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Posts Tagged ‘data mining’

Marketing Data: Using predictive analytics to make sense of big data

December 21st, 2012

One buzz word/phrase that became very popular in business circles this year was “big data.” And, even though the term is trendy and probably overused, the overall concept has major implications for marketers.

Marketers are awash in campaign data, more so now than ever before. Email marketing campaigns produce data about open rates, clickthroughs, unsubcribes, and more. Visitor activity on company websites can be tracked, and in the case of registered users or leads flagged for scoring, that activity is not only tracked but also attributed to a particular individual.

Elements tracked can include the website visit itself and activities such as downloading Web content or watching embedded video. That tracking can get pretty granular, such as combining a series of website activities, or exactly where in an embedded video the viewer stopped the playback.

Taken as discrete pieces, all these data points are essentially meaningless. Taken together, they can provide insight into the tracked individual. Furthermore, subjected to deeper analysis, they can provide insight into what the most promising prospect or customer with the most long-term value looks like for the company.

This is where predictive analytics come into play. To provide more insight into predictive analytics and big data, I interviewed Omer Artun, CEO and founder of AgilOne, a cloud-based predictive marketing intelligence company. Omer also has an academic background in pattern recognition, data mining and complex systems.

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B2B Social Media: 4 steps to get your listening dashboard started

September 18th, 2012

The Internet has a wealth of free, public information that could help you uncover sales leads, get closer access to industry influencers, monitor your competition, and curate news for content marketing.

One way to tap into this wealth of data is with a listening dashboard. At one of the roundtables recently held during the B2B Summit 2012 in Orlando, Nancy Chou, Senior Director of Customer Success, LeadFormix, shared a presentation on how B2B marketers could use social media to generate leads by creating a “listening dashboard.”

 

What is a “listening dashboard”?

A listening dashboard is ultimately a customer intelligence gathering strategy that consists of collecting and combining together smaller pieces of information to produce a larger and more insightful picture of a given topic, brand or prospect.

Here are some of the benefits Nancy listed that a listening dashboard can offer:

  • Hear what people are saying, and uncover sales leads whenever people discuss relevant keywords
  • Gain closer access to the industry influencers through the article and blog posts they write
  • Monitor your competition, gather sales intelligence and beat your competition by following discussions in real time
  • Share fresh news and content from industry thought leaders with prospects and customers

 

How to set up a listening dashboard

If you’re interested in building your own listening dashboard, Nancy provided four steps for building a listening dashboard for free:

  1. Create a list of the RSS feeds you typically read
  2. Gather additional newsfeeds on specific keywords using sites like alltop for newsfeeds and technorati or Google blog search to gather blogs written by industry thought leaders or topics of interest
  3. Start following influential people on Twitter using search engines like listorious and wefollow that categorize Twitter users by keyword
  4. Set up a Google Alerts account to be notified whenever a keyword, industry topic, competitor or thought leader releases new content

The steps above will get you started; however, if you need more sophisticated social media monitoring and tracking services, fee-based tracking tools are available.

 

Related Resources:

How IntraLinks Used Social Media to Generate Twice as Many Sales-ready Leads as Any Other Channel

B2B Lead Generation: 6 social media tactics from 7 experts

Social Media Marketing: 9 tactics for B2B social channel advertising

B2B Social Marketing: 4 ways to build one-to-one relationships with social influencers

Lead Nurturing: 5 tips for creating relevant content

September 13th, 2012

Attempting lead nurturing without strong content is like hosting a Monsters of Rock show during a power outage.

The results will be disappointing.

That’s because effective content is the power behind lead nurturing success, insist Toby Murdock, CEO and Co-founder, Kapost, and Chris Baggott, Chairman and Co-founder, Compendium.

Both companies are content software providers, and both leaders recently spoke about the value of content marketing: Murdock at Marketo’s Social Marketing Rockstar Tour, and Baggott at the MarketingSherpa B2B Summit 2012.

“The Internet has put buyers in control,” says Murdock. “Seventy percent of the buying is completed before Sales is contacted.”

What that means, he went on to explain, is that Marketing now has the greatest responsibility for guiding those opportunities through the sales cycle. However, traditional advertising methods no longer help leads move forward.

“The average clickthrough rate on paid Internet advertising is .01%,” he points out.

Baggott contrasts this with clickthrough rates on content that is meaningful to prospects. He provides an example: creating content that speaks directly to prospects’ needs and has strong calls-to-action.

“When we do this, we see clickthrough rates that exceed 20%,” he points out; it’s an observation they’ve made working with hundreds of clients.

“I click through because I am very motivated. I see something that will help me; I look at the content and say, ‘Yeah, these people get me.’ When you have a need and the content meets it, you’re very eager to move forward,” he explains.

Instead of pushing products or services, pull the right prospects through by providing information, ideas and solutions that will help them, advise Baggott and Murdock. (It will also help you rank high in search engines.) This is the essence of relevance, and without it, everything you consider content is just more advertising, they insist.

They offer these tips to create content with the power to move beyond advertising into relevancy:

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Social Media Marketing: Data mining Twitter for trends, sentiment and influencers

August 21st, 2012

Data collection and analysis is a topic near and dear to most digital marketers’ hearts. Social media interaction is another topic that fits the same bill. What happens when you combine data mining with links shared on a social platform? Measurable and actionable insight that can inform your marketing planning and tactics.

Rishab Aiyer Ghosh, co-founder and Chief Scientist of Topsy Labs, took the time to explain to MarketingSherpa how marketers can mine Twitter for links, hashtags and topics to learn more about influencers, trending subjects and how your brand is perceived.

Data collection and mining is Topsy’s core business, and Rishab shares the types of data that marketers should be tracking on Twitter and what marketers can, and should, be doing with this social media information.

Eddie Smith, Chief Revenue Officer, Topsy Labs, will speak on this topic at the upcoming MarketingSherpa B2B Summit, August 27-30 in Orlando.

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