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SOCIAL MARKETING ANALYTICS: A New Framework for Measuring Results in Social Media @johnlovett @jowyang #SocialAnalytics Thursday, June 10, 2010

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Page 1: Social marketing analytics

SOCIAL MARKETING ANALYTICS: A New Framework for Measuring Results in Social Media

@johnlovett @jowyang#SocialAnalytics

Thursday, June 10, 2010

Page 2: Social marketing analytics

ABOUT THIS RESEARCH

• A Collaborative Effort

• Our Methodology

• A Nod To Open Research

2

Thursday, June 10, 2010

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SPECIAL THANKS TO...

• Our co-authors– Charlene Li, Eric T. Peterson, Christine Tran

• Our Ecosystem Contributors– Lisa Barone, Connie Benson, David Berkowitz, Blake Cahill, Adam Coomes,

Monica Cordina, Bill Gassman, Jascha Kaykas-Wolff, Rob Key, Justin Kistner, Scott Lake, Matt Langie, Alex Mann, Louis Marascio, John McCory, Aaron Neumann, Katie Delahaye Paine, Sean Power, Chris Ramsey, Boaz Ronkin, Shiv Singh, R “Ray” Wang, Alan Webber, Jennifer Zeszut

– Alterian SM2, Biz360, Cymfony, Lithium, Omniture, Radian6, Scout Labs, Social Radar StatsIT, SWIX, Trackur, Trendrr, LugIron, Visible Technologies, Webtrends

3

Thursday, June 10, 2010

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THE CONVERSATION HAS SHIFTED OFF DOMAIN

4

Source: Pew Resource Center’s Internet and American Life Project , October 8, 2009

Thursday, June 10, 2010

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FACEBOOK IS THE SECOND BIGGEST SITE IN US

5

Source: : Compete.com , January 2010

Thursday, June 10, 2010

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50 MILLION TWEETS A DAY ON TWITTER

6

Source: TwiGer, February 22, 2010

Thursday, June 10, 2010

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COMPANIES ARE CONFUSED

7

Source: hGp://www.engagementdb.com

Thursday, June 10, 2010

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THE BIG SOCIAL EXPERIMENT

• Many companies are stumbling blindly into social media marketing without a measurement strategy in place

8

Thursday, June 10, 2010

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THE NUMBERS ARE TELLING...

• “While 2009 may have been a “trial” run for many brands and social media, in 2010, CMOs expect social initiatives to directly impact their bottom lines, without exception.”

• “CMOs reported that 64% of them would increase their social media budgets within the next year.”

• In 2009, 89% of CMOs tracked social media's impact by using standard metrics such as site traffic, pageviews, and number of fans.

9

Source: BazaarVoice “CMOs Plan for Higher Social Media Measurability in 2010” December 8, 2009

Thursday, June 10, 2010

Page 10: Social marketing analytics

...STILL MARKETERS ARE PERPLEXED

• Social media vendors and platforms are proliferating at an astounding rate

• Solutions exist for every channel

• A multitude of choice creates confusion

10

Thursday, June 10, 2010

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11

Thursday, June 10, 2010

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Thursday, June 10, 2010

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THE BIG PAYOFF IS ELUSIVE

13

Thursday, June 10, 2010

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THE MARKETING FUNNEL

14

SOCIAL

NETWORKS

COMPANY

SITE

Prospects interact in

social networks

Customers interact

on company sites

Advocates may have a

dedicated community

Thursday, June 10, 2010

Page 15: Social marketing analytics

The vast majority of businesses tracking social media today are using the wrong

metrics!

It’s time for a new Social Media Measurement standard.

15

Thursday, June 10, 2010

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INTRODUCING...

Social Marketing Analytics is the discipline that helps companies measure, assess and explain the performance of social media initiatives in the context of specific business objectives.

16

Thursday, June 10, 2010

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THE DISCIPLINE INCLUDES A FRAMEWORK

17

Social !

Marketing!

Goals!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!KPI!

Thursday, June 10, 2010

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BEGIN WITH AN INSIDE-OUT STRATEGY

18

Thursday, June 10, 2010

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THE SMA STRATEGY IN PRACTICE

19

Corporate Goals

Business Objectives

Measures of Success

Operational Tactics

Thursday, June 10, 2010

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THE SMA STRATEGY: GOALS

• Corporate Goals = Vision

• Understand, embrace & support• Socialize goals widely• Leverage motivating factors

20

Thursday, June 10, 2010

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THE SMA STRATEGY: OBJECTIVES

• Business Objectives = Strategy

• Foster Dialog• Promote Advocacy• Facilitate Support• Spur Innovation

21

Thursday, June 10, 2010

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THE SMA STRATEGY: MEASURES

•Measures of Success = Management

• Key Performance Indicators…• Provide context• Set expectations• Mandate actions

22

Thursday, June 10, 2010

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THE SMA STRATEGY: TACTICS

•Operational Tactics = Execution

• Specific campaigns• Channel preferences• Closed loop feedback

23

Thursday, June 10, 2010

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USE A MEASUREMENT FRAMEWORK

24

Thursday, June 10, 2010

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MARKETERS NEED A FRAMEWORK

• A pragmatic approach using metrics derived from sound business objectives

• Minimizes confusion about the value of social marketing efforts

• And delivers tangible results

25

Thursday, June 10, 2010

Page 26: Social marketing analytics

THE FRAMEWORK BEGINS WITH GOALS

26

Social !

Marketing!

Goals!

Thursday, June 10, 2010

Page 27: Social marketing analytics

Social !

Marketing!

Goals!

...FROM GOALS STEM OBJECTIVES

27

Business Objective!

Business Objective!

Business Objective!

Business Objective!

Thursday, June 10, 2010

Page 28: Social marketing analytics

...THEN MEASURES OF SUCCESS

28

Social !

Marketing!

Goals!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!KPI!

Thursday, June 10, 2010

Page 29: Social marketing analytics

AND FINALLY EXECUTION

29

Social !

Marketing!

Goals!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!KPI!

Thursday, June 10, 2010

Page 30: Social marketing analytics

A SOCIAL MARKETING EXAMPLE...

30

• Goal

• Objective

• Measures

• Tactics

Share

of Voice!

Foster Dialog!

Audience Engage-

ment!

Conversa-

tion Reach!

Driving Consideration

Thursday, June 10, 2010

Page 31: Social marketing analytics

DIALOG TRUMPS SPONSORSHIP

31

Thursday, June 10, 2010

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DIALOG REQUIRES…

• Building awareness by initiating the conversation

• Engaging with individuals to determine their response to ideas, thoughts, products and activities generated by the organization

• Responding to individuals on behalf of the brand through genuine interactions

32

Thursday, June 10, 2010

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Foster Dialog

Conversa- tion Reach

Audience Engage-

mentShare of

Voice

Strategy

Managem

entExecution

Granular Metrics

Thursday, June 10, 2010

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DIALOG KPIS IN ACTION• Share of Voice:

• Audience Engagement:

• Conversation Reach:–

34

!"#$%&'(&

)'*+%& !!

!

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! 8 !9:$#(!+;!<+*=(

!"#$%&'%(

)&*+*%,%&-( !!

!

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= !6784%&/%!9&:,:%$%&'

!"#$%&'()"#*

+%(,-* !!

!

!"#$%&!'(#)&(!'%*$+,+)%$+-.!"#$%&!/01+(-,(!23)#40*(

= !5#-6(*4%$+#-!7(%,8

Thursday, June 10, 2010

Page 35: Social marketing analytics

IF I WERE AT NIKE...

35

Share of Voice

Conversation Reach

Audience Engagement

Thursday, June 10, 2010

Page 36: Social marketing analytics

ADVOCACY IN A SOCIAL WORLD

36

Thursday, June 10, 2010

Page 37: Social marketing analytics

ADVOCACY REQUIRES…

• Encouraging word of mouth activity by promoting and endorsing conversations shared by individuals

• Developing relationships with individuals who have an affinity towards the brand

• Nurturing existing relationships with customers as a proven method of building advocacy within an easily identified segment

37

Thursday, June 10, 2010

Page 38: Social marketing analytics

Promote Advocacy

Advocacy Impact

Advocate Influence

Active Advocates

Granular M

etrics

Strate

gy

Management

Executio

n

Thursday, June 10, 2010

Page 39: Social marketing analytics

ADVOCACY KPIS IN ACTION• Active Advocates:

• Advocate Influence:

• Advocacy Impact:–

39

!"#$%&

!'$(")*%+& !!

!

!"!#$!%&'()*!%+)#&,'*-!./0(1!2,-'!34!+,5-6!7#',8!%+)#&,'*-

= !%&'()*!%+)#&,'*-

!"#$%&'()

*+,-(+%() !!

!

!"#$%&'!()*+,-.'/0!1#23&'#,'!!4+.-3!()*+,-.'!1#23&'#,'

= !()*+,-.'!1#23&'#,'

!"#$%&%'(

)*+&%,( !!

!

!"#$%&'!()!*+,(-.-/!0'1,&2!3(2,&'41(24!!5(6.7!8(7#$&!()!*+,(-.-/!5'.))1-

= !*+,(-.-/!9$:.-6

Thursday, June 10, 2010

Page 40: Social marketing analytics

IF I WERE AT THE NATIONAL BREAST CANCER AWARENESS FOUNDATION...

40

Active Advocates

Advocacy Impact

Advocate Influence

Thursday, June 10, 2010

Page 41: Social marketing analytics

SUPPORT GOES SOCIAL

Thursday, June 10, 2010

Page 42: Social marketing analytics

SUPPORT REQUIRES…

• Resolving service issues through social media channels via direct company response and crowd-sourcing alternatives

• Expediting issue resolution with quality and integrity

• Elevate satisfaction through flexible support options

42

Thursday, June 10, 2010

Page 43: Social marketing analytics

Facilitate Support

Resolution Time

Satisfaction Score

Resolution Rate

Granular Metrics

StrategyManagem

ent

ExecutionThursday, June 10, 2010

Page 44: Social marketing analytics

SUPPORT KPIS IN ACTION• Social Media Issue Resolution Rate:

• Resolution Time:

• Customer Satisfaction Score:–

44

!""#$%

&$"'(#)'*%

&+,$%!!

!

!"#$%&!'!())*+)!,+)#&-+.!/%$0)1%2$#30&4!"#$%&!'!/+3-02+!())*+)!

= !())*+!,+)#&*$0#5!,%$+

!"#$%&'$()

*+,") !!

!

!"#$%&!'()*+,-!./01#(0/!"+2/!"#$%&!3!4/,5+6/!'()*+,+/0!

= !./0#&*$+#(!"+2/

!"#$%"&#'()

!&'*+) !!

!

!"#$%&'()!*((+,-./!0123#%!45!65!"77728!499!"#$%&'()!*((+,-./!

= !:-%1$;-.%1&2!:.&)(

Thursday, June 10, 2010

Page 45: Social marketing analytics

IF I WERE AT BEST BUY...

45

Issue Resolution

Rate

Satisfaction Score

Resolution Time

Thursday, June 10, 2010

Page 46: Social marketing analytics

CROWDSOURCING INNOVATION

46

Thursday, June 10, 2010

Page 47: Social marketing analytics

INNOVATION REQUIRES…

• Gathering customer insights via social media channels with a clear mission of identifying market needs and service opportunities

• Processing ideas and community feedback as a means to drive products and services requires receptive product managers

• Delivering new products and services to the market with credit and acknowledgement to customers

47

Thursday, June 10, 2010

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Spur Innovation

Topic Trends

Sentiment Ratio

Idea Impact

StrategyM

anagement

Execution

Gra

nula

r M

etric

s

Thursday, June 10, 2010

Page 49: Social marketing analytics

INNOVATION KPIS IN ACTION• Topic Trends:

• Sentiment Ratio:

• Idea Impact:–

49

!"#$%&

!'()*+& !!

!

!"!#$!%&'()$)(!*#&)(!+',-)#,.!/00!*#&)(!+',-)#,.!

= !*#&)(!*1',2.

!"#$%"#&'

()$*' !!

!

!"#$%&%'(! ) !*(+&,-.! ) !*(/-&%'(!0,-12!3(1&%#1$!

4..!0,-12!3(1&%#1$!= !5(1&%6(1&!7-&%#

!"#$%%

!&'$()% !!

!

!"!#$!%#&'(')*!+#,)*-&.('#,&/!01.-*&/!2*,('#,&!3#(.4!56*.!+#,)*-&.('#,&/!01.-*&/!2*,('#,&!

= !56*.!578.9(

Thursday, June 10, 2010

Page 50: Social marketing analytics

IF I WERE AT DELL...

50

Topic Trends

Idea Impact

Sentiment Rate

Thursday, June 10, 2010

Page 51: Social marketing analytics

THE FRAMEWORK IS A PROCESS

51

Social !

Marketing!

Goals!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!

KPI!

Business Objective!

KPI!

KPI!KPI!

Thursday, June 10, 2010

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WHAT ABOUT THE VENDORS???

52

Thursday, June 10, 2010

Page 53: Social marketing analytics

Business Objective Key Performance Indicator Vendors to Watch

Foster Dialog

Share of VoiceAlterian SM2, Radian6, Scout Labs, Statsit, Trendrr, Visible Technologies

Foster Dialog Audience EngagementCoremetrics, Webtrends, Radian6, Scout Labs, Converseon, Filtrbox (Jive), Visible Technologies

Foster Dialog

Conversation ReachAlterian SM2, Radian6, Scout Labs, Social Radar, Statsit, SWIX, Trendrr, Visible Technologies

Promote Advocacy

Active Advocates Biz360, Filtrbox (Jive), Radian6

Promote Advocacy Advocate InfluenceCymfony, Filtrbox (Jive), Radian6, Razorfish (SIM Score), Telligent, Twitalyzer, Visible TechnologiesPromote Advocacy

Advocacy ImpactCoremetrics, Omniture, Webtrends, SWIX, Telligent

Facilitate Support

Resolution RateFiltrbox (Jive), RightNow Technologies, Salesforce.com, Telligent

Facilitate Support Resolution TimeFiltrbox (Jive), RightNow Technologies, Salesforce.com, TelligentFacilitate Support

Satisfaction ScoreForeSee Results, iPerceptions, Kampyle, OpinionLab

Spur Innovation

Topic TrendsAlterian SM2, Cymfony, Filtrbox (Jive), Radian6, Scout Labs, Social Mention, Social Radar, Trendrr, Visible Technologies

Spur Innovation Sentiment RatioAlterian SM2, Converseon, Cymfony, Filtrbox (Jive), Radian6, Scout Labs, Social Radar, Trendrr, Visible Technologies

Spur Innovation

Idea ImpactBiz360, Cymfony, Filtrbox (Jive), LugIron, Radian6, Scout Labs, Visible Technologies

Thursday, June 10, 2010

Page 54: Social marketing analytics

VENDORS ARE A MANDATORY COMPONENT• The perfect social media measurement vendor

does not exist

• Existing vendors shine at listening, sentiment and trending conversations

• Technologies can facilitate data collection in diverse social media, but there are no silver bullets

54

Thursday, June 10, 2010

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WHAT ABOUT THE CHANNELS???

55

Thursday, June 10, 2010

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SPECIFIC CHANNELS ARE SECONDARY TO STRATEGY• Find your audience, wherever they may be

• Recognize influence above the noise

• Promote advocacy and leverage your people

56

Thursday, June 10, 2010

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A NEW SOCIAL MEDIA MEASUREMENT PLAYBOOK IS MANDATORY• Measure based on specific business objectives

• Use Key Performance Indicators to Become a Measurement Hero

• Adopt the Social Marketing Analytics Framework and make it your own

57

Thursday, June 10, 2010

Page 58: Social marketing analytics

YOUR PRESCRIPTION FOR MEASUREMENT

1. Follow the process: Vision>Objectives>Measurement>Tactics

2. Know that not all channels are equal

3. Define requirements first; then select vendors

4. Develop your social media measurement playbook

5. Make our measurement framework your own

58

Thursday, June 10, 2010

Page 59: Social marketing analytics

DON’T BE THIS GUY, OKAY?DON’T BE THIS GUY, OKAY?

Thursday, June 10, 2010

Page 60: Social marketing analytics

Thursday, June 10, 2010

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WANT TO LEARN MORE?

61

Thursday, June 10, 2010

Page 62: Social marketing analytics

John Lovett, CWASenior Partner, Web Analytics [email protected]://john.webanalyticsdemystified.com@johnlovett

Jeremiah OwyangPartner, Altimeter [email protected]/blog@jowyang

QUESTIONS?

Thursday, June 10, 2010