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Citizens Bank Case Study: Moving
from One-to-Many to One-to-One
Customer Experiences
June 28, 2017
1
Sponsored By:
Today’s presenters
Kristine Prybyla
Sr. Vice President,
Director of Digital Marketing
and User Experience
Avery Faeth
Sr. Account Manager,
Client Engagement
Sunil Rao
VP,
Audience Analytics
Citizens Bank
Case Study:
Moving from
One-to-Many
to One-to-One
Customer
Experiences
Citizens Bank: Who we are
3
Testing into addressability
Future vision and next steps
Citizens Bank
Case Study:
Moving from
One-to-Many
to One-to-One
Customer
Experiences
Citizens Bank: Who we are
4
Testing into addressability
Future vision and next steps
Citizens Bank overview
5
Our Company
Total Assets Deposits
Branches ATMs
$150.3billion
$112.1billion
1,200 3,200
as of Mar. 31, 2017 numbers from the current About Us
Citizens Bank serves 5 million+ individuals, institutions and
companies
6
Employ 17,500 colleagues
Retail Presence in 11 States
Rochester, NY
Boston, MA
Providence, RI
Manchester, NH
Albany, NY:
Buffalo,
NY:
Pittsburgh, PA:
Cleveland, OH:
Philadelphia, PA
Detroit,
MI
• #12 in assets ($150.3B)
• #12 in Deposits ($112.1B)
• #11 in branches (1,200)
• #7 in ATMS (3,200)
Competitive positioning
as of March 31, 2017
Citizens’ priority marketing objectives
7
Improve the
customer experience
Grow digital contribution to
overall business sales
Shift from one-to-
many to one-to-one
Make more efficient
marketing
investments
Watch the full presentation at merkleinc.com
Citizens Bank
Case Study:
Moving from
One-to-Many
to One-to-One
Customer
Experiences
Citizens Bank: Who we are
8
Testing into addressability
Future vision and next steps
9
Improve the
customer experience
Grow digital contribution to
overall business sales
Shift from 1:Many
to 1:1
Make more efficient
marketing
investments
It’s about
identity…
Moving to addressability: Solution overview
10
1
Ingest Data from first-, second,
and third-party sources 2
Analyze data (manual &
automated/algorithmic) 3
Personalize, extend, and refine
messaging to responsive
audiences across channels
Decision
engine
Site & in-app
personalization
RLSA
Paid search
targeting
Ad
server
DSP/ ad
Network
Digital media
targetingAudience SyndicationDMP Data Inputs
Third-party
cookie data
Second-party
media data
First-party
data
DMP
ESP Email triggering
Watch the full presentation at merkleinc.com
Citizens & Merkle: United by strategy and technology
11
Data Management Platform (DMP) technology enables the first stages of addressability by
providing an anonymized view of the individual
Pre - DMP DMP
ExecutionExecution
D M P
First-party
Data
Second-party
Data
Search Call
Center
Paid
Social
Online
Ads
Website/
Mobile
App
Messaging
(Email/SMS/
DM)
First-party
Data
Second-party
Data
Third-party
Data Third-party Data
Search Paid
Social
Online
Ads
Website/
Mobile App
Messaging
(Email/SMS/
DM)
Watch the full presentation at merkleinc.com
Right messaging, right audience, and right time
12
Product-centric marketing
One-to-Many
Consumer-centric marketing
One-to-One
Before Data Management Platform
& Digital Addressability
Age 25-34
Boston
Buying home
Checking
Savings
Credit Card
Mortgage
Wealth
HELOC
Digital
person
With Data Management
Platform (DMP)
Existing bank
customer
Ideal
prospect
Most relevant
message
Watch the full presentation at merkleinc.com
Personalization journey: From planning to implementation
13
Product-centric marketing
One-to-Many
Consumer-centric marketing
One-to-One
• Creative A/B & lift over control
testing
• Integrated CRM data to create cross
channel customer journey
• Piloted the first PBM campaign
2016
 Combo Audience performed 57%
stronger than BAU
 List-based campaign had a 90% higher
CTR than BAU
• Value-based 1:1 personalization
optimizes creative selection by user
stage and product (POE)
• Launched homepage site
personalization
2017
 6 BLs across EBD, student lending,
HELOC
 Random rotation of 12 creatives allows
for broader testing once POE is
deployed
2015
• Rules-based logic pre-
determines user experience
• Launched homepage
leaderboard personalization
 3-5 product offers per month
 Established benchmarks
LEADERBOARD
STATS
Watch the full presentation at merkleinc.com
Identify challenges to face them
Challenges
Siloed
Workstreams
Range of
Digital IQs
Securing
Budget
Security &
Privacy
Concerns
Company
Wide Buy-In
& Adoption
Watch the full presentation at merkleinc.com
Take action to drive addressability
Stepping stone solutions
Educate Identify Plan
 Educate across all levels of
data intelligence
 Set clear expectations,
outlining risks and
opportunities
 Executive level / Stakeholder
sponsorship
 Secure all required sign offs
 Commit to an overall testing
budget and plan (Citizens
developed COE Team)
 Determine measurement
foundation supported my
rigorous maintenance of data
 Outline clear and prioritized
roadmap
 Develop and socialize test &
learn plan
Watch the full presentation at merkleinc.com
Test: Audience segmentation through DMP
16
Product-centric marketing
One-to-Many
Make more
efficient marketing
investments
• Unique audience: DMP audiences were
75% net new reach
• More committed: Slightly higher
application complete rate
• Efficient media: Cost per application 77%
more efficient vs. all lower funnel
prospecting tactics excluding DMP
DMP LF prospecting tactics
excluding DMP
SL prospecting cost per application
77% Reduction
in CPA CPA
CPA
Used the DMP to build look-alike audiences modeled on online converters for
a Student Lending product.
Watch the full presentation at merkleinc.com
Test: Audience-based messaging through site personalization
Citizens saw positive conversion trends by uniting Citizens CRM list with
site personalization and connecting digital and offline interactions.
CTR Response
Lift Over Control
Baseline /
Control
97%
82%
HomepageTraffic
.Com Audience A/B Message
Improve the
customer experience
Checking BAUAll Other Visitors
Defined Platinum
Customer
Audience
Platinum
Invitation-
Courtney
Platinum
Invitation-
Michelle
Media Exposure
Shift from
1:Many to 1:1
Watch the full presentation at merkleinc.com
Test: Sequential messaging through DMP
18
Grow
digital contribution to
overall business sales
Knowing users traditionally converted in-branch, Citizens used the DMP to
facilitate a branch-like offer in the digital space
Personalized Homepage
Coupon Registration
Email Confirmation
Result
Web-based account
Opening Conversions
Contributed 1.5X More
than Typical Volume
New Account Opening
and Increased Deposits
Watch the full presentation at merkleinc.com
Citizens’ priority objective & campaign results
Grow digital contribution
to overall business sales
Shift from one-to-
many to one-to-one
Make more
efficient marketing
investments
Improve the
customer
experience
Digital conversions
contributed 1.5X
typical volume
People-based
marketing increased
engagement rates cross
channel
Cost per online
acquisition decreased
with net new
audiences
An experience aligned
with needs drove higher
conversion rates
DIGITAL
RESULTS
Watch the full presentation at merkleinc.com
Citizens Bank
Case Study:
Moving from
One-to-Many
to One-to-One
Customer
Experiences
Citizens Bank: Who we are
20
Testing into addressability
Future vision and next steps
Watch the full presentation
at merkleinc.com
21
Sponsored By:

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Merkle and Citizens Bank BAI webinar - one-to-one customer experiences

  • 1. Citizens Bank Case Study: Moving from One-to-Many to One-to-One Customer Experiences June 28, 2017 1 Sponsored By:
  • 2. Today’s presenters Kristine Prybyla Sr. Vice President, Director of Digital Marketing and User Experience Avery Faeth Sr. Account Manager, Client Engagement Sunil Rao VP, Audience Analytics
  • 3. Citizens Bank Case Study: Moving from One-to-Many to One-to-One Customer Experiences Citizens Bank: Who we are 3 Testing into addressability Future vision and next steps
  • 4. Citizens Bank Case Study: Moving from One-to-Many to One-to-One Customer Experiences Citizens Bank: Who we are 4 Testing into addressability Future vision and next steps
  • 5. Citizens Bank overview 5 Our Company Total Assets Deposits Branches ATMs $150.3billion $112.1billion 1,200 3,200 as of Mar. 31, 2017 numbers from the current About Us
  • 6. Citizens Bank serves 5 million+ individuals, institutions and companies 6 Employ 17,500 colleagues Retail Presence in 11 States Rochester, NY Boston, MA Providence, RI Manchester, NH Albany, NY: Buffalo, NY: Pittsburgh, PA: Cleveland, OH: Philadelphia, PA Detroit, MI • #12 in assets ($150.3B) • #12 in Deposits ($112.1B) • #11 in branches (1,200) • #7 in ATMS (3,200) Competitive positioning as of March 31, 2017
  • 7. Citizens’ priority marketing objectives 7 Improve the customer experience Grow digital contribution to overall business sales Shift from one-to- many to one-to-one Make more efficient marketing investments Watch the full presentation at merkleinc.com
  • 8. Citizens Bank Case Study: Moving from One-to-Many to One-to-One Customer Experiences Citizens Bank: Who we are 8 Testing into addressability Future vision and next steps
  • 9. 9 Improve the customer experience Grow digital contribution to overall business sales Shift from 1:Many to 1:1 Make more efficient marketing investments It’s about identity…
  • 10. Moving to addressability: Solution overview 10 1 Ingest Data from first-, second, and third-party sources 2 Analyze data (manual & automated/algorithmic) 3 Personalize, extend, and refine messaging to responsive audiences across channels Decision engine Site & in-app personalization RLSA Paid search targeting Ad server DSP/ ad Network Digital media targetingAudience SyndicationDMP Data Inputs Third-party cookie data Second-party media data First-party data DMP ESP Email triggering Watch the full presentation at merkleinc.com
  • 11. Citizens & Merkle: United by strategy and technology 11 Data Management Platform (DMP) technology enables the first stages of addressability by providing an anonymized view of the individual Pre - DMP DMP ExecutionExecution D M P First-party Data Second-party Data Search Call Center Paid Social Online Ads Website/ Mobile App Messaging (Email/SMS/ DM) First-party Data Second-party Data Third-party Data Third-party Data Search Paid Social Online Ads Website/ Mobile App Messaging (Email/SMS/ DM) Watch the full presentation at merkleinc.com
  • 12. Right messaging, right audience, and right time 12 Product-centric marketing One-to-Many Consumer-centric marketing One-to-One Before Data Management Platform & Digital Addressability Age 25-34 Boston Buying home Checking Savings Credit Card Mortgage Wealth HELOC Digital person With Data Management Platform (DMP) Existing bank customer Ideal prospect Most relevant message Watch the full presentation at merkleinc.com
  • 13. Personalization journey: From planning to implementation 13 Product-centric marketing One-to-Many Consumer-centric marketing One-to-One • Creative A/B & lift over control testing • Integrated CRM data to create cross channel customer journey • Piloted the first PBM campaign 2016  Combo Audience performed 57% stronger than BAU  List-based campaign had a 90% higher CTR than BAU • Value-based 1:1 personalization optimizes creative selection by user stage and product (POE) • Launched homepage site personalization 2017  6 BLs across EBD, student lending, HELOC  Random rotation of 12 creatives allows for broader testing once POE is deployed 2015 • Rules-based logic pre- determines user experience • Launched homepage leaderboard personalization  3-5 product offers per month  Established benchmarks LEADERBOARD STATS Watch the full presentation at merkleinc.com
  • 14. Identify challenges to face them Challenges Siloed Workstreams Range of Digital IQs Securing Budget Security & Privacy Concerns Company Wide Buy-In & Adoption Watch the full presentation at merkleinc.com
  • 15. Take action to drive addressability Stepping stone solutions Educate Identify Plan  Educate across all levels of data intelligence  Set clear expectations, outlining risks and opportunities  Executive level / Stakeholder sponsorship  Secure all required sign offs  Commit to an overall testing budget and plan (Citizens developed COE Team)  Determine measurement foundation supported my rigorous maintenance of data  Outline clear and prioritized roadmap  Develop and socialize test & learn plan Watch the full presentation at merkleinc.com
  • 16. Test: Audience segmentation through DMP 16 Product-centric marketing One-to-Many Make more efficient marketing investments • Unique audience: DMP audiences were 75% net new reach • More committed: Slightly higher application complete rate • Efficient media: Cost per application 77% more efficient vs. all lower funnel prospecting tactics excluding DMP DMP LF prospecting tactics excluding DMP SL prospecting cost per application 77% Reduction in CPA CPA CPA Used the DMP to build look-alike audiences modeled on online converters for a Student Lending product. Watch the full presentation at merkleinc.com
  • 17. Test: Audience-based messaging through site personalization Citizens saw positive conversion trends by uniting Citizens CRM list with site personalization and connecting digital and offline interactions. CTR Response Lift Over Control Baseline / Control 97% 82% HomepageTraffic .Com Audience A/B Message Improve the customer experience Checking BAUAll Other Visitors Defined Platinum Customer Audience Platinum Invitation- Courtney Platinum Invitation- Michelle Media Exposure Shift from 1:Many to 1:1 Watch the full presentation at merkleinc.com
  • 18. Test: Sequential messaging through DMP 18 Grow digital contribution to overall business sales Knowing users traditionally converted in-branch, Citizens used the DMP to facilitate a branch-like offer in the digital space Personalized Homepage Coupon Registration Email Confirmation Result Web-based account Opening Conversions Contributed 1.5X More than Typical Volume New Account Opening and Increased Deposits Watch the full presentation at merkleinc.com
  • 19. Citizens’ priority objective & campaign results Grow digital contribution to overall business sales Shift from one-to- many to one-to-one Make more efficient marketing investments Improve the customer experience Digital conversions contributed 1.5X typical volume People-based marketing increased engagement rates cross channel Cost per online acquisition decreased with net new audiences An experience aligned with needs drove higher conversion rates DIGITAL RESULTS Watch the full presentation at merkleinc.com
  • 20. Citizens Bank Case Study: Moving from One-to-Many to One-to-One Customer Experiences Citizens Bank: Who we are 20 Testing into addressability Future vision and next steps
  • 21. Watch the full presentation at merkleinc.com 21 Sponsored By:

Notes de l'éditeur

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  11. Presenter: Kristine
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  13. Presenter: Avery
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  17. Presenter: Kristine