Social media influence and other data Twitter doesn’t share

Top secret area
Image by Marcin Wichary via Flickr

Twitter knows the influence of all of its users. But it isn’t yet telling us. This was what we discovered this week at the Web 2.0 summit in San Francisco. When asked a question about how Twitter is able to recommend users so accurately, Twitter co-founder Evan Williams said that they derive the suggestions from a reputation score they calculate for every user. A reputation score Twitter isn’t disclosing yet, but that could be a great tool for finding social media influencers.

This kind of tool would be valuable to everybody who is trying to analyse, understand and work with people on Twitter that they perceive to be more influential than others. From brands who want to know how influential somebody is through to people wanting to work out who to follow and why. Getting real data and statistics direct from Twitter would be very useful – real data on mentions and discussions that go back further than the current search and third-party tools; real data on links and click-thrus and real data on how users use the service.

This is data that Twitter has, it logs everything that everybody does. And data that third-party providers are currently trying to access or just to model and estimate to provide services from Klout (which claims to measure influence) to the search and social media monitoring tools that track mentions and conversations. As Twitter grows and develops they should release more applications and tools that use this – providing us with official views on influence and on the other analysis people are looking for from Twitter. The response from Williams this week suggests that they are using such data internally, and that they could develop external tools to expose this data as a service to others. Although he admits that any such tools would “need to evolve quite a bit more”.

There is a real need for more data from Twitter. As a tool it is changing the way we interact with content, and with others, and often existing analytics and measurement tools just don’t do the job. Take a simple measure such as page views or clicks through from links in Tweets. Many of us grappling with data such as this are uncertain as to whether links, or for that matter photos, that are viewed in a Twitter App (such as Twitter for iPhone), or indeed on the new Twitter website, are recorded in a consistent way along side views of that link through a browser on the original site. The data is not clear and the discussions are confusing.

Twitter has a lot of data as every action we do is recorded. Using data like this can be comlicated but the signs are that they are developing tools that help them internally. It would be great to see these developed and then used externally so we can all be confident that we are getting the most accurate, and the most insightful, analytics we can.

Influencers report 2010: How to find online influencers

influencerAs a follow on to the success of our social media monitoring tools review earlier this year,  we’ve been carrying out detailed tests on nine of the leading social media monitoring tools in order to assess how effective they are at identifying influencers.

We’ve tested Attensity 360, Brandwatch, Radian6, Alterian, Scoutlabs, Sysomos, Synthesio, PeerIndex and Social Radar in detail, as well as looking at Visible Technologies‘ tools.

Over the next few weeks we’ll be blogging about some of the key insights from the report  including:

  • What is an influencer?
  • How to identify influencers
  • Influencer scores
  • Tool performance comparisons
  • Targeting influencers online

The full version of the report will then be released via our blog following on from an exclusive launch at our breakfast seminar on Thursday 2nd December.

You can register for the event by clicking on the button below:

Register for How to target social media influencers in London, United Kingdom  on Eventbrite

The basics of social media monitoring

social-media-monitoring-toolsThis is our first post from the Social Media Monitoring – 2010 review series. In it we’ll cover the basics of social media monitoring.

Background

Social media tools make it possible for people to have conversations online. The uptake in conversations, comments and reviews has been explosive and the importance of these conversations is growing by the day. Among many other things, people are discussing brands, describing their purchase intentions and asking for assistance in making buying decisions or product support.

The opportunity for organisations is clear. They can now listen-in on the conversations of their customers, potential customers and other stakeholders in a way that was previously impossible. Through social media monitoring it is possible to gain insights from the conversations people are having online every day and to make improvements to products, customer service and marketing as a result.

Real-world ethnography has been around for a while – the process of analysing the context in which people act, usually researched by observing subjects in their natural habitat. It can teach us a lot about behaviour and influencing factors, however it is expensive and subject to The Observer’s Paradox (see also Schrödinger’s Cat).

Social media monitoring brings observational research to a mass audience. By tracking what is said in forums, on Twitter and in other social networks, brands can gain customer insight. But beyond getting geeky researcher’s excited, it can also offer very practical benefits to organisations. Customer service teams can listen out for customer issues online and then and resolve them. Competitor Intelligence departments can find out what customers are saying about competitors’ products. PR Managers can get early warning of pending PR disasters before they hit main-stream media and most of all, by listening first, companies can be better prepared to join online conversations and become social.

Social media monitoring clearly has tangible business benefits and as a result it’s a hot topic. Furthermore, the power and importance of what people are writing online is increasing. The reach an influential blogger can have is extraordinary. And according to Neilsen, consumer recommendations have now become the most powerful form of advertising (78% of people trust customer reviews). As a result companies need to monitor word-of-mouth more than ever.

Using search engines to monitor online conversations

Many online conversations can be accessed with ease and for free using Google or other search engines. Simply using your brand name as a search term, or using keywords that are associated with your brand (eg, for Starbucks you could search for “Starbucks” or “whole bean coffee”) you can find conversations that are related to your brand. Taking that process a step further you can set up Google Alerts so that you get an email when someone mentions your keywords.

However, if you search in this way you’ll probably end up with hundreds of thousands of returned results and a limited number of ways to analyse the data further. You will also get a mixture of professional and user generated content. It is possible to use some free buzz tracking tools to focus on certain areas. For example Omgili and Board Tracker are great ways to search forums. But until Google enters the social media monitoring market, the best way for enterprises to track social media is by using a paid-for tool.

The benefits of using social media monitoring tools

Social media monitoring tools deal with the two problems of searching and analysing the online conversation. The tools use similar web crawling technology to search engines in the way that they read online conversations. However, unlike search engines, the tools clean, de-duplicate and categorise the conversations and then store them in a database.  As our report and future posts will show, some tools do these things better than others.

Social media monitoring tools also allow you to enter search terms into the database so that you can customise the way you view the results. The tools count the conversations that contain your search terms and provide you with the ability to display this information in graphs and charts.  Most tools also allow you to divide by location or media type (eg, Twitter or blogs) and at the cutting edge, some social media monitoring tools provide workflow management process that can help you disseminate conversations within your organisation, others are starting to combine buzz tracking with CRM in a bid to create single-customer-view Social CRM. And there are some tools that allow you to respond to conversations across the web from a single dashboard.

One key feature that marketeers have been most keen on is sentiment analysis.

What is sentiment?

Sentiment is a thought, view, or attitude that is often based more on emotion than reason. In the context of social media monitoring, it is the concept of deciding whether a specific online conversation is positive or negative. This is really useful in helping you determine the themes and topics that are driving both good and bad conversations about your brand.

Sentiment can also allow you to track the overall impact of marketing campaigns or news about your brand. We suspect the main reason people have latched onto sentiment is because it gives the impression that the plethora of web conversations can be summarised in a single number. Businesses love to track numbers and sentiment is often the KPI of choice for social media.

This is dangerous. Sentiment is more nuanced than a single number and using an automated tool to assess how people feel puts too much faith in the today’s software. We don’t believe that the tools on the market have nailed sentiment analysis yet. The tools can be extremely valuable, but it is important to understand their limitations as it is to understand their capabilities.

One piece of advice - it’s not about the bike

The most important thing to bear in mind when choosing a social media monitoring tool is that ongoing human interaction and interpretation are essential to get real value. If there is one mistake that companies are making it’s that they buy into a dashboard expecting insights on a plate. Months later they look back and wonder why the dashboard hasn’t changed their business.

Buzz tracking opens up opportunities for insight, but it is worthless without sufficient people resource and internal processes to act on information.

I am biased. My background is research (FreshMinds, our sister firm, has been twice named UK Research Agency of the Year by the Market Research Society) and we’re not selling a tool. Rather we help companies select the right tool and help them get value out of it on an ongoing basis. But I think you’ll find most of the software vendors will concur that their happiest clients are the ones who have properly resourced the listening effort and invested sufficient time in interpretation, dissemination and action. After all, what’s the point in listening if you never act on what you hear?

The next blog post in our series will be about setting up each of the leading tools to get the most out of them.

Social media monitoring breakfast seminar

We’re also holding a free social media monitoring breakfast seminar on 15th April in London, where we’ll be presenting the findings of our report, as well as giving practical tips and advice about social media monitoring and the best way to analyse results. You can register for the event by clicking on the button below:

Register for Social media monitoring in London, United Kingdom  on Eventbrite

Read the other posts from our social media monitoring review 2010.

Social media for small businesses

Little Flower, Big Shadow
Image by Randy Son Of Robert via Flickr

At FreshNetworks we work with a lot of large brands and organisations, helping them to use social media and online communities to engage their customers, stakeholders and other people. Small businesses often think that they don’t have the resources or the demand for a social media agency or to even need to engage their customers and other online. This is very often not true, in fact more often than not the opposite is the case.

Small businesses can benefit hugely from using social media to engage people online. It can help them to reach people in a very cost effective manner. It can let them have a presence online that is bigger than their size might suggest they are. And it can let them have a voice and share their opinions and knowledge on subjects relevant to their products and services.

We’ve written before about how any business can get started in social media, about the four steps any brand should do when they are getting started in social media:

  • Step One:  Do you know what people are saying about you? Buzz tracking, social media monitoring, the power of understanding who is talking about you where and why, and some great free tools for any brand to use
  • Step Two: What do you want to achieve? Working out your brand’s aims and objectives (and making these measurable) is the single most important factor in a successful social media strategy. Do this before you think about technology.
  • Step Three: Have a go and experiment with social media Once you have clear objectives that are measurable it’s time to get going. Try things out and experiment, but make sure you do them where you know you will have the greatest chance of achieving these aims and engaging the people you want to engage.
  • Step Four: Track and evaluate the success you are having When you are using social media tools it is essential that you are measuring and tracking your performance against these aims. Measurement is critical and assessing the benefit you are having will help you to refine and improve your strategy overall.

The same is true for small businesses, they should know what is being said about them, plan what they want to achieve and then experiment and measure success. Over the next week, we are going to discuss four different tools that small businesses can use. All of them free and all helping in different ways to meet different aims and objectives. From blogging to  Foursquare we’ll give real practical tips on social media for small businesses.

You can read all our posts on social media for small businesses here

Social media measurement and ROI: don’t forget the unexpected

Long Range Binoculars at Westport, Washington
Image by VancityAllie via Flickr

Last week I attended an event on social media measurement and ROI as part of Social Media Week London. There were a lot of issues flying about such as ‘the meaning of ROI’, ‘campaign objectives or strategic objectives’. And some interesting perspectives from the panel on all of these topics and some discussions with the crowd. However one of the more important points discussed  was the use and relevance of objective setting. It was refreshing to take a step back and remember that with all this emphasis on objectives and direct results that we don’t forget that engaging in social media will usually help in ways that you never intended and objective setting can sometimes narrow your focus.

I have personally been working on evaluating some of our 2009 social media engagements, showing how this engagement met the initial objectives that were laid out as the foundations for undertaking the projects. After sifting through a lot of analytics, community data, and online buzz monitoring there were some really good results. The nicer part of this however was looking at some of the data and seeing the impact that a campaign had, that you would never have intended or expected it to.

A community that we have recently launched was set up with a view to strengthen the brand among a younger target audience, become an authority in its category and drive insight through the business. The campaign is doing very well in meeting these objectives, but we have also noticed that we have driven a lot of questions from people abroad and have been able to help international customers feel closer to the business and given them the ability to ask questions that they are restricted in asking due to the lack of stores in their country.

This is one of many examples that I have come across of social media adding value to a business that was never originally forecast or planned. I agree strongly that to make engagement a success and not open your company up to unwanted activity then you have to have clear objectives but make sure that your measurement is not as focussed as your objectives because you will miss out on value that you never intended.