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Big data – big deal for digital advertising?

Next in our series of guest blogs, we feature an article on Big Data from digital ad agency Razorfish.  First published on their tech-futures Idiology blog, the article explores big data and its pivotal role in the future of innovation and communication.

Here’s a question: what is so big that it is unquantifiable, is the next frontier for innovation, competition and productivity (according to McKinsey) and by 2015 companies who use it will outperform competition that don’t by 20% in every available financial metric (according to Gartner)?

BIG DATA.

Big data is the term used to describe unstructured data generated by organizations and consumers that is too large to be captured and analyzed by typical data software, such as SAS or any other industry-specific data software. The definition and size are pretty conceptual, too – as technology develops and advances in the foreseeable future (Moore’s Law), so will the size of the data sets that will be generated. While it is difficult to say what makes a data set “Big data”, it is generally measured in petabytes or exabytes (as a reference, it is estimated that all the words ever spoken by human beings can be stored in 5 exabytes).

Given that the amount of data generated is growing exponentially and the way brands are connecting with consumers has changed in an unprecedented way as a result of social media and the proliferation of digital communications in general, it is not surprising that Google Ventures recently announced $1 Billion investment in big data startups and launched its Big data tool called BigQuery.  More traditional players in the data arena, such as IBM, Oracle and EMC, are also building their offerings for analysis and insights gathering from Big data. But why has Big data created so much buzz lately and has virtually every big management consultancy, the White House and the World Economic Council invest millions in it?

For a long time, companies have been generating what is known as “structured” customer data , which could easily be summarized in a report, especially if the people running the reports knew what to ask (for example, how many customers bought product X in the last 30 days). However, with higher consumer access to the web as well as the proliferation of social media, data about customers can now be obtained from a variety of sources: images, video, text, logins online, interactions with digital assets, publicly available data, and many more. This compilation of data, called unstructured data, as it comes from multiple sources and doesn’t conform to a particular format or structure, is what gets governments, brands and organizations excited. Compared to traditional queries of “structured” data, Big data is a lot more difficult to analyze and understand. If analyzed by well trained data scientists who understand correlations among multiple variables, are able to spot trends and can interpret large sets of data into meaningful business propositions, it may lead to higher productivity, new products and ideas and general profitability. And that’s the promise of Big data – the possibility of unlocking some momentous insights that can transform a business or an organization.

It is not surprising that one of the big contributors to Big data is Facebook. With over 900 million monthly active users, the company records 47 categories of customer data, which, if printed, for some users would amount to 1,000 pages! According to the IPO filing, Facebook stores over 100 petabytes of customer data, most of which is video and images.  With so much existing user data, some of the brightest scientists in the world and connectivity to thousands of influential websites, Facebook is already benefiting from Big ata and has ambitions to exploit it and innovate as a result of it even more. And that is perhaps the biggest reason for the $100 billion valuation (26 times revenue! @ initial opening  price).

The big digital platforms, such as Google and Yahoo are also rushing to capture as many customers as possible in these early days. Yahoo’s announcement of launching Genome – a new tool, targeted specifically at marketers that will allow companies to leverage Yahoo’s data sets in addition to their own – provides a great proposition for brands who want to get insights from analyzing their own data as well as online data without investing in their own Big data infrastructure. Could this be just what this veteran digital player needs to turn things around?

According to McKinsey, the use of Big data will become key basis for competition and growth for brands, as insights from Big data will drive strategies to innovate, compete and capture value. While some industries would benefit from exploiting Big data more than others, McKinsey projects consumer benefits will range from transparency (especially in the government sectors) and delivering bespoke products to offering real-time information and services. In addition to consumer value, significant economic value is projected as well, as more effective targeting and understanding of customer needs will yield higher demand and therefore consumption.

There’s a lot brands need to consider before jumping on the Big data wagon: from data policies, access to data, data ownership and privacy to employing the right tools and technologies, indentifying insights (or partnering with the right data partner to do that), outsourcing vs. in-house solutions and costs. But before seriously considering any of the above, decision makers need to be really clear about two things:

1)      Big data does not automatically mean Big success. Collecting and having access to a lot of customer data in and of itself is not valuable, until it is unlocked and meaningful, actionable outcomes are generated.

2)      The organization needs to be courageous and ready to use the insights generated from Big data to innovate their communication, extend their product line, enter new territories and even reinvent itself

A summary: the nVision UK Client Conference – October 2011

Thank you to everyone that attended our Radical Times – Radical Response event yesterday at the Congress Centre.  The presentations have been sent out to all nVision UK clients this afternoon complete with speaker notes but we thought it would be useful to summarise the key points from each of the sessions here.

Our Managing Director Meabh Quoirin opened the day and provided the social context by examining the issue of radicalism from the perspectives of consumers, citizens and brands.  The primary hypothesis of this session revolved around the concept of the “pop radical”.

Radical, in terms of the mood today, is calling for conversation. It is exploratory and discursive & iterative in emphasis; it is less didactic and unilateral. It is not about a revolution in the French sense. It’s all about asking the questions. Lots of questions.

Think also in terms of lots of bubbles. The big one that burst, but also lots of causes, questions and anger floating around which quite often disappear as soon as they’ve popped up. And there now appears to be enough momentum to know that the questions are going to keep on coming. So far, it doesn’t matter too much that there are not very many answers.

For so many of us, we might sympathise, identify with, stay interested in causes or the 99%ers, but most of us are only ever going to wear the t-shirt indoors. Pop is more about the mood than consumer movement per se. This almost doesn’t matter, for the new radical, in pop radical, it’s mostly about keeping the questions afloat.

The trend is about fundamental concerns (money, trust, shared reward). And in this context anyone can be a “pop radical”. The pop radical keeps on consuming. But he/she also keeps on asking brands & business to do a better, fairer job.

We are seeing:

  • A lot of little explosions, not a big bang.
  • Some real causes and calls for action, more about (often online) conversations and questions, less about anarchy (and no one needs to pretend they don’t want to consume).
  • A lot of anger, some appetite for a better way – delivered in small chunks of change from progressive brands.
  • A lot of attention paid to the inner rebel – there is a market for edgy evolution.

Our Economics Editor Richard Nicholls then provided the macroeconomic backdrop.  It’s certainly an interesting time for a presentation on the economy. A year ago the UK economy and the wider global economy were recovering. Growth wasn’t spectacular and it was uneven and we all knew that the worst of the austerity was still to come, but we were in recovery. The economy was about where we’d expect it to have been at that stage of the cycle.

But there’s a little phrase that’s been appearing a lot recently in the economic news – Double Dip. The big question now is : how likely is this? Certainly more likely than it was.

A double dip could happen due to global factors or domestic factors.

If we look at recent and projected near term GDP growth rates for the UK then we can see that we are not far off a mild double dip already. If we just look at consumer spending – we’re actually already there. It wouldn’t take much to tip the UK into a technical double dip recession.

We’ve seen that consumer confidence does not support sustained consumer spending growth at present. The housing market remains weak. UK consumers have high levels of debt and are trying to pay them back. And fiscal austerity is hurting.

But this is not the nightmare scenario. Two mild quarters of negative growth would not be that dissimilar to what we’ve experienced lately. This would be worse than the central forecast, but it’s not the worst outcome.

A global double dip would be more painful. The biggest and immediate threat is the Eurozone crisis. The US could slip into recession as they embark on their own fiscal austerity programme and if it’s a severe one, it could drag the UK into recession too. But it is not likely to be too severe without collateral damage from the Eurozone crisis.

Most large emerging markets have been growing very rapidly. The forecast is for them to continue to do so – as many of them did throughout 2009. There have been murmurings of the potential for an over-heating and a slowdown in China, but the forecast is for continued growth.

It’s impossible to predict factors that could trigger a commodity price surge. But civil war in a major oil producing country would push up oil prices and inflation and harm disposable incomes.

So what’s the immediate outlook?  Well firstly, it’s likely that GDP grew in Q3.

Unless we see a new commodity price surge, then inflation should fall back quite soon. If this happens it will enable disposable incomes to finally rise and encourage consumers to spend. So if we avoid a double dip then happier times might not be too far away.

A mild double dip is possible, but an increase in consumer confidence would reduce the likelihood of this.  However, the biggest current threat to our economic prospects remains the Eurozone sovereign debt crisis.

We then heard from our Head of Research, Katie Toll, and analyst Kerry Rheinstein on the ‘End of Inefficiency’ and ‘Smart Networking’ respectively – two of our newest additions to nVitro, our library of emerging trends.

The End of Inefficiency is a fascinating proposition that rethinks the role of choice in the age of the algorithm.  The age of price comparison is still relatively young. However, there is now such an array of price and quality comparison sites that it is hard to imagine making a purchase without consulting them first.   In fact, this year, for the very first time, our nVision research shows that it is now a majority of consumers who are using the internet to compare prices and products.

Never before have consumers been so well guided towards good choices in our purchasing decisions. In fact, arguably, there is now no element of our consumption in which we would not seek third party advice to guide us to good decisions and we are increasingly trusting this input to refine and narrow our purchase choices.

But, in the story so far, the final decision has, in the main, been left to the consumer’s personal discretion. What is anticipated in this trend is that consumers will realise that they can actually optimise their decision-making by embracing systems and services which process choice options on their behalf. And, with limited or no further reference to them, select and activate the best one. This emerging trend therefore carries radical consequences for how certain products will be bought in the future and how brands might retain visibility with their customers.

Smart networking is propelled by the growing recognition of the indelible nature of online activity. This realisation has pushed consumers into a culture of digital housekeeping. Whereas the internet was once seen as a dream for one to be invisible, we now apply decorum measures – ways to behave – for our off-line and online lives.

This new self-awareness is driven by our increased use of the Internet and the merging of our personal and professional worlds. In the past, we had two lives (one online and one offline) and now we only have one.  As consumers learn the consequences of their online activities’ half lives, the value of restraint will become ever more clear. Consumers feel the ongoing tension between the urge to share versus their preference for privacy, the desire to be free in cyberland versus the pressure for regulation and the desire for enhanced services versus feeling that companies are intruding into their personal lives.

The morning concluded with an interactive session led by the co-founder of the Future Foundation, Melanie Howard.  This was focused on understanding the importance of irrationality and its implications on the way we approach consumer insight.

Our CEO, Christophe Jouan, then began the afternoon by analysing the importance of aspirations.  Our proprietary research programme stretches back to 1980 and allows us to track how consumers have changed in their attitudes and behaviours since then.  There is a (valid) assumption that our values as people lead to our choices as consumers and so brands always strive to fulfil emotional, as well as practical need. And, if this emotional need is a deep value or aspiration, so much the better.

Discovering these aspirations is even more important during radical times, when brands have to compete even harder for a smaller pool of money. Consumer knowledge can enable a brand to stand out in the ocean of price cuts, special offers and promotions.

Along with the rise of creativity, the need for recognition and fame is probably the aspiration that has grown most significantly but what was startling to see in the data was that many of the values and aspirations that shape our lives have remained incredibly stable across three decades.  Although the way we interact with the world has changed dramatically, our core values generally have not.  Will this change over next 5 to 10 years? We don’t expect so.

Jason Mander, a Senior Analyst on our editorial team looked at the rise and resilience of the “freemium”.  Many of you, I’m sure, will be familiar with the concept of “Freemium” – a service model adopted by several online businesses in the quest to monetise digital content.

A combination of the words Free + Premium, it advocates giving a service or product away for free to a lot of customers on the expectation that some will choose to upgrade to premium access; essentially, service a large customer base but expect to draw revenue from a relatively small section of it. For this particular model to work, the revenue generated by that small proportion of paying subscribers is critical. But, as the profit reports of Spotify show, convincing consumers to upgrade from free versions is an extremely difficult feat  -  in the digital age, so many online users have become accustomed to receiving content at no charge that the thought of paying for it is simply unpalatable.

So, as Freemium companies attempt to stem the tidal wave of free content sweeping across various sectors  -  as they bid, as it were, to halt the obliteration of price  -  Jason asked us to consider whether the tactics being employed online have relevance in other retail contexts. And at a wider level, what light can the Freemium debate shed on the question of what customers in the 10s are willing to pay for? Will millions of consumers simply want something for nothing?

There was a specific focus on Freemium’s impact on, and relevance to, three of the themes we monitor within nVision – Considered Consumption, The Responsible Consumer and The Networked Society.

By exposing the latest attitudes among consumers and tracking innovative service propositions from a range of markets, we looked at how, and when, consumers may be tempted to hand over their money.

Last but certainly not least, Yasmine Baladi, Associate Director of Client Services, took us back into the world of nVitro to complete the day.  She spoke about 2 emerging trends: The Wealth Siren and Self-Service Redefined.

What the mega-rich devour every day, the rest of us would like to taste at least once in a while.  Furthermore these people continue to challenge the limits and boundaries of consumer aspirations and shape the dreams of billions of people.

The wealth siren theme demonstrates that there is no sign of the interest in the mega-rich diminishing. The number of uber-wealthy is constantly growing and as they do so, their importance  and influence grows accordingly. We looked at a number of examples – of decaffeinated versions of what the super-wealthy are offered  – and this will, we believe, continue to stimulate new waves of service and product innovation.

Self-Service Redefined was the final session of the day and Yasmine took us through how the humble vending machine is evolving to revolutionise consumer attitudes towards self-service and acquiring new status as it creates a third space between e-commerce and traditional retail.

Looking forward, the next generation of vending machines will continue to bridge the gap between traditional retail and the convenience of e-commerce.   We envisage a future where smart terminals refine our expectations of service, where they perform a variety of additional social functions and provide features that help to simplify one’s daily life.

If you have any questions or comments about any of the content from the day, feel free to let us know in the comments or through your nVision Account Manager.

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