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Segmentation 3.0 – disrupting marketing, media and management

Designing advertising, services, products or doing media planning requires us to understand customers and target markets. The more we understand about behavioral preferences, attitudes, lifestyles and multiple other variables, the better we can do our jobs. Combining all sources of data: research, analytics, buyer segments in real time bidding (RTB) targeting engines, qualitative research.. its such a wealth of data that it has become too big to manage. Right now we need to be able to simplify and turn such wealth of data in to understanding and actionable priorities. This is exactly what segmenting should be all about.

Segmentation 1.0 is about creating customer understanding inside organization. The segments are actually stand alone pictures and stories about customers. These segments can’t be connected to data, which means that they steer creativity but don’t offer KPI’s, real business management tools or monitor market share changes.

Segmentation 2.0 is about more data driven and actionable segmentation. Dynamic interest grouping with online targeting tools allows you to calculate probability of click or purchase and adjust your investment/segment accordingly. Same method applies to existing customer analytics, which offers steering such as next best offer, likelihood of negative churn or the level of monetary value of different segments. It’s already about making data actionable. However, these technology specific, not market level segments.

There are two cases of Segmentation 2.0 that are now leading the way to 3.0 available in Finland. Finland is interesting because of advanced population register allowing you to do interesting solutions easier than elsewhere. However, these learnings will soon become internationalised.

The story about Finnish church is quite eye opening. Since 2000 the Finnish national church membership level has dropped from 85% to 72%. The Church is in crisis.

Church churn

Church has been responsible for registering population since the beginning of organized society in Finland. Everyone who gets baptized start paying church tax as part of their national taxation. My personal church tax was more than 1000€ last year. Losing members means losses in church taxation and losing young people means losing their life time taxes calculated in billions.

Church needed tools to understand their members and ways of preventing churn. Actually the church needed to re-invent them selves. They needed segmentation. Jarmo Lipiäinen, head of Kotimaa’s sales and marketing recognized this challenge and took action. Member 360 was born. This segmentation divides people in to segments by their religious tendencies and multiple other lifestyle variables. This segment tag is attached to everyone in Finland, member or not.

Screenshot 2016-03-16 10.17.58

Picture: Main and sub-segments

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Picture: Example profile – Disconnected experience seekers

Making the segmentation applicable required tools. Jarmo Lipiäinen led the project and they created data visualization tools for parishes. You can now look at areas and understand what kind of segments are there and buy addresses to people from different segments. This allows church to speak to their members and prospects in language and perception they can agree with. Church is not just about religion, it’s a second layer of safety net for under privileged people and has multiple other roles in society . People don’t leave church only for religious reasons, they expect church to act for greater good and help people. Church stands for a lot more than God.

Since the Member 360 was introduced, now +100 parishes are using the tools and changing the way church works and is relevant to their members. Church is now rewriting their story, hiring service designers to design engagements and services for members. One experiment, internet priest with chat, was very popular among young people who were in distress but would never have reached out to church advice or someone to talk face to face. The role of church, the message and ways of being part of peoples’ lives is now changing fast. Church is learning member centricity.

Commercial 2.0 segmentation

Another initiative took place simultaneously on commercial side, Fonecta Buyer Classification. This toolkit looked at people’s lifestyles and buying preferences and was also connected to the entire population. On top of that, it is also connected to   media buying tools and TNS research data. I have personally implemented multiple cases with buyer classification in travel, restaurants, hotels, telco and retail. Buyer classification has 8 main segments and sub-segments.

  1. Budget-Concious young adults
  2. Bargain hunters preferring finnish purhases
  3. Parsimonious Pensioners
  4. Brand-Focused thrill seekers
  5. Ordinary citizens
  6. Service-seeking couples
  7. Family-focused quality seekers
  8. Solid and prosperous elite consumers

The segments can be attached to your own customer database which allows you to see how many people there are in each segment, how they behave, how valuable they are, what do they buy. You can use this understanding to reach out potential new customers out there based on insights from your own data. Buyer classification allows you to connect internal and external realities with same segments and also monitor market development in numbers: who’s winning and losing what kind of customers. Business is not just simple numbers – won and lost, its very much about value too. The whole point of segmenting is about understanding where to concentrate your resources and optimize your profitability. You have to make choices, segmenting allows you to do make better decisions for those that matter most. This kind of generic segmenting attached to media buying and external data is a whole new game for business KPI’s and corporate management. It’s a possibility to connect creativity, resource allocation and business goals together

Human 360 – Next generation – segmentation 3.0

The next level is currently entering the market. Same segments are now connected to online behaviour too. You can now do online media planning by segments and use same segments in real-time-bidding. That’s a minimum standard in this day and age, but there’s more.

Member 360 and Buyer Classification were single purpose segments that could be adapted to other purposes but weren’t optimized for them. The next generation is about connecting multiple segmentation tools together:

  • 1st You have your own core segmentation or generic segmentation that has been made for your business sector’s specific needs. This segmentation is used for business management and company wide KPI’s
  • 2nd You have supplementary contextual segments for further insights: eg. Food, travel, technology, sports, politics, religion, fashion, housing,… you name it

To say it simply, the new generation approaches individuals holistically. People have different kind of passions and interests, capabilities and life situations. These contexts can be translated as passions and orientation. You can now approach people based on their orientation and you can analyze what kind of passions and orientations your current and potential customers have. You can also calculate scores for each segment allowing you to evaluate which approaches to your customers have strongest likelyhood of meaningful impact. Creation of business scenarios and relevant communications has never been easier.

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Such insight can be used for creative planning, media planning, new service development, partner selection,.. well, designing the future of the company.

Segmentation 3.0 enable us to connect 4C’s together and create a corporate GPS for success:

Screenshot 2016-03-16 10.22.42

Sofar Google has given a price for words with Google Adwords. This kind of segmentation will give similar price variation for people, it becomes the unifying currency in media buying. Some people have a much higher profitability potential than others. The future of media profitability will be dependent of reaching those audiences and people, advertisers are willing to pay most for. We are truly entering a new era in data driven analytics, planning, marketing, creativity and management. This development will have major impact on general management, mediabuying practices and entire creative industry. This kind of methods and tools will allow us to work miracles in unseen scale.

Aller Refinery

This development will further enhance marketing’s strategic role in management and strategy. Data will enable us to manage end-to-end processes better than ever

Screenshot 2016-03-16 10.22.54

Author Toni Keskinen and Jarmo Lipiäinen have published “Journey with customer – from product centricity to symbiosis strategy” –book in Finnish 2013.

 

Business Design.. with customer centricity

Here is my presentation that is about Business Design and how you lay the foundation of business development and value generation on customer journey and diminish the complexity to understandable and measurable insights and practices to marketing, operations and R&D. Recognition and simplification is the way to go and insights come from that. I’ve just landed back to my roots and start Business Development consulting which is really about customer and total marketing driven corporate transformation. That’s why it was relevant to take a look back and make a fusion from past to current.

I came to conclusion that past was already right – but required a lot to learn in order to develop the understanding and methods further.. Even if your theory and concept were perfect – making it a practice and a reality takes a lot of sweat, consideration, trial and error, right context, position and organization. However, enjoy. This material was better than I remembered (I was a founding member at Taivas Business Design and OneExperience planning director before my assignment as marketing architect at Toinen PHD and starated Future CMO transformation consulting and coaching in Jan 2014). 

WHY THIS ONE EXPERIENCE FAILED TO SCALE INTERNATIONALLY?
One Experience was a cross-channel behavior analytics tool and methodology we at Taivas Group started developing already back in 2004. Professor for Masscustomization Jarmo Suominen (MIT/UIAH) contributed to the theory and framework tremendously in the beginning and I led the project turning the ideology in to OneExperience online platform. This tool was extremely advanced back then but also represented a Utopia as practice. It turned out the tool was not viable back then due to siloed ecosystem which made it totally impossible to distribute and scale globally as a SaaS planning platform. Combination of qualitative and quantitative studying methods and total planning approach delivering insights about customer interfaces, brand status, distribution channels and product/service qualities it was impossible to integrate in WPP organisation and scale with Ogilvy Group, JWT, RMG, G2, GroupM, MillwardBrown… Why? We talked to everybody and they all loved it. Well, you would have needed to involve crm, online, advertising, promotion, creatives and media planning from separate organizations and align all their efforts for unified practice and goals. The same applied to client organizations. CMO’s at that point were more brand and advertising directors than true business drivers with full marketing spectrum and integration to operations.
That.. well.. was utopia in 2007 when we launched the tools.  We did good in Finland where we were a single team working for clients in Finnish culture with low organization hierarchy enabling collaboration directly with CMO, board of directors and business managers responsible for operations. We did great results but could not turn OneExperience in to international business as such.
The world has changed over the past five years.. This change is now reaching the tippin’ point. Perhaps we are closer to that Utopia now.. or are we? This change involves every one in the ecosystem and everyone inside corporate management. This is what we are now trying to do at ToinenPHD in Finnish scale. Is the world ready for scaling this kind of Total marketing approach and Customer Journey driven ideology in to practical daily work. Are CMO’s and the ecosystem ready for it now? Is it possible to make Utopia a reality?
SEE ALSO:

Author: Toni Keskinen, Marketing Architect & Customer Journey Designer

http://www.linkedin.com/in/tonikeskinen

Join FutureCMO Movement LinkedIn Group here

CMO challenge – How to organize marketing for success?

This time this article is more about a question, than an answer. We do need to change but to what? Earlier on I wrote an article about how the creative work and marketing planning will transform in to something new.  As we do know the brand’s own customer interfaces are becoming more and more important as a media and amazing tools for continuous relationships and engagement. Customer interface management is becoming do or die for CMOs. Understanding Customer Journey and the dynamics around it are becoming the new black in planning process. Altogether the priorities are rapidly changing as well as the the organization and world around CMO. Forbes just published an article about “The end of Expert – Why no one in marketing knows what they are doing?” 

“It’s a stark verdict from a prominent source. “There are hundreds of thousands of people who were trained and mentored, and studied classical marketing, and they got good at it,” says Clark Kokich, chairman of digital agency Razorfish. Unfortunately, the world has changed – and that education is no longer relevant. “If your self-worth and your confidence is based on you being an expert, you’re in deep trouble, because there aren’t any experts,” says Kokich, author of Do or Die: Surviving and Thriving in a World Where the Old Ways of Marketing Aren’t Getting It Done. “Sure, there are experts in some fields. Someone may be really good in SEO or in mobile. But there aren’t any experts in making this transition”

So, how should CMO arrange his/her internal organization and how should creative work be a) created b)produced and c) measured. How should the marketing overall work flow internally and externally? What kind of partner structure would be ideal? What to in-source and outsource?

There are several task to take care of:

  • Define who are your customers, what kind of behavior do you want from them and what kind of actions actually deliver such behavior?
  • Define how do you reach them and how do you communicate with them
  • How do you create and manage own web interface, social media interfaces, customer service, retail, sales,..
  • How do you create big ideas that inspire and contribute to the corporate overall image as well as turn these inspirational ideas in to customer experiences?
  • How do you measure and quantify, learn and implement continuous change?

Earlier on you had one agency for above the line creative design. These guys were the kings of the hill and everything else was less important. Then you had below the line agencies for Direct marketing, email marketing, in-store promotion, promotions in general, marketing PR, SEO and SEM agency, media agency, research agency, online agency,… Well, you had all these agencies and you had internal organization and a person to run each agency or discipline along with budget allocated for that specific purpose. eg. Direct marketing. This kind of world view has died over the past five years.

The new world is still under construction. You have now creativity in media agencies and analytics people in creative agencies. The new ways of organizing and sharing responsibility  are just emerging. This is why I hope you could participate and share your best working practices and experiences for collaboration.

SEE ALSO

“The CMO 2013 Study insights and what CMO’s should do now”

Lost insights and Corporate Blind Spots

Business Design with customer centricity

How to enable smart company and avoid corporate autism

Author: Toni Keskinen, Marketing Architect & Customer Journey Designer

http://www.linkedin.com/in/tonikeskinen

Join FutureCMO Movement LinkedIn Group here

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