HOW
Artificial Intelligence
IS IMPACTING
Marketing
TODAY
&
How Smart Marketers can Prepare for Tomorrow
©2019 • Mark Osborne • Ten Truths Marketing, Inc.
THE MACHINES ARE HERE!
$82B of Amazon Revenue is Driven by AI
270% Growth in Company Usage Past 4 years
77% of Consumers use AI Daily
Citations:
it’s a good thing
How AI is Impacting Marketing Today & Tomorrow
•What is Artificial Intelligence / Machine
Learning?
•Why does it matter to Marketers?
•How can you prepare and take advantage
of the opportunity?
© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● Page 5
Your Guide to AI in Marketing
Mark Osborne
• AdAge “Marketing Technology
Trailblazer”
• VP Client Success at Forrester’s
“Breakout Vendor” in Measurement
and Optimization
• Digital Analytics Association
LA Chapter Co-Chair
• iab Certified “Digital Data Solutions”
Page 6© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
How AI is Impacting Marketing Today & Tomorrow
• What is Artificial Intelligence / Machine Learning?
• Why does it Matter to Marketers?
• How can you prepare and take advantage of the
Opportunity?
Page 7© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●Part 1: What is AI?
What is Artificial Intelligence?
• A new capability, to answer more interesting questions, with more
information, FASTER
• A natural evolution of tools
Page 8© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Data
Management
Applying
Rules
Human
Models
Machine
Models
Real Time
Actions
Learning
Models
Part 1: What is AI?
Different Types of Artificial Intelligence
Page 9Part 1: What is AI? © 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Natural Language Processing
(NLP)
Understand social sentiment
and respond “Chatbots”
Image Processing
Recognize faces, emotions,
products in pictures and video
Machine Learning (ML)
Analyze Big Data to find
patterns humans can’t
Machine Learning in Practice
Page 10Part 1: What is AI? © 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Supervised
Human provides examples for
machine to match
Unsupervised
Machine finds patterns based
on targets “lookalikes”
Reinforced
Machine learns over time
based on goals and rewards
Part 1: What is AI?
Machine Learning in Practice
Machines can handled lots of Attributes…
Gender, Age, Income, Previous Purchases, Time, Geo, Keyword
…with lots of options…
Male / Female / Unknown, 0-100, $0-$Millions, 0- infinite, etc.
VERY Quickly
With NO ERRORS
Page 11© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Part 1: What is AI?
Human vs Machine Strengths
Page 12© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Humans Machines
Reason Data Size
Empathy Speed
Ideation Repetition
Part 1: What is AI?
AI & Machine Learning Topics to explore
• Decision Trees / Random Forest
• Bootstrap Aggregation “Bagging”
• Follow the Regulated Leader (FTRL)
• Neural Nets
• Deep Learning
Page 13© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
How AI is Impacting Marketing Today & Tomorrow
• What is Artificial Intelligence / Machine Learning?
• Why does it Matter to Marketers?
• How can you prepare and take advantage of the
Opportunity?
Page 14© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●Part 2: Why does AI matter?
Part 2: Why does AI matter?
Brands need AI to win customers
• Modern Customers expect HYPER-RELEVANCY from brands – the most
Relevant message wins hearts and minds
• Without DATA, marketers cannot be relevant, because they can’t
differentiate individuals, their needs, and their context
• The volume, velocity, and variability of modern customer data demands
TECHNOLOGY to capture, manage, and activate
• Customer journeys have accelerated, marketers need SPEED to adapt to
changing consumer contexts in real time
• Intelligent, timely interactions are impossible without PREDICTIVE
analytics and AUTOMATION technology
Page 15© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Part 2: Why does AI matter?
Tools Change STRATEGY Does Not
Marketing Strategy = STP
• Segmentation: AI powers new approaches to segmenting customers
finding non-intuitive groupings using more attributes than previously
possible.
• Targeting: AI enables better analytical models for media performance
and optimization to better performing placements faster while
running A/B tests against different segments etc.
• Positioning: AI supports creative insights from a better understanding
of customers and robust testing of creative executions.
Page 16© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Part 2: Why does AI matter?
Business Applications of AI Worldwide
• Predictive Analytics | 26%
• Customer Service | 21%
• Customer Insight | 18%
• Personalization | 17%
• Pricing and Promotion | 13%
• Social Engagement | 12%
Page 17© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Part 2: Why does AI matter?
Marketer Applications of AI in UK, US, and
Canada
Page 18© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Similar to overall…
• Predictive Analytics
• Advertising
• Personalization
…lead the pack
Part 2: Why does AI matter?
AI’s impact on Advertising
Page 19© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
• Media Buying
• Creative Testing
• Personalization
Part 2: Why does AI matter?
Common Applications of AI in Marketing
Page 20© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
• Analyzing Data
• Email Campiagns
• Creative Work
• Advertising
• Automation
• Personalization
21
How AI is Impacting Marketing Today & Tomorrow
• What is Artificial Intelligence / Machine Learning?
• Why does it Matter to Marketers?
• How can you prepare and take advantage of the
Opportunity?
Page 22© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●Part 3: How to Prepare?
Part 3: How to Prepare?
How do you want to fit in?
Today’s Data Scientist Recipe = Equal parts Programmer and Statistician with
a liberal serving of Business Acumen.
• Future Trend 1: “Rise of the Citizen Coder” drag and drop interfaces will
make it easier for non-programmers to query large data-sets.
• Future Trend 2: “Off the Shelf Analytics” large code libraries in Python, R,
and other statistical packages make it easier for non-statisticians to apply
sophisticated analytics without building them from scratch.
• Future Trend 3: “Smart is the new black” understanding how to structure
data-driven decisions will always be important for interacting with data,
artificial intelligence, and learning machines.
Page 23© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Part 3: How to Prepare?
Learning and Practice Opportunities
Page 24© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
Bringing it all together | My Examples
Page 25Summary © 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
26
Questions?
Thank You
Mark@TenTruthsMarketing.com
www.linkedin.com/in/remarkablemark/
@re_mark_able
© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc.
28

How Artificial Intelligence is Impacting Marketing Today and How Smart Marketers can Prepare for Tomorrow

  • 1.
    HOW Artificial Intelligence IS IMPACTING Marketing TODAY & HowSmart Marketers can Prepare for Tomorrow ©2019 • Mark Osborne • Ten Truths Marketing, Inc.
  • 3.
    THE MACHINES AREHERE! $82B of Amazon Revenue is Driven by AI 270% Growth in Company Usage Past 4 years 77% of Consumers use AI Daily Citations:
  • 4.
  • 5.
    How AI isImpacting Marketing Today & Tomorrow •What is Artificial Intelligence / Machine Learning? •Why does it matter to Marketers? •How can you prepare and take advantage of the opportunity? © 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● Page 5
  • 6.
    Your Guide toAI in Marketing Mark Osborne • AdAge “Marketing Technology Trailblazer” • VP Client Success at Forrester’s “Breakout Vendor” in Measurement and Optimization • Digital Analytics Association LA Chapter Co-Chair • iab Certified “Digital Data Solutions” Page 6© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 7.
    How AI isImpacting Marketing Today & Tomorrow • What is Artificial Intelligence / Machine Learning? • Why does it Matter to Marketers? • How can you prepare and take advantage of the Opportunity? Page 7© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●Part 1: What is AI?
  • 8.
    What is ArtificialIntelligence? • A new capability, to answer more interesting questions, with more information, FASTER • A natural evolution of tools Page 8© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● Data Management Applying Rules Human Models Machine Models Real Time Actions Learning Models Part 1: What is AI?
  • 9.
    Different Types ofArtificial Intelligence Page 9Part 1: What is AI? © 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● Natural Language Processing (NLP) Understand social sentiment and respond “Chatbots” Image Processing Recognize faces, emotions, products in pictures and video Machine Learning (ML) Analyze Big Data to find patterns humans can’t
  • 10.
    Machine Learning inPractice Page 10Part 1: What is AI? © 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● Supervised Human provides examples for machine to match Unsupervised Machine finds patterns based on targets “lookalikes” Reinforced Machine learns over time based on goals and rewards
  • 11.
    Part 1: Whatis AI? Machine Learning in Practice Machines can handled lots of Attributes… Gender, Age, Income, Previous Purchases, Time, Geo, Keyword …with lots of options… Male / Female / Unknown, 0-100, $0-$Millions, 0- infinite, etc. VERY Quickly With NO ERRORS Page 11© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 12.
    Part 1: Whatis AI? Human vs Machine Strengths Page 12© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● Humans Machines Reason Data Size Empathy Speed Ideation Repetition
  • 13.
    Part 1: Whatis AI? AI & Machine Learning Topics to explore • Decision Trees / Random Forest • Bootstrap Aggregation “Bagging” • Follow the Regulated Leader (FTRL) • Neural Nets • Deep Learning Page 13© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 14.
    How AI isImpacting Marketing Today & Tomorrow • What is Artificial Intelligence / Machine Learning? • Why does it Matter to Marketers? • How can you prepare and take advantage of the Opportunity? Page 14© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●Part 2: Why does AI matter?
  • 15.
    Part 2: Whydoes AI matter? Brands need AI to win customers • Modern Customers expect HYPER-RELEVANCY from brands – the most Relevant message wins hearts and minds • Without DATA, marketers cannot be relevant, because they can’t differentiate individuals, their needs, and their context • The volume, velocity, and variability of modern customer data demands TECHNOLOGY to capture, manage, and activate • Customer journeys have accelerated, marketers need SPEED to adapt to changing consumer contexts in real time • Intelligent, timely interactions are impossible without PREDICTIVE analytics and AUTOMATION technology Page 15© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 16.
    Part 2: Whydoes AI matter? Tools Change STRATEGY Does Not Marketing Strategy = STP • Segmentation: AI powers new approaches to segmenting customers finding non-intuitive groupings using more attributes than previously possible. • Targeting: AI enables better analytical models for media performance and optimization to better performing placements faster while running A/B tests against different segments etc. • Positioning: AI supports creative insights from a better understanding of customers and robust testing of creative executions. Page 16© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 17.
    Part 2: Whydoes AI matter? Business Applications of AI Worldwide • Predictive Analytics | 26% • Customer Service | 21% • Customer Insight | 18% • Personalization | 17% • Pricing and Promotion | 13% • Social Engagement | 12% Page 17© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 18.
    Part 2: Whydoes AI matter? Marketer Applications of AI in UK, US, and Canada Page 18© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● Similar to overall… • Predictive Analytics • Advertising • Personalization …lead the pack
  • 19.
    Part 2: Whydoes AI matter? AI’s impact on Advertising Page 19© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● • Media Buying • Creative Testing • Personalization
  • 20.
    Part 2: Whydoes AI matter? Common Applications of AI in Marketing Page 20© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ● • Analyzing Data • Email Campiagns • Creative Work • Advertising • Automation • Personalization
  • 21.
  • 22.
    How AI isImpacting Marketing Today & Tomorrow • What is Artificial Intelligence / Machine Learning? • Why does it Matter to Marketers? • How can you prepare and take advantage of the Opportunity? Page 22© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●Part 3: How to Prepare?
  • 23.
    Part 3: Howto Prepare? How do you want to fit in? Today’s Data Scientist Recipe = Equal parts Programmer and Statistician with a liberal serving of Business Acumen. • Future Trend 1: “Rise of the Citizen Coder” drag and drop interfaces will make it easier for non-programmers to query large data-sets. • Future Trend 2: “Off the Shelf Analytics” large code libraries in Python, R, and other statistical packages make it easier for non-statisticians to apply sophisticated analytics without building them from scratch. • Future Trend 3: “Smart is the new black” understanding how to structure data-driven decisions will always be important for interacting with data, artificial intelligence, and learning machines. Page 23© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 24.
    Part 3: Howto Prepare? Learning and Practice Opportunities Page 24© 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 25.
    Bringing it alltogether | My Examples Page 25Summary © 2019 ● Mark Osborne ● Ten Truths Marketing, Inc. ●
  • 26.
  • 27.
  • 28.