Harvesting insights from social big data at Dell
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Transcript of Harvesting insights from social big data at Dell
Harvesting insights from the social web at Dell
George Sadler Director – BI, Analytics, and Integration Solutions [email protected]
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Conversations are happening… …whether you are listening or not
Copyright 2012 IDC
Some “Predictions” Regarding Market Intelligence of Tomorrow
1. Market Intelligence is quickly coming under the same
Transformational pressure that is sweeping through
IT marketing organizations.
2. The New Buyer is the catalyst and will create a more demanding
New Client for Market Intelligence teams.
3. Weekly or Daily intelligence demands will add to your Quarterly or
Monthly demands.
4. The best Marketing organizations will integrate their MI assets into a
single apparatus:
today’s “traditional” MI with tomorrow’s Social Marketing Intelligence.
5. Disintermediation…MI organizations who do not seize this opportunity
risk being bypassed by their internal clients.
3 Used with permission from IDC – Rich Vancil, Group Vice President – Executive Advisory Strategies
Copyright 2012 IDC
How Mature is YOUR Social Marketing Intelligence ? (IDC’s 2012 Social Marketing Maturity Model)
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People
Enthusiasts emerge
No formal Social
Marketing staff
Process
No strategy
No policies/guidelines
No executive sponsorship
Technology
No formal investment
Impact
Low impact
People
Investment in Social Marketing staff
Investment in training
Greater movement towards widespread use
Process
Corporate level executive sponsorship
Policies and guidelines are in place
Technology
IT is engaged
Investment in socialytics
Impact
Inbound Social Marketing offers intelligence on markets,
prospects, and customers; and assists in product
development
Outbound communications elevate awareness, have
increased impact, and begin to influence buyers
First Listen….
Intelligence is gathered
from listening with
socialytics (social data
analytics applications)
…then Communicate
Communication via
planned campaigns
strengthened by listening
People
Enthusiasts evolve into
evangelists
Collaboration difficult
Process
Pockets of strategy
Little or no formal
processes
Technology
Small budgets
Some automation tools
Rarely supported by IT
Impact
Initial successes help
drive adoption
People
Knowledge sharing culture
Distributed, Centers of
Excellence org structure
Continued investment in
training and staff
Process
Socialytics embedded to
support executive decisions
Social marketing is
embedded in mktg/sales
strategies
Technology
Predictive analytics in use
Continued investment in
tools
Impact
Social Marketing increases
awareness, provides value
(creating loyalty), and
drives leads
Message amplification
Social Marketing ROI is
within reach
Experimenting
Developing
Formal Listening Formal
Communicating
Optimizing
Mark
et
Impact
Social Marketing Maturity LOW
LO
W
HIGH
HIG
H
Used with permission from IDC – Rich Vancil, Group Vice President – Executive Advisory Strategies
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Leading social listening at Dell
• Currently Global Business Manager for Dell Software’s BI, Analytics, and Integration solutions
• Previously Chief Listening Officer (CLO) and Director of Social Media and Customer Insights
• 20+ years in intelligence, customer research, and large-scale data analytics spanning national defense, law enforcement, manufacturing, and technology industries.
• CLO mission: – Own Dell’s global social listening strategy – Manage Dell’s Global Insight Group – Develop innovative methods to derive customer,
competitive, and market insights from social media – Combine Social insights with other traditional
research methods to build a more holistic view of customers and markets
George Sadler Dir – BI, Analytics and Integration
Dell Software Group (DSG) Email: [email protected]
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Listen, Learn, Engage & Act
6 years ago: 4000 posts per day (English)
Today: 25,000 posts per day (English) - Listening in 11 languages 24/7 -
Listening is a full-time commitment at Dell
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Listening is applicable to all of our business
Competitors • Brand affinity • Strengths and
Weaknesses of competitors
• New products or services
• Competitor trends
Market/Industry Insights • Macroeconomics • Market prediction • Evaluation of
companies
Customers • Segment current
customers • Acquire new
customers • Improve customer
service Products • Product
improvement • Product
development
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Tools we use…currently
Clarabridge
Whit.li
Data Processing
Visible
NodeXL
Standard BI tools (Excel, SQL, SAS)
Radian 6
Sprinklr
Appinions Vitrue
Brandwatch
Crimson Hexagon
Listening, Publishing, Engaging, and Analytics
Kred
FlipTop Experian
LexisNexis
DataSift
Data Providers
Dell Software – our analytic foundation
Toad BI Suite Self-serve BI
Kitenga analytics and visualization
SNA Quantifying Advocacy
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Analytic foundation built on Dell Software
• Enabling self-service BI and analytical collaboration
• Leveraging both structured and unstructured content for discovery, analysis and visualization
• Going beyond sentiment to quantify advocacy in ways meaningful to Dell’s business
Social Net Advocacy (SNA)
Toad BI Suite
Kitenga Analytics
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Creating new tools for measuring marketing impact and driving business outcomes • Using advanced statistical models to measure the impact of our business decisions on our brand
• Working with academia to extend these models to new Dell use cases (e.g. NPS)
• Identifying actionable intelligence on customer purchase intent
Brand Health Model
Dell Patent Pending
Lead Scoring
Sit
e v
isit
s
Re
ve
nu
e (
$M
)
Week
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Developing new methods to conduct customer research • Answering questions without asking them and segmenting the responses in ways meaningful to us
• Listening to special communities (medium businesses, manufacturing, Fast Forwards)
• Developing comparable methodologies to traditional customer research approaches
…to do unaided research Segmenting customer conversations in social…
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Customer insights without social is only half the picture
Quantifying social signals to improve brand health statistical models
Listening to segmented “communities of interest” for insights, leads, and influencers
Passive segmentation of social signals for ethnographic and unaided customer research
Benchmarking social research against more traditional methods
How is social listening integrated with market,
competitive and customer research at Dell
Traditional research only
gives you half the picture and
social alone isn’t enough
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Some of our first-year successes…
Identified 27 new product search terms based on how customers talk about products – Increased SEM impressions by 27%
Product use issues identified and addressed in social media earlier than other feedback channels
Embedding social media sentiment analysis into our business management system
Listening to Win8 conversations to influence our product naming, launch and GTM strategy (English, German, French, Spanish, and Chinese)
Value of a Facebook fan is…pick one!
Direct / indirect attribution
Econometric models
Simple DM comparison
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What are we doing today?
Segmenting and understanding our fans
• Combining self-report and unprompted behavioral data
• Passive segmentation via psychographic profiling
Listening to special groups
• Filter voices to align with Dell segmentation models
• Combining insights with CRM analysis
Enhancing market research with social insights
• Using social media for root cause analysis
• Allows business analysts to better predict the future
Monitoring CE and the competition
• Aligning social insights with NPS methodologies
• Looking for emerging technology, plans, and actions
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What is a social profile?
An aggregated summary of a customer’s or potential
customer’s social activity on social networks, both inside
and outside of your company.
TechCenter
Thank you