NCDM2010-Science of Listening-20101215

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Social Media Analytics: The Science of Listening

description

My presentation at NCDM 2010 at 8 AM on 12/15 in Miami, FL.

Transcript of NCDM2010-Science of Listening-20101215

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Social Media Analytics: The Science of Listening

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About Me• John Bastone• SAS Global Product Marketing, Social and Customer

Intelligence• 13 years direct marketing experience• My Contact Channels

– Digital• @johnbastone (personalize the note)• linkedin/in/johnbastone (ditto)• [email protected] (good luck)

– “Old-School”• Say “Hello”

@johnbastone #ncdm2010

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Private

>10,00098%>45,000Core Biz

33$2 Bn20%

Since 1976

Employees worldwide

Global 2000 companies

use SAS

Sites deployed globally

“Business Analytics”

Annual revenue invested in R&D

year-on-year

Revenue Consecutive Years Revenue

Growth

owner

About SAS

@johnbastone #ncdm2010

About SAS

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Agenda

• State of Social Marketing• Science of Listening

– Capture critical sources across social media sites– Content understanding through the power of text analytics– Capitalizing on insights to better insert your business into the

conversation

• Parting thoughts

Today’s Agenda

@johnbastone #ncdm2010

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The Influence of Social Media on the Consumer Buying Process is Stronger than Ever

Social Media is

Impacting Your Brand

Sources: 10th annual Edelman Global Corporate Trust Research, 2009, Bill Jensen, Forrester, Nielsen

• 1.5B people online and 600MM+ using social media monthly around globe.

• Consumers relying on social media and connections to shape buying decisions.

• Public evaluation of brands is impacting business health.

• The real brand sentiment is “out there” in blogs and commentary and that data is doubling every 18 months.

• And the answers and implications of that for your business are in the data…

@johnbastone #ncdm2010

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Social Media Benefits

Source: “The New Conversation: Taking Social Media from Talk to Action”, Harvard Business Review Analytic Services Report, October 2010

What have the three primary benefits that use of social media has brought to your organization?

Job Level: 50% Executive, 29% Management, 21% All OtherRegion: 54% North America; 23% EMEA; 19% Asia

Date Surveyed: July 2010 / Respondents: 2100

@johnbastone #ncdm2010

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Social Media Analytics ChallengesWhich of the following are the three most pressing challenges that your organization currently

faces (or anticipate you’ll face) with regard to social media?

Source: “The New Conversation: Taking Social Media from Talk to Action”, Harvard Business Review Analytic Services Report, October 2010

Job Level: 50% Executive, 29% Management, 21% All OtherRegion: 54% North America; 23% EMEA; 19% Asia

Date Surveyed: July 2010 / Respondents: 2100

@johnbastone #ncdm2010

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Social Media EffectivenessHow effectively do you feel your organization is currently using social media (scale of 1 to 10)?

Source: “The New Conversation: Taking Social Media from Talk to Action”, Harvard Business Review Analytic Services Report, October 2010

Job Level: 50% Executive, 29% Management, 21% All OtherRegion: 54% North America; 23% EMEA; 19% Asia

Date Surveyed: July 2010 / Respondents: 2100

@johnbastone #ncdm2010

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Agenda

• State of Social Marketing• Science of Listening

– Capture critical sources across social media sites– Content understanding through the power of text analytics– Capitalizing on insights to better insert your business into the

conversation

• Parting thoughts

Today’s Agenda

@johnbastone #ncdm2010

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Capture

• The Where• The How• The Why

@johnbastone #ncdm2010

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Capture: “Where”

• Social Networks• Business Networking• Video• Pictures• Blogs/Conversations• Discussion

Boards/Forums

@johnbastone #ncdm2010

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Capture: “How”

@johnbastone #ncdm2010

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Capture: “How” Strategic Framework

Social Data

Customer Service Data

Customer Emails

Internal Data

Call Center Data

Third Party Data Customer

Satisfaction Research

Brand Research

Web Analytics

Benefits: Common lens Leading Indicators Improve Forecasts Augment Lifetime

Customer Value

Behavioral Data

Online Chat

Surveys

@johnbastone #ncdm2010

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Capture: “Why”Align our messaging with the ways customers speak, think, and spend time

Capitalize on positive press / mitigate the negative effects of mass misconceptions

Listen to and engage with customers in a whole new channel

Identify websites or events where an ad or promotion might be favorably received

Better understand the perceived position of our products and services versus the competition

Discover unmet needs and identify product features that consumers love – or hate

Source: “The New Conversation: Taking Social Media from Talk to Action”, Harvard Business Review Analytic Services Report, October 2010

Job Level: 50% Executive, 29% Management, 21% All OtherRegion: 54% North America; 23% EMEA; 19% Asia

Date Surveyed: July 2010 / Respondents: 2100

Which areas are responsible for the development of your social media strategy?

@johnbastone #ncdm2010

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Agenda

• State of Social Marketing• Science of Listening

– Capture critical sources across social media sites– Content understanding through the power of text analytics– Capitalizing on insights to better insert your business into the

conversation

• Parting thoughts

Today’s Agenda

@johnbastone #ncdm2010

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Content

• Categorization– Brands, Topics & Taxonomies

• Analytics– Clustering, Phrase Clouds & Sentiment

• Consumption– Reports, Dashboards & Alerts

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Content: Categorization (Brand/Topics/Taxonomy)

Food Taxonomy

Social Media Analytics Taxonomy

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Content: Analytics (Clustering)• Clustering 101

– Look for all documents containing dialog around “reception”– Look for other “topics” that who a high correlation with that topic

• Adjust taxonomy to include these other topics• Rinse and repeat

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Content: Analytics (Phrase Clouds)

@johnbastone #ncdm2010

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Content: Analytics (Sentiment)

• Correlates Adjectives to Topics of interest

• Determines Tone

• Maps tone to taxonomy

@johnbastone #ncdm2010

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Content: Consumption (Reports)

@johnbastone #ncdm2010

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Content: Consumption (Dashboards)

@johnbastone #ncdm2010

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Content: Consumption (Alerts)

Positive sentiment for blogs down YOY

@johnbastone #ncdm2010

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Agenda

• State of Social Marketing• Science of Listening

– Capture critical sources across social media sites– Content understanding through the power of text analytics– Capitalizing on insights to better insert your business into the

conversation

• Parting thoughts

Today’s Agenda

@johnbastone #ncdm2010

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Capitalizing

• Social Network Analysis• Influence• Customer Service

@johnbastone #ncdm2010

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Capitalizing: Social Network Analysis

• Maps relationships between people• Requires access to connection information• Telco and social media properties

@johnbastone #ncdm2010

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Capitalizing: Influence

• Factors can include:– Followers– Retweets– Mentions– Relevance– Sentiment

@johnbastone #ncdm2010

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Capitalizing: Influence (Influence vs. Followers)

@johnbastone #ncdm2010

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Capitalizing: Influence (Influential Authors)

@johnbastone #ncdm2010

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Capitalizing: Customer Service

• Social as call center channel

@johnbastone #ncdm2010

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Capitalizing: Customer ServiceTrack and Respond in Real Time

@johnbastone #ncdm2010

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Agenda

• State of Social Marketing• Science of Listening

– Capture critical sources across social media sites– Content understanding through the power of text analytics– Capitalizing on insights to better insert your business into the

conversation

• Parting thoughts

Today’s Agenda

@johnbastone #ncdm2010

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Case Study On ROI• Organic Ad Agency

– Consumers engaged in digital touch points 2x likely to test drive

– Modeled social media traffic in a campaign as a predictor of campaign success

– Can now leverage social media chatter as early projection of success or failure of campaign

• Jeep campaign changed mid-stream to show website address longer

@johnbastone #ncdm2010

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Other Ways to Demonstrate ROI• Efficiency gains - # hours saved from having to manually (a) look at social media at

the their source and/or (b) sift through noise of an existing SMA tool• More effectiveness marketing - being able to monitor and make adjustments to

marketing messages / campaigns based on mid-stream monitoring– E.g. identify key phrases that consumers are buzzing about– E.g. see sentiment regarding a campaign or feedback regarding the creative /

message on a microsite• Improved marketing effectiveness by harnessing advocates to deliver your

messages• Improved customer satisfaction (1:1) + customer satisfaction through perceived

“response” on social channels (“they responded to my tweet!! Wow!”)• Decreased risk to viral exposure by identifying influencers / threats + monitoring

implicit issues facing consumers (or issues that are perceived to be negative)

@johnbastone #ncdm2010

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Parting Thoughts• Listen

– Lots of good solutions– Follow the sites– Pay when you know about 70% of what you need

• Learn– Start to organize your listening around areas of your business– Don’t go it alone

• Engage– Get out there!

@johnbastone #ncdm2010

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Additional Information

• sas.com/sma

• @johnbastone

• linkedin.com/in/johnbastone

• Say “Hello”

@johnbastone #ncdm2010

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Questions?

@johnbastone #ncdm2010