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@sfemerick
Brought	to	you	by	 Susan Emerick
@sfemerick
Will Robots take over my job?
Artificial Intelligence implications for Marketing
Author of: The Most Powerful Brand on Earth
@sfemerick
Ar$ficial	Intelligence	(AI)		
	
Is	actually	helping	today's	marketers	analyze	data	and	
engage	customers	be=er	than	ever	before
@sfemerick
Marketers are applying insights gathered from AI to business and
marketing strategies
•  Brand	health	monitoring	
•  Customer	experience,	Voice	of	the	
customer	
•  Employee	engagement,	Voice	of	
employees	
•  Crisis	management	
•  Compe;;ve	posi;oning	
•  Predic;ve	analy;cs	and	modeling	
•  Customer	value,	a>ribu;on,	pain	points	
•  Marke;ng	planning	and	segmenta;on	
•  Campaign	effec;veness	
•  Influencer	discovery	
•  Engagement	planning	
	
•  Amplifica;on	/	Advocacy:	
Ø  Customer	
Ø  Employee	
Ø  Business	Partners	
Ø  Influencers	
Ø  Brand	Voice
@sfemerick
		“Automated	sen;ment	analysis	is	the	process	of	training	a	computer	to	iden;fy	sen;ment	within	
content	through	Natural	Language	Processing	(NLP).	Various	sen;ment	measurement	plaOorms	
employ	different	techniques	and	sta;s;cal	methodologies	to	evaluate	sen;ment	across	the	web.	
Some	rely	100%	on	automated	sen;ment,	some	employ	humans	to	analyze	sen;ment,	and	some	
use	a	hybrid	system.”	
	~	Maria	Ogneva	is	the	Director	of	Social	Media	at	Biz360	
4
Today’s	Marketers	have	to	understand	data	science
@sfemerick
IBM	Watson	Natural	Language	Understanding	service	
Analyze	seman$c	features	of	text	input,	including:	
Categories	 Categorize	your	content	using	a	five-level	classifica;on	hierarchy.	
Concepts	 Iden;fy	high-level	concepts	that	aren't	necessarily	directly	referenced	in	the	text	
Emo$on	 Analyze	emo;on	conveyed	by	specific	target	phrases	or	by	the	document	as	a	whole	
En$$es	 Find	people,	places,	events,	and	other	types	of	en;;es	men;oned	in	your	content	
Keywords	 Search	your	content	for	relevant	keywords	
Metadata	 For	HTML	and	URL	input,	get	the	author	of	the	webpage,	the	page	;tle,	and	the	publica;on	
date	
Rela$ons	 Recognize	when	two	en;;es	are	related,	and	iden;fy	the	type	of	rela;on	
Seman$c	roles	 Parse	sentences	into	subject-ac;on-object	form,	and	iden;fy	en;;es	and	keywords	that	
are	subjects	or	objects	of	an	ac;on	
Sen$ment	 Analyze	the	sen;ment	toward	specific	target	phrases	and	the	sen;ment	of	the	document	
as	a	whole	
Source: https://www.ibm.com/watson/developercloud/doc/natural-language-understanding/
@sfemerick
Ar$ficial	Intelligence	(AI)	is	becoming	indispensible	to	
marketers	
•  Marketers	may	not	even	realize	that	the	technology	they	use	to	do	their	jobs	today	was	the	
stuff	of	wild-eyed	imagina;on	just	a	few	short	years	ago	
•  How	does	it	work?		
–  Machine	learning	is	a	type	of	ar;ficial	intelligence	(AI)	that	provides	computers	with	
the	ability	to	learn	without	being	explicitly	programmed.	
–  Machine	learning	focuses	on	the	development	of	computer	programs	that	can	teach	
themselves	to	grow	and	change	when	exposed	to	new	data.	
Source: https://www.inc.com/adam-fridman/10-examples-of-ai-in-marketing.html
@sfemerick
•  Deep	learning	"teaches"	computers	a	
variety	of	skills,	such	as	how	to	
understand	text,	speech	or	photos,	and	
apply	what	it	learns	to	deliver	answers,	
clarify	queries	or	offer	sugges;ons.	
•  Deep	learning	improves	filters	on	the	
posts	and	ads	you	see	
•  Facebook	unveils	deep	learning-based	
text	understanding	engine	called	
“DeepText”,	tha	can	understand,	with	
near-human	accuracy,	the	textual	
content	of	a	thousand	posts	per	
second		
Deep	learning	is	the	data	science	behind	most	
marke$ng	AI	
Source: http://www.zdnet.com/article/facebook-unveils-deep-learning-based-text-understanding-engine/
@sfemerick
Marke$ng	use	cases	for	Ar$ficial	Intelligence
@sfemerick
AI	in	Marke$ng	automa$on	
Marke;ng	automa;on	uses	AI	to	engage	customers	
•  Analyzing	their	behavior	and	deliver	tailored	content	to	move	them	through	the	sales	cycle:	
ü  Recommending	content	
ü  Engaging	with	them	across	plaOorms	
ü  Tailoring	email	campaigns	
•  As	more	and	more	tools	employ	remote	super-intelligence,	we’ll	increasingly	expect	our	
tools	to	tell	us	what’s	up.	
Source:	h>ps://martechtoday.com/six-ways-ibm-watson-friends-changing-digital-marke;ng-197500	
	
Marketers	and	adver$sers	will	increasingly	rely	on	
their	soTware	tools	to	tell	them	what’s	important,	
what’s	out	of	place,	what	they	should	focus	on	
ü  Salesforce’s	Einstein	layer	
ü  Adobe’s	Sensei		
ü  Absolutdata		
ü  Pegasystems	
ü  IBM	Watson	is	driving	insights	in	plaOorms	
like	Rocket	Fuel	or	Equals	3’s	Lucy	
IBM	Watson	is	changing	digital	marke;ng
@sfemerick
Example:		
“Employee	Advocacy”	
Iden$fying	Influencers	and	Communi$es	
Enhanced	Network	Segmenta;on	and	Community	Visualiza;on:	
•  Discover	how	a	network	and	the	things	they	talk	about	are	broken	out	into	communi;es	
•  Find	out	what	specific	communi;es	are	talking	about	through	trending	#hashtag	analysis	
•  Individual	people	or	companies	are	connected	within	a	network	
Source: LittleBird http://www.getlittlebird.com/
@sfemerick
Source: LittleBird http://www.getlittlebird.com/
Priori$zing	Top	Influencers	for	engagement	
Example:		
“Employee	Advocacy”	
•  Uncover	how	central	someone	is	to	a	community	on	a	topic	
•  Filter	by	community,	loca;on,	specific	rela;onships	or	search	
terms	
•  Profile	iden;fica;on	of	network	members	on	other	social	
networks
@sfemerick
Content	cura$on	and	Product	recommenda$ons	
•  People	don't	realize	is	that	these	recommenda;ons	are	based	on	deep	learning	and	other	AI	
•  Machines	analyze	large	chunks	of	data	about	people's	purchase	behaviors	on	the	web	to	
determine	what	they're	most	likely	to	want	to	do	next.	
Sugges;ve	Selling	
	
Package	discounts
@sfemerick
“Recommenda$ons	
from	people	I	know”	
=		the	most	trusted	
source	of	informa$on	
	
Higher	than	any	other	
adver$sing	format	
50%
46 - 47%
40 - 42%
Survey	Ques;on	
To	what	extent	do	you	
trust	the	following	forms	
of	adver$sing?	
92%
70%
58%
50%
47%
40%
33%
30%
@sfemerick
Wri$ng	SEO	op$mized	headlines	
A.K.A.	“Clickbait”	
Got	writers	block?	Not	to	worry!	
	
•  AI	applica;on	created	by	Norwegian	
developer	and	blogger	Lars	Eidnes,	
uses	deep	learning	and	neural	
networks	to	teach	machines	how	to	
write	headlines	
•  Marketers	everywhere,	can	benefit	
using	AI	to	adjust	content	to	resonate	
with	their	intended	audience	
Sources:
https://larseidnes.com/2015/10/13/auto-generating-clickbait-with-recurrent-neural-networks/
https://thestack.com/world/2015/10/15/machine-learning-generates-clickbait-headlines-that-will-shock-you/
@sfemerick
Speech	recogni$on	is	becoming	increasingly	important	
and	has	come	a	long	way	
For	Marketers,	the	rise	in	voice	search	means	SEO	and	
content	marke;ng	must	be	op;mized	for	queries	that	come	
in	ques;on	form,	rather	than	simple	keywords	
Source:
https://www.skyword.com/contentstandard/marketing/what-the-voice-recognition-explosion-will-mean-for-content-marketing/
https://www.technavio.com/report/global-voice-recognition-biometrics-market-2015-2019
https://globenewswire.com/news-release/2017/02/09/915498/0/en/Global-Markets-and-Technologies-for-Voice-Recognition-Reaching-Double-Digit-Growth-Rates-Reports-BCC-Research.html
Google	reports:		
•  50%+	of	teens	use	voice	search	daily	
•  41%	of	adults	talk	to	their	phones	every	day	
	
Apple’s	Siri,	Amazon’s	Alexa,	
Microson’s	Cortana,	Samsung’s	Bixby
@sfemerick
Google’s	RankBrain	
A	machine	learning	technology	
	
•  Analyzes	spoken	or	wri>en	search	queries		
•  Able	to	process	them	into	search	results	that	are	most	likely	to	be	what	you're	looking	for	
•  Goes	beyond	returning	exact	keywords	and	phrases	
•  Compares	each	query	to	other,	similar	queries	to	return	the	ones	that	are	most	likely	to	be	
what	you're	trying	to	find,	including	more	relevant	ad	results	
Source: http://searchengineland.com/faq-all-about-the-new-google-rankbrain-algorithm-234440
@sfemerick
Speech	and	Voice	recogni$on	growth	rates	are	staggering	
•  By	2019,	the	voice	recogni;on	market	will	be	a	$601	million	industry	(Technavio)	
•  Global	market	for	voice	recogni;on	technologies	was	valued	at	$184.9	Billion	
Source:
https://www.skyword.com/contentstandard/marketing/what-the-voice-recognition-explosion-will-mean-for-content-marketing/
https://www.technavio.com/report/global-voice-recognition-biometrics-market-2015-2019
https://globenewswire.com/news-release/2017/02/09/915498/0/en/Global-Markets-and-Technologies-for-Voice-Recognition-Reaching-Double-Digit-Growth-Rates-Reports-BCC-Research.html
0	
20	
40	
60	
80	
100	
120	
140	
160	
180	
200	
$	Billions	
2016-2021	Compound	annual	growth	rate	(CAGR)	
2015	 2016	 2021	
12.1%
@sfemerick
2017	results	reveal	belief	in	Search	Engines	over	human	
editors	on	the	rise	
Source: 2017 Edelman Global Trust Barometer http://www.edelman.com/global-results/
@sfemerick
2015	marked	the	first	$me	ever	online	search	is	more	
trusted	over	tradi$onal	media	
Source: 2015 Edelman Global Trust Barometer https://www.youtube.com/watch?v=09eDlatXIB4#action=share
@sfemerick
Ad	Targe$ng	gedng	increasingly	sophis$cated	
Google	is	now	beginning	to	experiment	with	a	new	AI	technology	called	recurrent	neural	networks	(RNN)		
•  Capable	of	"remembering"	bits	of	informa;on	for	short	periods	of	;me	
•  Poten;ally	elimina;ng	the	need	for	specialized	ad	targe;ng	code	in	the	near	future	
Source: https://www.mediapost.com/publications/article/261423/teaching-artificial-intelligence-to-search-target.html
Sites	like	Google	and	Facebook	use	bits	of	code	to	
track	website	visitors	and	target	ads	accordingly
@sfemerick
Chatbots	and	AI	
As	marke;ng	channels	proliferate,	marketers	need	a	
way	to	manage	those	interac;ons	cost	effec;vely	
	
Many	marketers	use	chatbots	(ar;ficial	intelligences)	
that	are	able	to	interact	with	humans	to:	
ü  Answer	rou;ne	ques;ons	
ü  Assist	with	purchases	
ü  Book	travel		
ü  ….	Much	more		
Source: http://www.adweek.com/digital/what-marketers-can-learn-about-chatbots-from-pros-that-have-seen-early-success/
A	computer	program	designed	to	simulate	
conversa;on	with	human	users,	especially	
over	the	Internet.	"chatbots	o<en	treat	
conversa=ons	like	they're	a	game	of	tennis:	
talk,	reply,	talk,	reply"
@sfemerick
Dynamic	pricing	a	growing	use	of	AI	in	Marke$ng	
•  Dynamic	pricing	in	ecommerce	typically	means	
a	pricing	strategy	that	accurately	reflects	
market	demand	and	supply	dynamics		
•  Some	equate	dynamic	pricing	with	personalized	
pricing,	in	which	prices	are	constantly	changing	
in	response	to	a	customer	profile	which	the	
ecommerce	website	is	genera;ng	in	real	;me	
•  Pricing	by	scarcity	sets	product	prices	according	
to	demand	and	availability	
•  You	may	have	experienced	dynamic	pricing	at	
work	if	you’ve	ever	len	an	item	in	a	shopping	
cart	on	Amazon	only	to	find	the	price	changed	
significantly	overnight	
Source:	h>ps://www.ar;ficialintelligenceonline.com/3092/the-future-of-dynamic-pricing/	
Commonly	used	in	travel,	hotel	
bookings	and	airline	;ckets	are	
perfect	examples:	the	more	
availability	there	is,	the	lower	the	
prices	are,	but	once	the	inventory	
becomes	scarce,	prices	rocket	up.
@sfemerick
So	what	does	this	mean	for	Marketers?	
Stay	on	top	of	your	game	
	
•  Invest	in	your	skills!	
•  Keep	up	with	emerging	technologies	and	how	they’re	changing	the	marke;ng	
profession	
•  Become	a	student	of	the	cran	as	a	“Data	Driven	Marketer”	
•  Educate	yourself	on	all	things	Ar;ficial	Intelligence	
–  Natural	Language	Processing	
–  Seman;c	Analysis	
–  Machine	Learning	
–  Deep	Learning		
•  Trial	technologies	to	get	“hands	on”	learning	
•  Seek	out	experts
@sfemerick
Connect	with	me	
The Most Powerful Brand On Earth:
How to Transform Teams, Empower Employees, Integrate
Partners, and Mobilize Customers to Beat the Competition in
Digital and Social Media
	
	
					susanemerick.com													@sfemerick															linkedin.com/in/sfemerick/											bit.ly/susan-emerick	
Let’s	con$nue	the	conversa$on	…

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Artificial Intelligence implications for Marketing Susan Emerick 4.28.2017