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Is bad data killing your customer
engagement strategy?
Adrienne	Whitten
Director,	Product	&	
Segment	Marketing	
Marketo
Tim	Perry
Vice	President
Housekeeping
• This	webinar	is	being	recorded.	We’ll	send	out	the	
slides	and	recording	after	the	webinar	concludes
• Posting	to	social?	
• Please	use	@marketo
• Have	a	question?	Please	type	it	in	the	chat	box	for	
Q&A	at	the	end
Agenda
• Why	should	we	care	about	data	quality?
• How	to	address	it	and	who	is	responsible	for	the	
issue?
• Common	data	pitfalls	and	quick	wins
• What	questions	you	should	be	asking	internally	
to	get	started
It’s an amazing time to be a marketer
Email Web Mobile Social Ads
Expanding Customer Touch Points
of	customers	think	brands	
must	have	a		deep	
understanding of	their	needs	in	
order	to	engage	them	
successfully.
(Marketo)
73%	
of	customers	say	that	the	brands	
they	purchase	from	could	do	a	
better	job	aligning their	
engagement	activities	with	my
preferences
(Marketo)
66%	65%	
of	customers	expect	all	of	their	
interactions	with	a	brand	to	be	
Personalized
(Marketo)
Growing Customer Expectations
The Engagement Economy
Today’s Buyer
is inundated with options.
Searches for
Information
Visits Your Website
to Research
Views Demo Attends an Event Asks for
Pricing
Consults
Expert Blogs
The Customer Experience Disconnect
WHY	DO	MARKETERS	CARE	ABOUT	DATA	QUALITY?
HOW	TO	ADDRESS	IT	AND	WHO	SHOULD	OWN	THE	DATA	PROBLEM?	
COMMON	DATA	PITFALLS	AND	QUICK	WINS
WHAT	QUESTIONS	CAN	YOU	ASK	INTERNALLY	THAT	WILL	HELP?
Lisa Steele
700 Totten Pond Rd.
Waltham, MA 02454
Chris Steele
700 Totten Pond Rd.
Waltham, MA 02454
Prince Felix Steele
700 Totten Pond Rd.
Waltham, MA 02454
James Maguire
700 Totten Pond Rd.
Waltham, MA 02454
LL Bean Customer
LL Bean Customer
Lisa’s cousin who bought a
cat toy on SharperImage.com
and shipped it to
Prince Felix Steele
LL Bean still sends Lisa four catalogs
per quarter; to the same exact address!!
Customer	Acts	on	Facebook	Ad.
Customer	Unable	to	Buy	Given	
Residential	State.
Subsequent	Emails	about	
Wine	Deliveries	Still	
Received. BLAST
BLAST
BLAST
BLAST
BLAST
1. Common Data Entities
2. Data Cleansing / Hygiene
3. Data Stewards / Stewardship
4. Vocabulary and Metadata
5. Data Lineage
DATA GOVERNANCE
People
Process
Technologies
With Data GovernanceWithout Data Governance
Complex
Silo driven
Slow to
market Inconsistent
definition
Poor data accuracy
LOB focused data
Resolve problems for
each LOB
Common
Vocabulary
Agility
Single
Version of
Truth
Quality data
Business data
Pollination
BOTH	PARTIES	NEED	TO	OWN	A	
PIECE	OF	THE	PROCESS	AND	
WORK	TOGETHER	IN	ORDER	FOR	
DATA	GOVERNANCE	TO	SUCCEED
1. Upstream	systems	typically	don’t	see	a	problem
2. Part-time	Data	Stewards	are	some	times	re-prioritized	to	become	no-time
3. Resource	planning	for	Data	Governance	is	difficult	since,	similar	to	
production	support,	it	is	difficult	to	predict	a	crisis
4. Automation	must	continually	streamline	the	process	over	time
5. Incremental	improvements	should	be	easy	to	show;	define	accordingly
Ø Business	and	IT	must	continue	to	work	together!
Common Challenges
1. ETL, ELT
2. Data Warehouse
3. Master Data Management
4. Big Data / Data Lakes
5. Data Federation
6. Marketo Audience Hub
DATA INTEGRATION
PERFORM	A	SELF	ASSESSMENT
How	connected	are	your	
customer	facing	engagement	
and	back-end	technologies?
More Systems, More Complexity, More Opportunity
1. Reporting & Analytics
2. Reference Data Management
3. Data Visualization
4. Controlled Data Redundancy
DATA MANAGEMENT
US	VIRGIN	ISLANDS	??
PUERTO	RICO	??
1. Customer Engagement
2. Regulatory Compliance
3. Privacy Protection
4. Information Security
5. Records Management
DATA UTILIZATION & PROTECTION
Governance Maturity
Overall Data Quality for Decision Making
SEI	CMM	Stages
• no awareness of data stewardship
• data defined for accounts/ service lines/ regions
• application-specific access control
• react to defects
• workarounds are established
• formal stewardship processes
• data defined for enterprise
• enterprise-wide change management
• role-based access control
• prevent defects
It can be a slow process, but tangible
results can happen quickly
If	you	are	sending	out	communications	that	are	personalized	in	any	
way,	you	are	running	the	risk	of	showing	your	prospects	and	
customers	just	how	dirty	your	data	really	is.		
Worse	yet,	if	you’re	avoiding	personalization	in	your	communications	
because	you	know	your	data	is	a	mess,	you	are	missing	out	on	the	
true	power	that	all	the	data	you	are	collecting	has	to	offer	you.
Assess	and	Prioritize
So,	where	do	you	begin?
PROFILE DE-DUPE ENRICHNORMALIZE
V.P.
Vice	Pres
Vice	President
VP
VICE	PRESIDENT
Lisa	Steele
700 Totten Pond Rd.
Chris	Steele
700 Totten Pond Rd.
Price	Felix	Steele
700 Totten Pond Rd.
James Maguire
700 Totten Pond Rd.
LISA	STEELE			(PRIMARY)
700 TOTTEN POND RD.
DEMOGRAPHIC
FIRMOGRAPHIC
BEHAVIORAL
AUTOMATE,	MONITOR	&	IMPROVE
TOP	DOWN BOTTOM	UP
The	most	important	thing	to	remember;	is	to	just	get	started.
How to Approach Data Governance?
1. Health	Check	Queries
2. Fix	obviously	bad	emails	(test@test;com)
3. Company	Name	Standardizations
4. Industry	Standardizations
5. Title	Standardizations
6. State	Correction	and	Standardizations
7. Zip	Code	Lookups
8. Country	Standardizations
9. Count	of	Employees	to	Employee	Range
10. Bad	vs.	Good	Lead	Source
11. Email	Status	Changes
12. Data	Updates
13. Phone	Number	Detection	/	Formatting
14. Form	files	(look	on	LaunchPoint)
15. Updates	missing	known	geography	components	(Zip/State)
Quick & Inexpensive Improvements
Things to Consider or Inquire About
1. Do	you	already	have	an	ETL	or	Data	Quality	tool	in	house?	
2. Do	you	have	any	formal	or	informal	Data	Governance	today?
• Start	by	asking	the	owners	of	other	key	systems	(i.e.,	CRM)
3. Do	you	have	a	centralized	data	warehouse	or	mart?
• If	so,	someone	else	has	already	seen	the	data	quality	issues	and	thought	about	fixing	them
4. What	data	standards	is	your	Marketing	team	applying?
• Assess	time	spent	working	around	data	issues
5. How	well	is	your	Marketing	Automation	Platform	integrated	with	Sales	
and	Service?
Achieving an Integrated
Marketing/Sales/Service
Organization with
Improving Data Quality
ENGAGE
Transform	the	customer	experience
LEARN
LISTEN
Transform the Experience with…
Single	Source	of	Truth
All	activities	for	every	individual	
customer	in	a	single	hub
Personalized	Stories
Respond	to	individual	activity	with	right	
message	at	the	right	time	and	place
Learned	Behaviors
Create	dialogs	at	scale	with	automation	
that	predicts,	triggers,	and	engages.
• Content	Curation	(Uberflip)
• Video	Marketing	(Vidyard)
• Content	Management	(Kapost)
• Localization	(Cloudwords)
Content
• Print	(PFL)
• SMS	(Vibes)
• Advocacy	(Influitive)
Lifecycle	Marketing
Events
• Webinars	(ON24)
• Virtual	Events	(Inxpo)
• In	Person	Events	(Certain)
• Financial	tracking	(Allocadia)
Planning
Social
• Ads	(Facebook,	etc.)
• Listening	(Sprinklr)
• Syndication	(Sociabble)
Third-party	Data
• Data	enrichment	(Dun	&	Bradstreet)
• Response	data	(Siftrock)
• Predictive	(LeadSpace)
Adtech
• DMP/DSP	(Turn)	Data
CRM	
(Salesforce)
Other	
business	
systems	
ENGAGEMENT	
PLATFORM
In	the	Real	World
Create a Single Source of Truth
Learn their Behaviors
What	topic	engages	me?
With	what	frequency?
On	what	device?
At	which	time	of	day?
How	did	I	find	it?
Where	do	I	go	next?
What	have	I	ignored?
What	content	type?
@	Scale
Learned	the	best	time	to	engage	
is	when	owners	get	a	new	puppy	
Created	a	campaign	for	new	
owners	corresponding	to	their
puppy’s	development
Timed	to	send	each	week	with	
a	new	developmental	milestone	
Build Personalized Stories
Great	stories	are:
PERSONAL
RELEVANT
TIMELY
MARKETO	ENGAGEMENT	PLATFORM
ENGAGELEARNLISTEN
MARKETO	APPS PARTNER	APPS
AUTOMATION ANALYTICS ADAPTIVE	(A.I.)
CUSTOMER	DATA	&	IDENTITIES
ENGAGEMENT	APPS
ENGAGEMENT	HUB
Win more with Marketo.
Q&A
Thank	you!

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Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 

Is Bad Data Killing Your Customer Engagement Strategy?