who big data analytics will change the marketing?
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HowBig Data AnalyticsWill change the marketing?
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University of TehranFaculty of Management
Javad Ghasempoor
June 2016
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We Will Have DevicesAssisting Us WithWhenever We Need,Whatever We Do,&Wherever We Go.
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All Of The Touch Points We Use Leave A Trail Of Data That Can Picked Up By Marketing Agencies.
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Big Data: 4VVolume
Is amount of data
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Big Data: 4VVolume100 TB
of data uploaded daily on Facebook!(wikibon.org)
= Space to store 33 million songs
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Big Data: 4VVolume
& Thats just one social platform.
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Big Data: 4VVelocity
Is the speed of information generated.
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Big Data: 4VVelocity40 ZB
of data generated annually by 2020(IDC)
1 Zettabyte = 1 Million Terabytes
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Big Data: 4VVelocity2.8 ZB data generated in 2012
The digital universe will doubleevery two years until 2020
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Big Data: 4VVariety
Comes from a variety of sources,Social media, CRM, sales,Comes in a variety of data types,Structured data, text, image,
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Big Data: 4VVariety
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Big Data: 4VVeracity
Various level of data uncertainty and reliability and truth
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Big Data: 4VVeracity
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If you can turn 4V into Insight !
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Leaders In Data-driven Marketing Are :6 Times More likely to report achieving competitive advantage in increasing profitability (45% vs. 7%)4 Times More likely than laggards in customer retention (74% vs. 13%)3 Times More likely to have increased revenue (55% vs. 20%)Forbes Insight, 2015
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Big Data Marketing
Known as Data-Driven Marketing
Is the process of collecting, analyzing and executing on the insights youve derived from big data to improve marketing.
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Sentiment analysis . Marketing campaign analysis . Customer experience analysis . Network monitoring . Customer churn analysis . Social graph analysis . Detection of influencers and group leaders . Demand forecasting . and much moreApplications of big dataIn Marketing
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Data Sources
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Applications Real Customer Insight
customer behavior
life style, buying pattern
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Applications Real Customer Insight
Networks
and leaders of groups
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Applications Real Customer InsightTargeted Marketing
Promotion for High value Customerstherightofferto therightpersonat therighttimefor therightpriceNo Spray & Pray !
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Applications Real Customer InsightSegmentation based on
consumption volumenumber of buyloyalty
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Applications Real Customer InsightCustomer Lifetime Value
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Applications Real Time AnalysisReal time monitoring customer actions and reactionsAgile testing of ideas, platforms and functionalitiesCampaign effectiveness monitoring
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Applications Real Time AnalysisDemand Forecasting
Identify trends and new business opportunities
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Applications Real Time AnalysisSentiment analysis
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Applications Predictive AnalysisForecast customer future behavior based on similar old customer patterns
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Applications Predictive AnalysisWayne Eckerson,TDWI, 2007
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Applications Predictive AnalysisChurn prediction and retention of customers
Customized offers for high value customers
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Applications Predictive AnalysisChurn prediction and retention of customers
Customized offers for high value customers
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Data Analytics Top Vendors
Forrester, 2015
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Thanks For Your Attention.
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