Category Archives: Technology

Social media for damage control: prerequisite

Social media is the latest platform of choice for damage control. Partly because lately it is the best place to trigger the damage. News agencies end up picking an issue well after it had trended significantly in social media. There are two prerequisite when looking at social media for damage control: presence and listening.

As a company (or an individual) you need to have a vibrant social media presence. You need to be part of your social world. You cannot decide to come one day after the damage is done and try to do damage control using social media. It is very important to understand that you cannot control your brand on social media. Social media has not only leveled the playing field but has also provided a gigantic opportunity to anyone and everyone be creative and make themselves heard. All you can do is be present there and address issue as soon as possible, possibly before it becomes a big cause of concern.

This brings us to the second prerequisite. Listening is the most important thing when it comes to damage control. You cannot act till you are aware of what is happening. With all the buzz on social media and the growing volume in there, the biggest issue is for you to identify the  real epicenter of the damage, the reason behind the damage and then strategize how to address it promptly.

Technology can help in deciphering the noise and listening what you need to focus on. People won’t talk to you all the time. If they hate you (or for that matter if they love you), they will tell their friends and followers about it. It is not possible for you to humanly keep track of everything. You need to understand what is the overall vibe, what are the actionable steps that can be taken and what are the changes that can be made to do the damage control.

Social media can be your best friend or your biggest enemy when it comes to damage control. The deciding factor becomes how well are you prepared to be a part of it. If you have the right technology and strategy to listen and understand the issues and address them, you can leverage social media to defuse a fire before it becomes wild.

Market Overcrowding

When a playing field is young and growing, there are always many players trying to play in it. Every industry at the beginning attracts lots of companies. That is something that makes the industry interesting. You got to stay on your toes to keep innovating and be in the race. At the same time, that pollutes the industry a lot. It becomes very difficult for a company to differentiate from the others in this industry and for a customer to identify who is going to be around in the long run.

I believe three things determine if a company will be able to sustain and be successful in a new technology space. First is persistence. Persistence is the most important factor in determining how long can you stay in that industry. Do you have the horsepower and team that will stick together and keep out innovating competition? Second is differentiation. Differentiation is important because if you are one out of a dozen, then you are a commodity. Are you adding any real value to your customers out there? Then there is customer captivity. How easy is it for your customers to replace you with something else? Or in other words, will your customers miss you if you are no longer around tomorrow?

Products like Excel, PowerPoint and Word have been around in the market for decades because they have a captive customer base. They have a cycle of innovation where they keep bringing new features which help them differentiate from their competition. And to look back at the humble beginnings in late 1980s, they managed to be persistent in front of competition from a dozen or so other companies trying to develop products in the same space.

Persistence, differentiation and customer captivity are the three most important thing that can help a business make or break in any technology industry. If a company is able to persist, differentiate and innovate to keep meeting customer’s need, it will be able to standout in the short run and preempt new competitors in the long run.

Super Bowl ads: a social phenomenon

Last time New York Giants met New England Patriots in the Super Bowl was four years back. Though the last two minutes heroics of Eli Manning still led the Giants to win the game, much has changed in the world since then. In the social world, the landscape in 2008 was comparatively smaller. For example,there were about 100 million Facebook users and 30 million tweets a month. Fast forward four years, in 2012 there are more than 800 million users on Facebook, more than 300 million tweets a day and 4 billion videos being streamed on YouTube every day. If nothing else, this completely changed the biggest television advertising day of the year.

For the first time, the brands did more public campaigns to gear up to the Super Bowl than any time before. Whether it was in form of contests to make audience vote for the best of the commercials or post teasers online to what to expect this year at Super Bowl. For example Chevy ran a Super Bowl ad contest. The 40 finalist ad spots were viewed on YouTube more than 35 million times and people voted and discussed them for a month. Doritos on the other hand asked people to make ads and submit in their contest. The prize being the winning entry getting airtime during the bowl. Volkswagen building up on the last year’s Darth Vader success dropped a teaser of their this year’s ad titled the Bark Side. It got about 10 million views before the game day.

The entire phenomenon of Super Bowl advertising is taken to another level this year and in many ways, the $3.5 million that advertisers shelled out for 30 seconds had much more impact this year than ever before. Social media enabled the 30 second spot to be a month-long advertising campaign.

But then there was Chrysler’s Halftime in America. No one saw it before, no one heard about it. So when the voice of Clint Eastwood came at the halftime mark, people paid attention to the ad like the good old times. The social media impact here: the official copy of the ad posted by Chrysler was watched more than 10 million times on YouTube within a week of its airing during the Super Bowl!

The science in art

When I think of art as a topic of conversation, I think of something that can be valued in terms of aesthetic measures like beauty and appeal. It is said beauty lies in the eyes of the beholder. If you believe in that then you would also believe that there is very less logic and reasoning behind it. Something that is a great piece of art for me can be very mediocre for you and something that is a masterpiece accordingly to you may really not appeal that much to me. There is nothing that is universally appealing and beautiful.

Art has a lot more value when it is targeted. You cannot be a successful artist if you are not reaching your core audience. That’s where science comes in picture. There is enough data available in this world to develop rich correlations between distinct things and make you reach your target audience. You can end up being much more effective if the only people who notice you are the people who really matter.

This principle is very apparent in the advertising industry. The right advertisement shown to the right audience at the right time is what really adds value. How do you determine that right audience and the right time? Well embracing computation science to figure that out is a great complement to your gut. One great thing about science is it evolves really fast. Something which was determined using a few hundred data points a decade back can now be much more definitive by leveraging tens of thousands of data points. You got to embrace the explosive power of computation combined with the growth in available information. Add to that techniques like machine learning and artificial intelligence and improve your findings with time.

The biggest challenge for an art driven organization in embracing science is the ability to adapt as fast as science evolves. The longer you manage to last in the state of denial in embracing this evolution, the greater is your ability to make your art less compelling and attractive to the world out there. Art and science are great complements to each other. What art brings to science is the same thing that science brings to art. It’s the effectiveness and the value which otherwise goes untapped.

Top 50 most followed people in social media. Does it really matter?

Every other week you will see a list of top 50 most followed people in social media. The list normally consists of celebrities, sports stars, politicians and brands. The real question is are these most followed people on the social media the top influencers out there? There are two big issues which make the number of followers not map directly to the measure of influence.

First one is who influences you as an individual? When you are making a purchasing decision, deciding who to vote for or choosing a movie to watch you don’t necessary look out for what the top followed people on social networks are suggesting. More often you look for advice from your circle of friends whom you trust to make the right suggestion or whom you believe have the same taste and interests as you do. These are the people who influence you more in making a decision than anyone else.

Second point to note is what’s the domain? Not everyone is credible enough to  have influence in every domain. For example, if you are a fashion icon, you will have significant influence when it comes to fashion space. Your fans and followers will give value to what you got to say when it comes to fashion trends. But just having a million followers doesn’t make you influential in the topics you have no expertise or credibility. In fact in many cases, attempt to make influence in the areas you have no expertise makes you lose value in your area as well.

Having lots of followers maybe a status symbol in some ways. It does mean that there are people who are interested in listening to what you have to say. But it is a bit over-rated when it comes to measuring the influence. It matters more if you have a few followers who value your word and trust you in your area of expertise.

The art in science

Science is a very general term. So is art. In some sense art and science are opposites of each other and in other cases you can think of them being synonymous to each other. Without going much in the theory of the words, by science I mean something that is based on systematic study. Something that has numbers to back it. It has reasoning and logic behind it. On the other hand, by art I mean something that is subject to aesthetic criteria. Something that is beautiful, appealing and presentable.

I am a big believer in science. Numbers are awesome (though subject to interpretation) overall they prove something. When you do data analysis based on large sets of information, applying scientific algorithms can do wonders. It can generate patterns and extract information that is not even visible by naked eyes. That is specifically evident when you work with social media information. The data is overwhelming and algorithmic processes do an awesome job identifying the hidden knowledge.

But when you try to sell this science, you need something that is beautiful, appealing and presentable to people who are going to use it. That’s the role of art in a science heavy world. No matter how sophisticated software programs you write to extract information or how well you can process data to gain rich knowledge, till you can communicate that in an easy to consume manner, it is of no use. Add a pinch of art to your scientific prowess. Think who your customer is. What do they need? What language they understand? Then put your scientific findings in a way that is appealing to them. That will make them empowered by knowledge and take action on it. That will make your work really matter and make the science in the background worth more than anything else.

Cellphones and Market Research

Cellphones have had a profound impact on many things in this world. It has not only revolutionized telecom industry but has also left its mark on how many operations are conducted and industries function. I want to specifically talk about a couple of areas where cellphone is changing the dynamics of the game.

First is market research. A big part of traditional market research is polls and surveys. Cold calls are made to people to ask questions. With more and more people carrying cellphones, it is harder for pollsters to get the complete attention of the survey taker. A person on the go is less inclined to waste time and money (cellphone minutes) speaking to a pollsters. You may argue that there are still a large number of landline phone connections out there to be sufficient for pollsters to meet their targets and form a decent sample. That may be true today, but it comes with a big caveat. Numbers show that a growing number of households with all members carrying a cellphone are opting out of getting a landline. This brings the sample down to households with a stay at home member who still values a landline. Add to it the bulk of people putting their (cell)phone numbers on the no call list and you get the complete picture. In short, traditional market research has had a big negative impact due to the advent of cellphones.

Second area I want to talk about here is social media. Cellphone has raised the amount of activities on social media dramatically. With a growing number of people carrying a cellphone with data connection, people are constantly connected to their favorite social network. They post their views, share recommendations and post pictures on social networks. This is live as it happens and is off the cuff without premeditated state of mind. You may argue that it is mostly coming from the younger generation, but the fact being average age of a person active on social media touching 40, that doesn’t seem to be the case. In other words, social media is having a big positive impact due to the growing use of cellphones.

Now bring these two areas together and you get what MavenMagnet is trying to leverage. We use social media as a base for our market research. We do not believe that traditional market research is to go anywhere anytime soon, but the kind of insights we can drive off social media can provide a more truthful and real perspective on concerned issues. These insights are derived without bothering the people by calling them or asking them questions, making cellphones a big asset for MavenMagnet market research.

Role of brand pages in social media

Back in 1990s there was a time when websites started becoming essential part of the online identity of companies. Any company irrespective of the industry it operates in got to have a website. A website acts more like the face of the company on the Internet. In early 2000s, this was followed by the blogs. Blogs became a great way for companies to interact with consumers, answer questions in an understandable and easy to navigate format.

With the advent of social media and with more people spending time on social networks, brand pages are becoming synonymous with presence of companies  in social media. Facebook, Google Plus and Twitter provide companies with a platform and make it very easy to create and maintain their brand pages. Just like websites and blog in case of Internet, brand pages have become an anchor for brands in social media.

I wonder what is the role of a brand page when it comes to a company’s presence in social media. Does having a cool brand page and good analytical system behind it sufficient for a brand to leverage the social media? We draw parallels between brand pages and websites & blogs to put things into perspective. If we do an Internet search for a company, there will be thousands of results associated with it. You do get the website of the company and link to its blog but along with it there are a slew of other results that provide a whole lot of information about the company. The reason being people mention their thoughts on a company at different news avenues, trade publications, forums and so on. A company’s website is not the singular place for information on Internet, though one thing that is true is that it is the authoritative source of information on Internet.

Same is the case in social media. In fact in social media, this thing reaches new levels because everyone has their own space to share thoughts comments and views. What an individual is doing on social media is knowingly or unknowingly building his or her social capital. You talk more with people you know. You make recommendations and promote a cause  so that it reaches people whom you have an impact on. Brand pages are definitely a great place for companies to have as a source of information and base for interaction on social media, but it is not enough for them to leverage social media.

To a large extent, brand pages is an over-hyped phenomenon in social world. I am not saying that you should not have brand pages. I believe they are a must have on social networks. But an average social media user likes (or follow or adds – use the term for your favorite network) more than two pages every month. They don’t interact on tens of brand pages on a regular basis. In order to leverage social media optimally, you got to learn and understand what people are talking about you. What are they liking, what are they hating and why is there a certain perception about you out there. We focus on providing you true insights which come from conversations beyond your brand pages. You can use these insights to strategize how you want to appear in front of your consumers, how you want to interact and how you want to adapt in social media and beyond.

Social Influence: importance of experts and mavens

Power and fame are two irresistible attractions for most humans. It’s unusual to have a community without powerful voices or a gathering without organizers. The same is true in the online world webbed together by social networks. The concepts like followers, subscribers and friends has led people to look up to and aspire to be powerful voices and leaders in the social world. This in turn has led to defining the influence level of individuals in the social world.

Broadly speaking, a person with large number of followers on Twitter, subscribers on Facebook, and similar things in other networks is considered to be influential in social media. That’s generally true when you are talking about very general things, things with universal appeal and mass interest, or in cases when you look at social media as a black-box. But there are two important points that we consider while calculating social influence.

First is contextual experts. The growth of social media networks has changed how we get news and information, how we voice our opinion and how we interact with each other. Not everyone is interested in everything. If you look closely at social world, there are clusters out there, just like in the “real” world out there. People are experts of a specific topic. They are interviewed on specific subjects. If you are trying to find out about protests in certain part of the world, you listen to different people, if you are trying to find out about the next best thing in space aviation, you pay attention to others and if you are interested in a highly anticipated movie, you listen to yet another set of experts. That’s where context come in picture. When we look at social media influence index, we make sure to take contextual experts into account because without context, it is just not possible to gauge the impact levels and reach to the right insights.

Second thing is relevant mavens. How relevant individuals are in their own social circles on a certain topics? In other words, in what area are you the maven for your friends. In most general communications on social networks, you listen to your friends or the people you know. When you write something about a particular topic, there is a lot of interest from your friends on it. Your social circle pays attention to it because they consider you as someone important and relevant to discuss that topic. On certain topics people ask for your opinion. So when we calculate social index, we do it for a particular area of research  and take into account mavens in these individual circles to add weight to their opinion.

There is a level of overlap in the first and second case, but there is a considerable difference as well. The difference is that of the personal touch. In the case of contextual experts, the communication is happening on a broader platform. People are expressing themselves or listening to others without any personal connection. It’s more similar to media of mass communication with a touch of interactivity. In the case of mavens, the communication is happening in small groups. It’s where you have personal affinity to the people you are communicating with and in more cases, that is more influential than anything else. It’s where you see the real impact of the social world.

In a nutshell, what we are doing is converting that black-box based influence calculator into a sophisticated process to account for context and relevance while calculating the influence of every post in the social world. That’s the real social influence that plays a critical role in trending opinions, creating perceptions and extracting real insights.

Innovative approach towards market research sampling

Historically great effort is put in getting the right sample for market research. A few thousand set-top boxes define the rating of every television show, an exit poll of 1000 voters define who’s going to win a general election and four groups of 15 people define the positioning statement of your favorite products. When millions of people view television, vote in an election and use a particular product, the onus on these select few to collectively make a definitive statement to the general public is gigantic. And that in turn defines the importance of sampling in market research.

When we use social media for market research, one of the great luxuries and benefits is the availability of large amount of data to tap into to draw insights. But on the flip side, it also brings with itself complexity of dealing with large amount of data. Talking about sampling, couple of important things are the sample size and the recruitment process to form the sample.

The sample size for drawing insights in social media is usually much larger as compared to what traditional market research uses for the same purpose. But what is the right size? Is it a few thousands? Tens of thousands? More? This is a very interesting question, but before answering this, we should touch a bit on the recruitment process.

While traditional market research focuses more on the people participating in the research, we focus more on the information people are sharing. We use this information to find out what are their viewpoints and opinions. We also consider the people behind the opinions to account for the impact they are creating, but that is done in context to the conversation they are having. This way we make sure that the sample we have gathered is completely random, as it should be in a good market research study.

We do not define the size of sample in our study but let the study results define it. We keep collecting the data and keep analyzing it till patterns start to emerge and clusters start to appear. After doing this for considerable amount of data, the patterns get solidified, themes become clear and insights are apparent. This process of getting to insights from data is just beautiful and the insights are credible as well as actionable to help you make great business decisions.