AT&T’s Journey To Actionability Through Attribution AT&T EG - Marketing ROI Charlie Hinton, AVP - Advance Analytics Anubhavi Gupta, Principal – Advance Analytics October 12, 2017
AT&T’s Journey To Actionability Through Attribution AT&T EG - Marketing ROI
Charlie Hinton, AVP - Advance AnalyticsAnubhavi Gupta, Principal – Advance Analytics
October 12, 2017
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Shifting gears towards true attribution & “Near-real time” optimization
Media Planning
Historical Performance Insights
+ Impact
Near –real time tactical guidance
Marketing ROI
Market Testing
Campaign optimization
Digital Attribution
Budget Optimization
Customer Journey
Media Efficiencies
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Our Solution enables MMM and MTA to work together with integration at customer level
Brand
Product
Media
Holistic & Strategic
Placement Creative
Campaigns Publishers Propensity Scoring& Segmentation
Granular & Tactical
Mixed Media Modeling(MMM)
Multi-Touch Attribution(MTA)
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MTA solution includes propensity to buy, non-addressable drivers and addressable media
Addressable Media Interactions
Multi-Dimensional Customer View
Mass-Media & External Influence
Male Female Family
Purchases Location
TV Radio Magazine
Seasonality Weather Pricing Competition
Mobile
Display
Search
Video
Social
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MTA Solution helps answer granular level questions :
• How do our media tactics interact to drive sales?
• Can we quantify the precise combination of ads that most effectively stimulate sales?
• Which activities generate the most profit (or LTV)?
• How does advertising one product influence purchase of another product?
• Can we drive minute-to-minute allocation decisions?
• AT&T is an agile marketer…. with MTA we can increase agility in advertising …
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The MTA Solution:
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Teamwork is essential piece of MTA Deployment…..
Partnership and Alignment
Internal stakeholders | Analytics partners | Agency partners | Media partners
Time and Resourcing
Commitment to process| Leverage insights for optimization| Training
Validation
Offline & Online data| Match rates| A/B Testing to understand link between macro & micro models