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@TwitterHandle • #intelcontent
Cognitive Content Marketing
The Path to a More (Artificially) Intelligent Future
Paul Roetzer
Founder & CEO | PR 20/20
Creator | Marketing AI Institute
@PaulRoetzer
@PaulRoetzer • #intelcontentCopyright 2017 PR 20/20. All rights reserved.
Can we automate
content creation
through artificial
intelligence (AI)?
@PaulRoetzer
Can we use machines
to write blog posts
at scale?
Image:	Franck	Calzada/YouTube #intelcontent
The Associated Press “writes”
10x more earnings reports using
Automated Insights NLG* technology.10x
*NLG = natural language generation@PaulRoetzer #intelcontent
We implemented NLG with Google Analytics reports,
cutting analysis and production time by more than 80%.
@PaulRoetzer Image:	Automated	Insights
What we’ve learned has dramatically
altered my view of what’s possible
today, and in the near future.
Image:	Timothy	Neesam
Consider	how	much	!me	your	marke?ng	team	spends	.	.	.
crea?ng	ad	copy	
managing	digital	ad	campaigns	
tes?ng	headlines,	landing	pages,	ads	
scheduling/publishing	social	shares	
predic?ng	opens,	clicks,	conversions	
reviewing	analy!cs	
wri?ng	performance	reports	
recommending	content	strategies
draCing	social	media	updates	
discovering	keywords	
planning	blog	post	topics	
wri!ng	content	
op!mizing	content	
cura!ng	content	
personalizing	content	
automa!ng	content	
building	email	workflows
Copyright 2017 PR 20/20. All rights reserved.
@PaulRoetzer #intelcontent
Now imagine if machines performed the
majority of those activities,
and a marketer’s primary role
was to enhance rather than create.
@PaulRoetzer #intelcontent
Artificial intelligence is
accelerating us toward a more
intelligently automated future . . .
“The science of making machines smart.”
— Demis Hassabis, Co-Founder & CEO of DeepMind
(which in turn augments human knowledge and capabilities)
Source: Rolling Stone
#intelcontent
Source: John Koetsier
#intelcontent
an algorithm is a
set of instructions that
tells the machine what to do.
@PaulRoetzer #intelcontent
Except with AI the machine
can create its own algorithms,
determine new paths, and
unlock unlimited potential
to advance marketing,
and mankind.
@PaulRoetzer
THEN send three-part email campaign.
IF visitor downloads ebook,
@PaulRoetzer #intelcontent
What if there are 10,000 downloads,
across five personas, originating
from multiple channels (social,
organic, paid, direct) that require
personalized emails and website
experiences based on user history?
@PaulRoetzer #intelcontent
the marketing automation we see
today is, ironically, largely manual.
@PaulRoetzer #intelcontent
Marketing automation platforms
save time, increase efficiency and
productivity, and drive performance.
BUT . . .
@PaulRoetzer #intelcontent
Marketing automation platforms
generally do NOT provide deep
insights into data, recommend
actions, predict outcomes
or create content.
@PaulRoetzer #intelcontent
Source: BBC: Is A.I. the Problem or the Solution?
AI takes very specific (narrow)
and complex data-driven
problems, and then devises
and executes solutions.
90% of all data in the world
has been created in the last 2 years
Source:	IBM
Marketers have access to data from dozens of sources:
social monitoring, media monitoring, web analytics,
email, call tracking, sales, advertising, remarketing,
ecommerce, mobile apps. . .
We have a finite ability to process
information, build strategies,
create content at scale, and
achieve performance potential.
@PaulRoetzer #intelcontent
Image:	Wikimedia	Commons
Algorithms, in contrast, have an almost
infinite ability to process data, and deliver
predictions, recommendations and
content better, faster and cheaper.
@paulroetzer www.pr2020.com
And yet content marketing
remains largely human powered,
with a bit of automation mixed in.
#intelcontent
The future may be
closer than you think.
@TwitterHandle • #intelcontent
AGENDA
@TwitterHandle • #intelcontent
The Disruption of Industries
@PaulRoetzer • #intelcontent
@paulroetzer www.pr2020.com
60% of all trades are executed by computers
with little or no real-time oversight from humans.
Source: Christopher Steiner, Automate This
@paulroetzer
avg	120	stops/day
what is the possible number of
alternatives for ordering those stops?
@PaulRoetzer #intelcontent
6,689,502,913,449,135,000,000,000,
000,000,000,000,000,000,000,000,
000,000,000,000,000,000,000,000,
000,000,000,000,000,000,000,000,
000,000,000,000,000,000,000,000,
000,000,000,000,000,000,000,000,
000,000,000,000,000,000,000,000,
000,000,000,000,000,000,000,000,
000,000
Source: Wall Street Journal
“Can a human really think of the
best way to deliver 120 stops? This
is where the algorithm will come
in. It will explore paths of doing
things you would not, because
there are just too many
combinations.”
Jack Levis
Senior director of process management, UPS
Source: Wall Street Journal
NETFLIX	uses	algorithms	to	suggest	content	
and	manufacture	shows	based	on	subscriber	
viewing	habits	and	preferences.
Source:	NeGlix	Tech	Blog
75% of what people watch on Netflix is from some
sort of algorithm-generated recommendation
Source:	NeGlix	Tech	Blog #intelcontent@PaulRoetzer
Epagogix algorithms analyze movie scripts to
predict how much money they will make at the box office
and offer recommendations on how to make them more
marketable and profitable, including through changes to
plot lines, settings, character roles and actors.
Source: Tesla
#intelcontent@PaulRoetzer
@TwitterHandle • #intelcontent
AGENDA
@TwitterHandle • #intelcontent
The Marketing Machine Age
@PaulRoetzer • #intelcontent
“We’re in an AI spring. For our
company, and I think for every
company, the revolution in data
science will fundamentally
change how we run our
business because we’re going
to have computers aiding us in
how we’re interacting with our
customers.”
— Marc Benioff
Source:	FortuneImage:	Wikipedia
Source: Salesforce
#intelcontent@PaulRoetzer
Source: Social Media Frontiers
Facebook uses “deep learning,” an AI subfield, to filter your
Newsfeed and recognize faces in photos you upload,
but that’s only the beginning . . .
#intelcontent@PaulRoetzer
Source: Social Media Frontiers
hJps://research.facebook.com/ai
“We’re committed to advancing the field of machine
intelligence and developing technologies that give
people better ways to communicate. In the long term,
we seek to understand intelligence and make
intelligent machines.”
#intelcontent@PaulRoetzer
search,	voice	recogni!on,	language	transla!on,	robots,	driverless	cars	.	.	.
#intelcontent@PaulRoetzer
“Alphabet Inc.’s Google named the head of its artificial-intelligence
research to run its search engine, demonstrating the importance of
the rapidly evolving technology to the company’s main profit engine.”
Source: The Wall Street Journal
#intelcontent@PaulRoetzer
Image:	Wikimedia	CommonsSource:	IBM
The	story	of	ar?ficial	intelligence	can’t	be	told	without	IBM	,	
which	possesses	an	es!mated	825	AI-related	patents.
IBM Watson is a technology platform that uses natural language processing
and machine learning to reveal insights from large amounts of unstructured data
Source: IBM
#intelcontent@PaulRoetzer
Source: Salesforce
#intelcontent@PaulRoetzer
Source: Campaign
In October, lingerie retailer Cosabella replaced its
digital agency with an AI platform named 'Albert'.
Since then it has more than tripled its ROI and
increased its customer base by 30 percent.
#intelcontent@PaulRoetzer
Source: Popular Science
“IBM used machine learning and experimental Watson
APIs, parsing out the trailers of 100 horror movies. It did
visual, audio, and composition analysis of individual
scenes. . . . Watson was then fed the full film, and it
chose scenes for the trailer. . . . A process that would
normally take weeks was reduced to hours.”
#intelcontent@PaulRoetzer
Source: The Drum
“Content creation is something that we have been doing
for a very long time . . . what I want to start
experimenting with is automated narratives.”
This experimentation will explore how AI can be applied
to everything from choosing music, updating social
media and even writing scripts . . .
(Mariano Bosaz, Coca-Cola’s global senior digital director, interview with AdWeek)
#intelcontent@PaulRoetzer
Source: The Guardian
“A machine will win a Pulitzer one day,”
predicts Kris Hammond from Narrative
Science, a company that specialises in
natural language generation. “We can tell
the stories hidden in data.”
"Cognitive technology is there to extend and amplify
human expertise, not replace it.”
— Rob High, Chief Technology Officer, IBM Watson
#intelcontent@PaulRoetzer
@TwitterHandle • #intelcontent
AGENDA
@TwitterHandle • #intelcontent
3 Things to Know
@PaulRoetzer • #intelcontent
#1
It is still very early. Many of the rising AI tech
companies have significant venture capital funding, but
limited market success to prove the products work and
that the models are scalable.
#2
Artificial intelligence requires massive amounts of data
(structured and unstructured) and customized
solutions, so large enterprises are more likely to see
short-term benefits from AI investments.
#3
There is a push to make AI technology more affordable
and accessible. The challenge will be finding technical
talent capable of building and executing AI solutions.
@TwitterHandle • #intelcontent
AGENDA
@TwitterHandle • #intelcontent
3 Steps to Get Started
@PaulRoetzer • #intelcontent
#1
Evaluate repetitive, manual marketing tasks that could
be intelligently automated.
Source: Timothy Neesom
There are dozens of AI-powered marketing tools that you
can use to plan, create, optimize, personalize, promote,
measure and analyze content.
$29.4 M
$36.0 M
$9.5 M
Source:	Crunchbase
Artificial Intelligence + Marketing
$279+ M $80.0 M*
$66.0 M
$14.5 M
$13.9 M
$11.0 M
$5.4 M
$14.2 M
#2
Assess opportunities to get more out of your data—
discover insights, predict outcomes, devise strategies,
personalize content and tell stories at scale.
#intelcontent@PaulRoetzer
#intelcontent@PaulRoetzer
#3
Consider the AI capabilities of your existing marketing
technology, and explore the potential of emerging AI
solutions.
@TwitterHandle • #intelcontent
AGENDA
@TwitterHandle • #intelcontent
The Next Frontier
@PaulRoetzer • #intelcontent
draCing	social	media	updates			
discovering	keywords			
planning	blog	post	topics		
wri!ng	content	
op!mizing	content	
cura!ng	content		
personalizing	content	
automa!ng	content	
building	email	workflows	
crea?ng	ad	copy		
managing	digital	ad	campaigns	
tes?ng	headlines,	ads	
scheduling	social	shares	
predic?ng	conversions	
reviewing	analy!cs	
wri?ng	performance	reports		
recommending	strategies
and imagine if that was only the beginning . . .
www.MarketingAIinstitute.com
Paul Roetzer
Founder & CEO | PR 20/20
Creator | Marketing AI Institute
paul@PR2020.com
www.PR2020.com
www.MarketingAIinstitute.com

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