediation of the internet. The customer is still at the centre of the business’s universe, but this position has evolved. Marketing, once predicated on understanding demographics, motivation and behaviour, can now be said to pivot about which channel the consumer is (or may be) consuming at that precise given point in the customer lifecycle when they are considering a step in their dialogue with the brand.

In simple terms, where once we considered marketing to be about mapping the progression from one medium to the next (TV followed press and PR, followed by Direct Marketing) this new age means we map the customer as she travels from mobile to Facebook, email to website and via SMS to shop.

In turn, this must be mapped against the decision-making cycle: first contact to second, peer review then press review, comparison sites, reminder banner, examination of features, emailed offer then shopping basket. We end up with a two-track series of events, joined at critical touchpoints which define the medium in which we pass on a specific, perfectly-timed message.

This form of marketing planning is necessarily going to be slightly different from segment to segment (a young mum’s media consumption is going to be radically different to that of a Baby Boomer), and from product to product. But the framework is sound, and applies as much to a high-value B2B proposition as to an FMCG brand – in fact we’ve used it for products as diverse as McCain oven chips, ASICS sportswear, Travelodge and the FT. What it delivers is a rational, measurable chain of custody from first contact to value. From this continuous sequence comes your brief for the messaging at each touchpoint, a detailed resource requirements list, indeed a foundation for micro and macro KPIs.

This new post-recession type of marketing is called Customer Engagement Marketing. It takes the power of the brand, dethroned by a combination of recession and digital renaissance, and refocuses it on the customer. In essence, it recognises that the customer is now the centre of everything, and that our job as businesses is not just to design our products around them but to design our marketing around them too.

Tuesday, 29 January 2013

Evidence-based marketing: myth or reality?

Apparently a Facebook ‘Like’ is worth £7. Isn’t that brilliant? If you have a hundred thousand followers that makes your social media strategy absolutely rocking news. The question is, says Felix Velarde of digital CRM agency Underwired, how many of you really believe it?

We ran a campaign for an FMCG client a while ago, in which we emailed a segment in the customer database using very specific messaging – it was relevant, timely and well-designed. The click-through rate (CTR) of 88% was staggering in anyone’s book. I’d like to say every campaign we run gets that kind of result, but occasionally we crash and burn too. Anyway, wow, what a great result. But what does it mean?

The digital marketing industry seems to be founded on metrics and key performance indicators (KPIs) of variable – if not downright dubious – quality. If you judge any of the industry awards you will know that half the entries benchmark against industry standards which in a lot of cases appear to have been made up on the spot: “Campaign X achieved a CTR of 12.3%, beating the industry standard 8% and therefore deserving of a Gold.”

This is where I have the first of my issues: even if there *is* an industry standard click-through rate, does it really apply to your campaign? Our campaign got an 88% CTR because it was highly targeted to a known audience expecting the email with a fantastic proposition. If it had achieved 12.3% or even 24.6% it would have been a failure. The truth is that no matter what the CTR is, one thing it is not is evidence of anything that isn’t either subjective (“I say, that’s awfully good isn’t it?”) or comparative (“Blimey, did much better than last time!”).

The second of my issues is that all these benchmarks aren’t evidence of sales. And hard revenue really is the only figure that ever matters (and before you ask about brand consideration or sentiment, these are both abstractions of sales – higher brand consideration may imply higher resulting sales, though you’d have to test it to find out if it’s really useful). So what is the *evidence* behind the assertion of success? How do you track from the planning phase through the campaign, to the reality of the effect on sales?

Well, it’s pretty easy in e-commerce. Straight-through processing (which is what the financial industry calls tracking the customer from first contact to order) in digital is quite simple these days. Ad tracking (display, affiliate, PPC and natural SEO) is relatively easily linked to website analytics, thence to email service providers (ESP), back to websites and even passing through couponing and promotion systems. It’s been done plenty of times by the big brands, and even small brands can buy integrated services. So if you’re an online retailer it’s pretty straightforward.

If you’re an FMCG brand you can still do it, although you may need to be a little more sophisticated about it. For example, this might mean matching your customer segments to commercially available purchase data and running regular surveys to track buying patterns in your base and cross-checking them against buying behaviour. If you’re a retailer you can find mechanisms to collect customer data and purchase behaviour at Point of Sale and match this data back to the single customer view.

The trick here is to get real data about whether your campaign actually worked, as opposed to seeing floating KPIs that may or may not indicate the same thing – but which provide no scientific basis for decision-making. How many times have you seen “successful” campaigns stopped? There’s a simple reason: there was no evidence to show they generated a profit. If there had been and they had produced £26 for every £1 spent, nobody in their right mind would stop them. Evidence is critical. Myth or reality? Evidence-based marketing is the only thing you should be *allowed* to do!

Tuesday, 11 December 2012

Innovative marketing thinking shows results


FMCG marketing is hard isn’t it? As brands you don’t even aim your marketing to the people who buy your products from you – you’re doing the work you might argue you want the retailer to do. In addition, you’re also competing with retailers’ aspirations to become brand owners themselves, with Tesco recently launching its own non-Tesco branded ice cream and pet food.

The indirect path to sales means that traditionally it has been difficult to gauge the success of marketing activity. Because you spend three hundred thousand on a television commercial and your sales are three million, it would be useful to think your ROI was ten to one. But there are so many other factors (and costs) - PoS, real estate, press, sales promotion and so on. Attribution is nigh-on impossible.

In the age of digital, it has been frustrating that Brand Consideration, the old advertising-oriented KPI, has remained the principal yardstick for marketers. Why so disappointing?

Digital provides the ability to track everything in a communication journey - or to be more accurate, it provides the means to track every movement a consumer makes online. So we can see when they clicked on a listing in Google, visited the brand website, opted in to emails, opened, clicked and selected a voucher, redeemed it... it’s what in the finance industry is called “straight-through processing”. It means you can keep custody of a customer all the way through their journey along your online marketing process. In marketing terms this is pure eCRM.

Now, if you’re a retailer the end of this journey is a sale. You can then say with utter confidence “I put in £1, and £26 came out. People with kids are highly responsive, 19 year-olds are a waste of marketing money, so let’s stop spending money acquiring them.” But if you’re an FMCG brand and the grocer is your customer and consumers theirs, to get attribution you need to exercise a bit of creative thinking.

First you need a benchmark. You need a database of your consumers, you don’t need many, ten thousand is plenty. And you need to have some real general population sales data, segmented into meaningful customer groups. You can buy this from Nectar or Dunnhumby. You then need to segment your own customer data exactly the same way so it’s comparable. On day one you look at purchase behaviour in your base versus that in the same segment in the general population. Run your eCRM marketing campaign. Then ask the same people about their behaviour. If the behaviour in your base has changed and that of the population hasn’t, then you have effectively isolated the results of your marketing activity - you actually know what effect you have made on sales.

We’ve successfully done this for a number of major brands. If you could increase footfall by 11% or purchase frequency by 3% imagine how much extra revenue you would be generating. FMCG marketing may be indirect, but with a little creative thinking it sure can be lucrative.

Monday, 30 April 2012

Nudge Factor


Yet another unrepeatable offer! Bang, Flash!! 25% off today only!!! Ugh. We recently lost a pitch. Not a huge one, but the client was nice, the brand was fascinating and the task was really quite challenging. The client didn't go for us. Or rather they liked us and loved our work but were sold by another agency who offered them a whopping great discount on an email marketing campaign based on some hard-hitting promotions. Which sort of goes to show that on occasion, when you've got one chance at a sale, making the Big Offer is often the best course of action.

Being bitter of course rarely gets you where you want to go. It does make for a very excellent basis for an article which is all about what not to do if you have a marketing, rather than a selling, job to do. And you're reading this because you're in marketing, after all. You may even run email marketing campaigns. I am sincerely hoping you may actually run eCRM programmes, or even better, want to transform email marketing into eCRM and then evolve that into multichannel eCRM. Which is about more than just a series of offers - it's about building relationships around value exchanges that are mutual, and which actually lead somewhere.

Let's start at the beginning for a minute, if you'll indulge me. ECRM is about the journey you take your customers on. Segmentation allows you to create a meaningful, relevant journey for each distinct customer type. In my own business we focus on what we call 3D segmentation - who, what and why, with the "effectiveness" dimension having been beautifully articulated as far back as 1972 when 'need states' were beginning to be discussed seriously as a component of marketing. (If your agency produces personas, they're probably at about 1983, a terrible year for music.) This customer journey takes the form of a series of incremental steps from the first moment they self-identify to the moment they stop ever being a customer, prospect or advocate. Put yourself now in the customer's shoes on this journey. How many times in a row will you want, or tolerate, a 25% off offer? And how many times will you see one before you start to think that's the normal price?

Imagine you're a brand like Domestos (forgive me Unilever, I plucked it out of thin air). You can hit your potential customers with offers all day every day, and quite a lot of them will work - or at least when Joe has already decided they need a bottle of cleaner an offer might either sway them from own-brand, or reduce the margin from someone who would otherwise pay full price. But Domestos is a premium brand. Discounting is not the way to become successful. Discounting is the way that economies rebalance themselves, it's not the way companies make money because it's much more about fundamental survival. Domestos must look to other ways to engage with customers. ECRM with its customer journey and relevance and, ideally, with an understanding of what makes the customer tick, provides this opportunity.

Because really an offer on its own does not make Domestos interesting or engaging, it just makes it cheaper.

We create customer journeys on the basis of the nudge. The nudge says to a customer, because we understand something of the considerations in your life, here's something of a little value, in exchange for a few moments of your attention. If we can do this with some charm, a modicum of relevance and a dash of intelligence, we might get to engage their attention... and if we can get it really right, this may snowball into increased consideration, purchase frequency and even - gasp! - loyalty.

Imagine you're, say, a cleaning brand(!). How about singling out mums with young children. With permission to contact mum, perhaps obtained (and here I may sound a little hypocritical) through some kind of one-off promotion, we could use this demographic insight to plot some engagement. In Keystages 1 and 2 (and later) kids start to learn about hygiene. Perhaps over the course of three months we could send mum on a journey where our value exchange is all about providing her with a heads up about what her kids will be learning, followed by some materials so she can support the learning they do at school when they get home, with some fun activities (preferably not ones which increase her workload, and especially ones which involve creating a mess the kids might run away from!). Follow-the-curriculum, colouring-in activities, downloadables, uploadables, word games - I'm sure you can think of a whole string of things you can give mum which will help her help her kids keep healthy. Not to mention having a cleaner house as a bonus...

It's a series of nudges along a journey to brand loyalty. And you don't really ever need to do any selling. You don't need to say 'Domestos keeps your house safe' out loud, it's implicit in the exchanges of value and values you've transacted with your customer along the way. At some point, one of the little nudges may even involve a voucher or a promotion, just to cement the relationship. You may give them a social space they can meet other mums in too, so long as you listen to their advice to you and you respond in a manner consistent with your brand's values.

ECRM is, or at least never ever should be, about banging on about buy buy buy (I was going to say "Harpic on" but that would have been a bad pun too far). It's about nudging, gently, so your customer wants to go on your journey with you. Because if you can take customers on your journey, while the discount merchants may sacrifice margin for survival, you'll have loyalty delivering straight to the bottom line.

Friday, 17 February 2012

Identifying and prioritising quick wins in email marketing and eCRM


In a recession the pressure on marketers can be intense - more bang is needed for less buck, and every penny has to be justified. Boards and Finance Directors are constrained by a natural conservatism, based on the desire in the uncertain financial climate to de-risk as much of the business as possible.

On the other hand, there's an imperative towards cheaper, more auditable marketing channels. In theory, digital presents the greatest opportunity. For example, if your company traditionally uses direct mail to communicate with your customers, there are instant savings to be made simply by switching from post to email: if you're sending 100,000 mailers out, with each costing 50p in print and postage, then the switch to email will save you an instant £40,000, and probably £45,000 the second time you do it.

But, and it's a big but, if you don't know where to start, then making this kind of switch can be fraught with costly mistakes and a fair amount of fumbling. Making decisions about what to do requires intelligence, experience and a clear view of what the expected returns are likely to be, and that's difficult for most marketers new to channels like eCRM (Email Customer Relationship Marketing). Whilst the conversion from postal to digital seems like a no-brainer, in practice, your brand and your customers may not be suited to email at all, and you may have a major flop on your hands if you make the switch without some testing. ECRM, which provides marketers with - in theory - total tracking from customer to email sent, response behaviour and eventual value, lends itself perfectly to testing and experimentation.

If you want to find out the answer to a yes/no question and you want to test it before you make a decision based on the answer, then you will need a minimum of 383 people in order to get an answer you can be 95% confident, with plus or minus 5% accuracy, reflects your entire database. So if you want to test whether you'll get the same response rate to an email version of your campaign versus your DM campaign, send the email version to 383 people in your database selected at random. If you run segmented campaigns, do the comparison between 383 people in each segment and your control. Only once you've got the answer should you roll out the change across the whole customer base... but by then you will have numbers you can show to the budget holders, which justify the change based on cost savings and minimised risk.

There are of course a number of different things you can tweak to great effect. For example, you could spend money on:
  • Improving segmentation
  • Improving open rates
  • Improving the effectiveness of calls to action
  • Switching people from call centre sales to web sales
  • Expanding your database.
All of these are potentially valid ways to increase the value you get from your eCRM activities. In some instances the value can be enormous. Say you're sending a million emails a month, and getting 2,142 orders worth £50 each. Increasing your open rate from 15% to 16.5% and your click-through rate from 15% to 18.75% will take your annual revenue from nearly £1.3 million to nearly £1.8 million - an increase of around 38%. That half a million in incremental revenue is enormous - provided it costs less than the profit margin on it to make the changes required. Again, it really comes down to how you decide what to focus your energies and investment on.

In my experience, working with brands like Tesco Kitchens, Harveys, Laithwaites Wines and Sony, there are always a number of different changes you can effect. As you can probably tell, I'm a stickler for the numbers; I always want to know what levers I can pull, and what effects that will have on the revenue. Given a variety of possible improvements, all of which will come at some cost, then you clearly need to know what to focus on first. Once we have identified what these opportunities are for a given company, we will always try and attach some numbers to them, and I believe that when you are planning what you do during 2012, when your focus should be on lowering risk and increasing the returns you get from marketing, this is a critical first step.

And in uncertain, recessionary times like these, having confidence in your marketing plan is what differentiates you from your competition.

Wednesday, 2 November 2011

Making sense of the marketing maze


FMCG Magazine, issue 11 volume 13
Why is – and why should it be that – FMCG marketing feels so vague? Everyone thinks the be-all and end-all is the big TV campaign. It takes six months to write, three months to edit, a whole bunch of illustrators, animators, storyboardists and directors’ assistants, a hundred grand in production and a hundred more grand for a slot in Corrie. This elephantine effort would be fine, were it not for one tiny flaw: you know fifty per cent of it works, but you don’t know which fifty per cent. The elephant in the room is accountability, and in today’s climate marketers must, must be accountable, as must their marketing.

We’ve come out of a recession, and are wobbling around the edge of a second iteration. Consumer confidence is low, partly driven by what people see in the financial sections of the TV news and partly driven by the doom mongers in the red tops. Businesses like yours aren’t bonkers so there is close scrutiny of every budget from procurement to overheads to manufacturing to marketing. The days of the “Let’s do TV, it works for the big brands” being sufficient justification for the board are over.

There is a second driver at work here: FMCG brands don’t sell to consumers, you sell to intermediaries – Nisa, Bookers, Asda, Tesco. You might argue that they should be doing your marketing for you (in fact, perhaps you should argue; if you spent your TV budget on selling more lines into Tesco they would have a vested interest in pushing your products hard, and yet we have devised ourselves an effective if expensive pull-oriented strategy, presumably because such tactics are too much like hard work). Yet we compete for shelf-space, PoS, the (very) occasional appearance in a promotion or an ad. FMCG brands focus their marketing towards the end consumer, essentially cutting out the middle man and appealing for share of basket. Works beautifully for the supermarkets.

So, two drivers: bypassing the supermarkets to get straight to influencing the consumer, and a terrible lack of clarity about whether this consumer focus can become more focused. Oh, and a third factor: the supermarkets sneakily deciding to launch their own brands (as distinct from own-brand) competing directly with yours. Anyone would think you were in trouble.

Over the past sixteen years – in fact ever since the Snickers® MegaBite online community was created for the brand’s Euro96 sponsorship – digital has become a valid and very useful channel for reaching and engaging consumers. Multi-brand FMCG companies have created websites, communities, games, multimedia, email and mobile campaigns very successfully, if success is measured in awards, media exposure and word of mouth. Over the past ten years, online channels have become properly measurable. The rise of analytics, and analytics specialists, has allowed marketers to track users’ online behaviour in great detail. Marketers are familiar with terms like UX (User Experience), IA (Information Architecture) and User Journeys (a term we appropriated from the supermarkets as it happens). We can drive people to websites, deliver appropriate experiences that support the brand architecture (brand onion, pyramid, pretzel... your ad agency will have its own version), and increase dwell time (the amount of time a consumer spends wandering around, through engagement or confusion, your website).

Digital can track absolutely everything. So it’s slightly surprising that most FMCG brands have not, because they believe they cannot, tracked the value they get from it. In the days when nobody knows which fifty per cent of the advertising works, you would think that having such an auditable medium would be a lifeline.

Digital means a consumer’s activity can be tracked all the way through to a sale. For example, if you sell a tin of beans on your website, we can track a visitor from before they get to the site (their first click on a Google Adword or a banner) through the site, around the site, to the basket and to a successfully concluded sale. We can attribute sales value to visits, which in turn means we can optimise campaigns, spend more on the sources which produce the highest sales, and generally be pleased that you know which fifty per cent is which. We can distinguish good from bad and make commercial decisions based on evidence. And evidence-based marketing is what your board wants.

FMCG doesn’t trust digital in the same way. It’s why, for example, most brand campaigns have a limited shelf-life online, and why websites get replaced with alarming frequency. You’re marketing to the end consumer, but you’re selling indirectly. This perception is common among FMCG marketers: indirect means indistinct. Decision making is therefore down to gut instinct – and how many awards the campaign wins. For me, that makes online marketing for FMCG brands a hopeless case. I want to know how to attribute value, no matter how indirect the sale is.

So let’s discuss a method which means that indirect doesn’t necessarily make it quite so hopeless. We’ve used it over the last four years for McCain Foods.

We started with a database of customers, acquired from a number of sources: bought lists, competition entries, newsletter opt-ins; in fact anywhere we could find data. We cleaned it up, got rid of the stale, unidentifiable, lapsed and suspect data, and created a robust base of legally opted-in people. We put together an email programme. This was pretty simple, consisting of product descriptions, recipe ideas, offers and simple calls to action. This gave us a backbone we could measure, and measure we did.

You will be familiar with the normal email marketing metrics: Open Rates, Click Through Rates and dwell time. We benchmarked the programme, making sure we had some consistency to start off with, so we could run some experiments. The first experiment: when should we send these emails? We sent the same email every couple of hours to a different section of the database to establish which time of day got the best open rates. At this best time of day we sent an email every day of the week to see which day of the week got the best open rates. Inside eight days we had the optimum send time.

The second experiment involved benchmarking against the real world. The assumption was that anyone in the database would be more engaged with the McCain brand than the general population (for obvious reasons: these people have opted in to regular emails, and they are getting regular brand exposure). What we wanted to do was to see if we could affect behaviour over time. Working alongside the brand tracking studies already being performed by Hall & Partners, Underwired created a comparable set of questions to mirror the study, in effect asking the same questions of the database so we could compare database versus general population at start, then after six months.

The results at the start were entirely predictable: 61% of people in the base loved the brand versus 20% in the general population. By the end, after the email marketing programme had been in action for six months, that score had risen to 64%, and in fact the gap had widened to 11%. The programme was clearly driving changes in perceptions of the brand, against a general fall in the advertising-only scores. But still, indirect and indistinct. How do we change this?

The next step for the campaign was to find a value benchmark. This consisted of two distinct phases: first find the comparison data, and second find a way to accurately measure any changes wrought by the digital activity. By using email only, the customer journey was kept very simple, and there was a built-in mechanism for running surveys so we could establish consumers’ shopping behaviour.

First we sourced a chunk of useful data. This came by way of Dunnhumby providing real-world shopper behaviour from Tesco customers; we sought out product choice, average purchase value and purchase frequency.

We continued this stage of the journey into attribution by refining the segmentation of the McCain database. The segmentation was fairly simple: brand engagers, brand resistors, category resistors, neutrals. This was also split demographically. The segmentation was tweaked to exactly match the Tesco shopper profiles so we could accurately compare one with the other.

So what have we found? We have discovered that when we put a person into the eCRM programme, in the first six months their purchase frequency goes up by 3%. Knowing what we know about average purchase value (in £s) and frequency for each segment, we can therefore easily find out not only how much the change is worth within the base, but also how much we should invest in acquiring more people into the database in order to drive ever-increasing incremental profit.

So what does this mean? Well, for one it means we know precisely which segments are worth investing in, how much to invest, and what the sales volumes we drive will be. This makes TV seem vague indeed – we do, now, know how to attribute value even when we’re marketing directly yet selling indirectly. We can justify every penny of the digital marketing budget (or at least that portion that’s spent on auditable campaigns) and, in a recession or in a post-recession world, that means we can be certain that what is being done is being done right.

Monday, 16 May 2011

In search of a fourth dimension in segmentation

In 2008 McCain Foods, an FMCG brand, decided to embark on an eCRM (Electronic Customer Relationship Marketing) programme. The original premise was that the company wanted to establish whether, by engaging consumers using email, the effectiveness of digital could be measured in terms the advertising world understands well - brand consideration and brand preference. The eCRM programme scored some quick wins through segmentation, including an increase in brand consideration of 11%. But what really started to attract attention was the methodology used to establish and track value in terms of purchase frequency and sales revenues, through comparing like-for-like segmentation with supermarket data.

The original brief for McCain Foods' eCRM account was simple: establish whether or not digital could be used as a channel for changing brand consideration. The context was straightforward too: in an advertising ecosystem where TV is the principal means of affecting brand preference, and in which TV audience reach is becoming fragmented and diffuse, is there a new way of using digital to shift consumers' perception?

One suspects it is a common question. The McCain brief came a decade after the more basic questions about whether digital could offer a new channel for effecting sales were answered by the likes of Amazon, and five years after eCRM strategies for online retailer brands like Virgin (and in particular Virgin Holidays) demonstrated that relevant contact using pertinent, timely emails brought cross- and up-sell efficiency to the new digital retail channels. A whole universe of retailers have, and do, use eCRM to drive sales through their online stores and optimise the ongoing contact with their customers.

It's actually very easy to see the effects of an eCRM programme when you can track a customer from first moment of truth, say an eyeball on a cookie-dropping interactive ad, or a click on an Adword all the way through to lifetime value via a checkout mechanism. There is little mileage in labouring the arguments for segmentation per se (other than the observation that a three audience segmentation served by three separate email campaigns increases the effective return by 50%). That given, typically in the progression of an eCRM programme there is a straightforward series of steps that happens:

  • Demographic segmentation
  • Customer Touchpoint Planning (also known as Customer Touchpoint Management or Customer Journey Planning) for each of these segments
  • Test emails are sent
  • Results tell us something of the recipients' behaviour (both interms of reaction to calls to action as well as, further down the line, transactional and value-oriented behaviour)

The results deliver the next dimension of segmentation: behavioural, which attempts to infer likely behaviour from previous behaviour to inform messaging relevance. A new set of tailored emails is sent and the programme is refined. At this point planning insights need to be brought to bear to hypothesise motivational drivers.

Take working mum Sue. If we don't understand her motivations and drivers, we may look simply to her working mum status, infer she lacks the time to cook a proper meal, and promote the speed at which Oven Fries can be prepared. Actually, if we think more about motivation rather than circumstance, she doesn't have time to create original things to do with her young children. If she has a certain background (something we can easily establish) we may find she is motivated primarily by her kids' welfare, reinforced by her lack of time. This may offer some direction for us when we create messaging that will appeal to her directly and quickly.

These "What" and "Why" segmentation layers are key to what happens in subsequent phases. Without this "3D" approach to segmentation, all that is happening is a tightening of efficiency. And actually just the first two make for a pretty well oiled machine. But it does not help us identify motivation, and an individual's motivation may have a substantial effect on what will or won't encourage them to engage or buy. Adding the motivation element adds effectiveness.

McCain Foods took this approach. The segmentation they had already performed on their base of several hundred thousand email addresses was broad, seven in total, and attitudinal in nature. At one end there were brand resistors, at the other brand advocates. Resistors divided into two broad camps: those that were resistant to the frozen potato products category in general, and those who were consumers of the product but were resistant to the brand on the basis of price (or perceived price) differences and were likely to opt for supermarket own-brand rather than branded products.

The segmentation was tweaked to match exactly the then-commercially available datasets available from Dunnhumby describing Tesco (the UK's largest supermarket chain) shopper behaviour.

Data, as is usual for most brands, had been acquired more or less by accretion; competition entries, some bought data, some from third party partners, some from website opt-ins, voucher promotions, field marketing activities and so on.

All the data was piled into a generic segment, and as segment affinity was identified through behaviour (which links they clicked) or responses to questions (outbound questionnaires, additional promotions), records were assigned to the appropriate segment.

The usual persona development was then performed on each segment, creating a set of usable pen portraits that allowed creative to be briefed efficiently. This persona work was validated using highly tailored surveys sent to samples from each of the seven segments, and in turn this enabled the creation of subsets. At this stage the base consisted of seven broad attitudinal segments, split into demographic subsets. The persona development allowed the creation of some notional motivational drivers.

So how does this help? Well, let's take Sue Example. Sue is a category resistor. Sue went to college, and has a young child. So far so demographic. Sue is well educated, is unlikely to believe everything she is told by advertising, and she probably thinks frozen fries aren't good for us. Sue is primarily concerned about the wellbeing of her child. McCain's principal products are made of potato and sunflower oil, and nothing else. But saying "they are good for your child" over and over again is unlikely to change Sue's attitude.

But we know she has somehow ended up on the database, and if we can find a creative way of engaging her then we may have a chance. The creative execution used for Sue in the email campaign that ran for ten months used motivation as a starting point for the solution. In month one Sue received an email introducing Farmer John and his red tractor for printing out and colouring in. In month two Farmer John illustrated how a field is ploughed. In month three how potatoes are planted. In month four, the lifecycle of a potato. In month five, the painting-by-numbers included harvesting. And so on. By the end, Sue knew that if it was McCain, it was good for you. She had had some safe, fun, kitchen-table activity for her child. And her attitudes had changed.

In fact, over the first ten months of the activity, engagement with brand resistors (measured simply by open and click-through rates) went up from 14% to 63%.

Using a brand tracking agency to measure national brand consideration and brand preference scores, the campaign was benchmarked so that the effects of the eCRM activity could be established. An assumption was made that the effects of TV, in-store and outdoor advertising would be felt by consumers both in and not in the eCRM database and could therefore be factored out. That said, clearly those in the programme would naturally index higher than the national average simply by dint of being exposed to the brand's messages (let alone because it was partly a self-selecting audience) - 61% versus 20%. By the end of the first year this had changed markedly: while the national score had fallen to 12%, the brand consideration score in the eCRM base had risen to 64%. This measure, the de facto standard for measuring the effectiveness of television advertising, showed that eCRM did indeed have a place in the arsenal of high level marketing.

Taking the next logical step in measurement would, for an online retail brand, be easy. Measuring the correlation between changes in brand consideration or preference and actual sales would be straightforward given a directly auditable transactional process. For an FMCG brand whose sales are entirely through third parties (and actually, it doesn't matter whether the product is ultimately online or in physical stores; any sales chain where the sale is owned by a third party vendor has the same challenges) there are some reasonably robust estimation models for making assumptions about how well marketing drives revenues. However, direct attribution remains a real challenge. McCain Foods was in the very fortunate position of being able to benchmark changes in the attitudes and behaviour, including sales behaviour, against data available commercially from its largest third party vendor, Tesco. The segmentation exactly matched. And purchase data was available through the Tesco Clubcard shopper database, which collected information about every Clubcard holder's shopping basket at every checkout in the country. McCain could see, in detail, purchase volumes by product, by segment, by location and by value.

Address data was not available, so individual records could not be extracted and compared to the base, however McCain already had a regular programme of surveys called 'Golden Questions', which allowed interrogation of shopping habits. Normalising the response data gave a viable means of benchmarking changes over time, attributable to the motivation-based activity of the eCRM programme.

In the six months of the primary study, benchmarked against the national Tesco data, average purchase frequency went up by 3%. Matched against average transaction value, and combined with a 25% growth of the identified "brand engager" segment, sales revenue for the highest-responding segment rose by 38% - a number in seven figures.

The development of the eCRM programme became much more important to the brand, and in 2010 a website was launched to support the activity. Based on behavioural targeting principles, the site serves content based on segmentation inferred from the first few clicks on the site. So, if a visitor is known (and identified using an opt-in Cookie) the content they are served will be based entirely on the predefined customer journey (or touchpoint plan) through the comms programme, based again on tapping into motivation-based insights. If a visitor is not yet known, then the opening interfaces are designed to offer choices that require visitors to effectively self-select into tentative demographic (kids, no kids, partnered, likely to be single) and behavioural (shops for household, influences family activities) segments. Using a content management system that is integrated with the content management and eCRM broadcast and analytics suite, each visitor gets content that is appropriate to the (inferred) segmentation.

As soon as possible, visitors are encouraged to opt in to on-site tracking so the final segmentation can be nailed down and the visitor brought into the on- and off-site eCRM campaign. The driver for this is a promotion mechanic called Spud Shillings, tokens that are awarded for various activities including viewing recipe videos, downloading meal planners, sharing content using social networks including Facebook, and uploading content (which is encouraged within segments that are likely to respond using a simple model based on Forrester's Social Technographics profiling). These tokens can be redeemed for product discounts or for third party promotions, for example free cinema tickets, kids' activities or sporting events. Again, activities and selections are written back to the database to inform much more granular segmentation and so that we can analyse the effects of particular calls to action and the usefulness of trade partnerships for future planning.

So what does the future hold? The next step will be the incorporation of social media tools into the site, at a level significantly higher than simple 'share this' or 'like'-type functions. The recent launch of Google Analytics beta tools for tracking on-page activities at event level, so that clicks on a video play button or expansions of a rollover can be tracked, have provided the brand with the means to build analytics into the site to a previously impossible degree. Coupled with Facebook's API, which allows developers to bring the entire Facebook suite of tools (including share with specific friends, messaging, live chat, content distribution) onto a brand-hosted site, this means we can start to add a fourth dimension to the segmentation: advocacy. This will revolutionise what McCain and other brands involved in the testing of the tools can do with eCRM. No longer are we limited to the attributes of the customer, or the motivations behind their behaviour. The door has been opened to a deeper understanding of how specific individuals interact with their own networks, and this profound extra dimension could help grow customer bases exponentially amongst audiences we could never otherwise identify or, if truth be told, credibly or relevantly reach.

Thursday, 5 May 2011

I will be giving a talk at Internet World on the integration of Social Media with eCRM and customer retention programmes, using a pilot that we are running for sports brand ASICS to illustrate some of the techniques we’re using.

The talk is part of a series by the Institute of Direct Marketing, and will be held at 1.10pm on Wednesday 11th May in the Design & Build Theatre at Internet World, Earls Court.

For further information, please visit the Internet World website.

Friday, 18 March 2011

Social media value attribution

Everybody’s talking about how social media is the new big thing. Yesterday it was the next big thing. According to Facebook, the next big thing is, well, unknown so who knows what tomorrow will bring. So we have a marketing world set alight by the potential of social media, queuing up to use it, setting up plans to get into social media. But there’s no real rationale. It’s being done because it looks like it is important. People live there, so our world has changed. But as for value - well, who knows? KPIs all seem to surround the number of fans and Likes, sentiment (no matter how vague this is) and hope. Accountability - attribution - is the elephant in the room.

I’ve grown up with digital. In 1994 I set up a digital agency, building communities around websites for brands like Snickers and Hewlett-Packard. We added channels as we went along - search engines, ads, interactive television and mobile. Around ten years ago we had become part of the world’s fourth biggest advertising network, and the digital world looked full of colour, sexy as hell, with big brands piling in to spend money on visitors, eyeballs and sales. Having sold out, we next built an agency around something brand new in the world of digital marketing: accountability. We wanted to prove that digital could have tangible, measurable and commercial value. So we got into eCRM big time.

Working with brands like Virgin, NSPCC and News International we started creating digitally-delivered campaigns built around individual customers. What we learned about them and from them we used to better engage them. We used insights derived from demography and behaviour to inform targeting strategies that delivered relevant content when it was most likely to work. We used segmentation principles originated by the direct mail companies and facilitated by the cheapest of media, email, to improve response rates and sales revenues. We used Recency, Frequency and Value to benchmark customer segments, applied campaigns bespoked to each segment’s needs, and measured the changes. We gave marketers what they wanted: proof that what they were doing produced specific financial returns.

Today this is what we do, still. Sure, the channels have changed. We now use mobile, SMS and email, but we also use websites. What was once called personalisation has been adapted; for McCain Foods we extended the eCRM strategy from email onto its site, so that visitors see content based on which segment they belong to and where they are in a planned nudge-based customer journey. We track individuals through their entire web experience, bringing behavioural data back into the eCRM programme so we can attribute the contribution their experience makes towards changes in their value. Taking an example, we know that by increasing engagement through the programme, one specific segment has increased its average purchase frequency by 3% a year - leading to an increase in sales of around £1million.

This level of attribution means a client can justify spending part of its valuable marketing budget on this eCRM activity. If the incremental revenue a programme generates, and in particular the incremental margin it generates, is greater than the cost of generating it, then it’s a no-brainer. Likewise, one would think that if you could prove that the incremental margin was less than the cost of generating it, you’d close down the programme very quickly indeed.

And yet, social media defies this superbly clean logic. Because you cannot cast attribution, because you can’t tell whether it’s a positive or negative ROI, the hope that it’s the next big thing and it will be worth it seems to justify investment in it. Where’s the return? I read a statistic the other day that some Facebook campaign had generated an ROI of 4:1 (actually, they said “400%!!”). I’d love to know what that means... at a guess, this company isn’t making 25% margin, and unless it’s making 25% plus, that “ROI” is actually a loss.

So this is where we found ourselves, running fantastic, highly auditable campaigns, leveraging customer data for all its worth, using email, mobile and the web, when this groundswell of social media marketing buzz started preoccupying marketing minds. So Underwired has developed a tool that allows us to make some connections. It allows us to create specific calls to action to customer segments, and watch precisely what they do in response.

By creating this tool we’ve finally addressed the elephant in the room. We’ve added the ability to score individuals according to what social actions they take in response to our engagement programmes. It means we can add an advocacy dimension to our demographic, behavioural and motivation-based segmentation, and this means we can identify people who have value to us as recruiters and word-spreaders. We can even attribute new customers to an individual’s referrals, which gives us real power to tap into social behaviour and account for the results. This is the new big thing.

Wednesday, 9 March 2011

Making social media pay

There’s an apparent conflict between the pragmatic and the desirable. Marketers necessarily want to be able to justify every penny they spend on marketing - especially in a recession - so there's a strong emphasis on the accountable. And then there's social media.

Everyone’s talking about the importance of social media, including channels like Facebook, Twitter, Quora and LinkedIn. The buzz has been incredible. Clearly when movies are being made about the kids who got the movement going, making billions in just six years, that buzz becomes tantalising for brands. And of course nobody wants to play catch-up, no-one wants to be the one who gets the dregs of the success that a new and revenue-generating marketing channel brings with it. Arriving just before everyone else leaves the party is low risk but delivers a very low return.

So how can you reconcile the two things, this requirement for measurable return on marketing investment, and the need to catch the wave?

This is the thinking that led Underwired, already the UK’s leading eCRM specialist agency, to try and bridge the gap between CRM, which is utterly auditable, and social media, which isn’t. To go back to the party metaphor, eCRM is like the bit where you know exactly who you’re inviting to the party and why. Social is the bit after you’ve taken their coat and they’ve entered the room. Once they are in there, all you can do is measure the noise levels (and in fact that's what Buzz Tracking or Sentiment Analysis tools do).

The new Social CRM tool that Underwired has developed actually bridges the gap. It allows you to track an individual into, say, a Facebook environment (with standard functions including Like, Share, Comment, Upload content, watch a video) and see exactly what they do. You can tell if, responding to a call to action in an email campaign, John visits your page, Likes it, comments on it, only watched half the video but sitll shares it with his facebook friends. You can then append that data back to your database, which means that you can create sub-segments of people who respond in a certain way when presented with specific calls to action, offers, promotions or choices.

From a marketing perspective it provides you with a way to further segment your customers. You can assign advocacy scores (even types of advocacy) and use that to inform future campaigns just targeting people who share your content with their friends - real fan marketing. But more importantly, it gives you the means to extend attribution into social channels. And if you can identify precisely which routes your sales came from, without having a big grey area where you’ve temporarily lost control of your customer, it means you can improve your marketing at every single step of the customer journey. Finally, it means you can assign a real value to social media - though of course while it means you can dive in with confidence, you do still of course have to dive in.

Monday, 7 February 2011

A groundbreaking Social CRM tool from Underwired

Until recently driving traffic to Facebook pages was the equivalent to old-style viral or word of mouth marketing, using it as a venue for people to engage with a brand. The evaluation of a campaign’s success was based on inference rather than end-to-end tracking – indicated by click-through rates, sentiment scores, mentions, ‘likes’ or Facebook transactions. However until now there has been no simple way of linking prompted Facebook activity to an individual customer’s record.

My company, Underwired, has just launched an sCRM tool which allows address-level tracking, the holy grail of social strategies. It closes the loop between the outbound customer journey and subsequent engagement, bringing relevant data back into the eCRM database. Underwired sCRM allows brands to employ social as part of a fully tracked eCRM programme that never loses sight of an engaged customer.

Underwired sCRM enables brands to capture social data, including an individual’s clicks on ‘like’ and ‘comment’ buttons, external links and video content (including how long they watch it for), photo upload, post and share with friends functions. For example, this means that customers who don’t spend much but have huge social influence can be identified and messaged appropriately, leveraging their real value. For the first time marketers can add an Advocacy dimension to their segmentation.

Making address-level tracking a reality solves an epic challenge for digital marketers, allowing them to pinpoint exactly who is doing what in their brand’s social channels and identify – and properly target – their most active brand advocates.

Social behavioural insight will be critical for marketers in 2011. By building Underwired sCRM into Underwired’s four week audit process, we can now include Facebook as an intrinsic part of a brand’s eCRM and email marketing campaigns. It means we can remove the final remaining blind spots in tracking ROI for online campaigns.

For further information, please visit www.scrm.co.uk