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SCALING WEBSITE PERSONALIZATION
WITH ARTIFICIAL INTELLIGENCE
Phil Hollrah
VP, Product Marketing | Demandbase
David Hsieh
SVP, Marketing | Qubole
TODAY’S PRESENTERS
DAVID HSIEH
SVP, Marketing
Qubole
@dwhsieh
PHIL HOLLRAH
VP, Product Marketing
Demandbase
@PhilHollrah
AGENDA
§ Scaling Account-Based Marketing
§ Optimizing the Buyers’ Journey
§ Qubole’s Website Personalization Journey
§ Demandbase Results
§ Q&A
© 2017 DEMANDBASE|SLIDE 4
POLL
How far are you in your website personalization strategy?
a) What is website personalization?
b) Researching solutions
c) Rolling out a strategy
d) Measuring the impact of the strategy
SCALING ACCOUNT-BASED MARKETING
© 2017 DEMANDBASE|SLIDE 6
AIABM
THE POWER OF ABM AND ARTIFICIAL INTELLIGENCE
INTIMACY
AT SCALE
© 2017 DEMANDBASE|SLIDE 7
REGAINING INTIMACY
Insights
Understanding account and
individual intent and behavior
Action
Automate actions across
advertising, website and
sales development
Data
Terabytes of first, second
and third party data
Form a complete picture
of the account and buyers
ARTIFICIAL
INTELLIGENCE
© 2017 DEMANDBASE|SLIDE 8
AI DRIVEN ACTIONS
Hyper-targeted Ads by
Account & Persona
Website Content
Personalization
Buyer Journey
Optimization
Account Based Sales
Development
Account
Identification
Insights
Action
Data
ARTIFICIAL
INTELLIGENCE
EXAMPLE:
OPTIMIZING THE BUYERS JOURNEY
© 2017 DEMANDBASE|SLIDE 12
THE ACTUAL BUYER JOURNEY
HOMEPAGE
Pipeline
ROI PAPER
CUSTOMER LIST
REDISCOVERY
CASE STUDIES
DEMO FORM
LEADERSHIP
RESEARCH READY TO BUY
INDUSTRY
PRODUCT A
AWARENESS
BLOG
PRODUCT B
DISCOVERY
PRODUCT C
PRESS
LOST
© 2017 DEMANDBASE|SLIDE 13
YOU WILL
GET IT
WRONG!
© 2017 DEMANDBASE|SLIDE 16
THE ACTUAL BUYER JOURNEY
HOMEPAGE
Pipeline
ROI PAPER
CUSTOMER LIST
REDISCOVERY
CASE STUDIES
DEMO FORM
LEADERSHIP
RESEARCH READY TO BUY
INDUSTRY
PRODUCT A
AWARENESS
BLOG
PRODUCT B
DISCOVERY
PRODUCT C
PRESS
LOST
© 2017 DEMANDBASE|SLIDE 17
SALES
OPTIMIZED BUYER JOURNEY
[VP] [IT] [SHUTTERFLY] [INTERNET]
Data Centers, Big Data, Image Data, Videos, Horses
QUBOLE’S WEBSITE
PERSONALIZATION JOURNEY
Elemental to Big Data
Big	Data	is	a	noisy,	dynamic	market
About	Qubole
Operations
Analyst
Marketing Ops
Analyst
Data
Architect
Business
Users
Product
Support
Customer
Support
Developer
Sales Ops
Product
Managers
Data
Infrastructure
VC-backed,	high	growth,	Enterprise	B2B	
Company
Big	Data	in	the	cloud	platform
Qubole Challenge
• Not	everyone	has	big	data	– who	do	we	target?
• Target	a	narrow	set	of	personas
• Complex,	long	buying	cycles
• Lots	of	competition	/	ecosystem	noise
• Limited	budget	and	sales	bandwidth
• IT	Engineers	have	shorten	attention	spans,	don’t	want	to	
talk	to	anyone	and	want	to	get	to	the	“meat”	quickly
Our	solution
• Build	end-to-end	ABM	engine
• Embrace	AI/Machine	Learning
• Pilot	manually	/	automate	for	scale
ABM	Technology	Stack
Company	targeted	digital	ads
Target	company	identification
List	enrichment
Marketing	Automation	/	CRM
Account	Intelligence
Website	Personalization
(Custom)
(ABA)
(ABSD)
(Website	Personalization)
Multiple
Metrics Multiple,	mostly	DIY
Timeline
Spiderbook
Implemented
May
2016
October
2016
February
2017
March
2017
Account-based	
advertising	
Selection
September
2016
ABM	agreed	
with	Exec	
Team
Advertising	starts
Website	
Personalization
Account	
Selection
Account-based	Sales	Development
(Spiderbook) Re-Implemented
What’s	it	look	like?
Ads
Dashboard
Engagement Outreach	programs
What’s	it	look	like	- website
Here’s	what	we	recommend	for	Dell
Website	Personalization	Results
39%
Exit	Rate
467%
Time	on	Site
292%
Trial	Sign	up
254%
Pages/Session
Next	Steps
• Integrate	the	pieces
• Learn	how	leverage	the	insights	we’re	collecting
• Apply	AI	to	other	parts	of	marketing
DEMANDBASE RESULTS
© 2017 DEMANDBASE|SLIDE 29
WEBSITE PERSONALIZATION FOR TARGET ACCOUNTS
ABM @ SCALE – ACCOUNT LIST
ABM TAM - DEMAND GENERATIONOptimization
100’s – 1000’s
Demandbase approaches by account segments
Customization
&
Optimization
ABM – ACCOUNT SPECIFIC CAMPAIGNS
+ 10,000
0-50
Customization
&
Optimization
© 2017 DEMANDBASE|SLIDE 30
IMPACT OF SITE OPTIMIZATION
BOUNCE
RATE
PAGES /
SESSION
TIME ON
SITE
CONVERSION
RATE
- 43%
+ 82%
+ 128% + 114%
BASELINES
Q&A
© 2017 DEMANDBASE|SLIDE 32
Scaling Website Personalization with Artificial Intelligence

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