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Achieving Better Response Rates with Big Data
Sam Poozhikala, VP, Customer Solutions
Sept 2013
Picture Credentials: http://www.spiral16.com/blog/2010/08/brian-solis-context-king-social-media-monitoring/
Response rate of your marketing initiatives is directly
proportional to the context and the behavior of the recipient
(Yes, the content also matters!)
So, how can you make sure that the content is targeted to the
context and behavior of your target audience?
Fact
Let us start with
My Profile = Context
I don’t like a product = Context
I attend an event = Context
I am Promoted = Context
I am looking to hire = Context
I changed my job = Context
I follow someone or something –
Context
………………………………..
Picture Credentials: http://www.spiral16.com/blog/2010/08/brian-solis-context-king-social-media-monitoring/
Data to Context
Contac
t
Behavior
Compan
y
Contex
t
Product
s
Socia
l
Blog
s
We
b
Compet
ition
….
You or Your
Organization
So, Why Big Data?
 Social (Internet) Data Is Unstructured [Variety]
 Generated 24 X 7 [Volume, Velocity]
 Your Data [Variety]
 Quantify
 Predict
 Identify
 Cleanse and Standardize
• Text mining
• Relationship Analysis
• Schema-less architecture
• Predictive Analytics
• Open Source
• Fast
Micro-Segment
Example – Identifying Roles in Buying
Example – Identifying how aligned is a buyer to you/ your products
Summary
• Response rate can increase exponentially with micro-segmenting
• Micro-segmenting can be determined by the social assets of the
prospect
• Understanding the social asset is called context
• This context need to be quantified in order to relate and compare
• Big Data technologies make it possible to quantify the social context in
quick time

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Big data driven marketing SES 2013 (Sept 12)

  • 1. Achieving Better Response Rates with Big Data Sam Poozhikala, VP, Customer Solutions Sept 2013
  • 2. Picture Credentials: http://www.spiral16.com/blog/2010/08/brian-solis-context-king-social-media-monitoring/ Response rate of your marketing initiatives is directly proportional to the context and the behavior of the recipient (Yes, the content also matters!) So, how can you make sure that the content is targeted to the context and behavior of your target audience? Fact
  • 3. Let us start with My Profile = Context I don’t like a product = Context I attend an event = Context I am Promoted = Context I am looking to hire = Context I changed my job = Context I follow someone or something – Context ……………………………….. Picture Credentials: http://www.spiral16.com/blog/2010/08/brian-solis-context-king-social-media-monitoring/
  • 5. So, Why Big Data?  Social (Internet) Data Is Unstructured [Variety]  Generated 24 X 7 [Volume, Velocity]  Your Data [Variety]  Quantify  Predict  Identify  Cleanse and Standardize • Text mining • Relationship Analysis • Schema-less architecture • Predictive Analytics • Open Source • Fast Micro-Segment
  • 6. Example – Identifying Roles in Buying
  • 7. Example – Identifying how aligned is a buyer to you/ your products
  • 8. Summary • Response rate can increase exponentially with micro-segmenting • Micro-segmenting can be determined by the social assets of the prospect • Understanding the social asset is called context • This context need to be quantified in order to relate and compare • Big Data technologies make it possible to quantify the social context in quick time