audience management - merkle management breakout.pdfaudience management is the bridge between...
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AUDIENCE MANAGEMENT PETER VANDRE, MERKLE VP, DIGITAL ANALYTICS
RICK HEFFERNAN, TRAVELERS 2VP DIGITAL MARKETING
Identity Management
Audience Management
Consumer Privacy &
Compliance
Platform Data
Platform Execution
Platform Enablers
Audience Management Audience management is the discipline of identifying, sizing, and tracking audiences with the purpose of driving higher customer value
Name: Tom Malthus Address: 1001 Semblance Dr. DOB: 10.03.1965 Alias: MarketableDig Handle: @MarketableTom IP: 192.168.1.201 Cookie: 49526F636B Phone: 443.542.4000
Personalization
Device
Offer
Treatment
Message,
Product
Time
Contact Management
Behavioral Triggers
Models Segmentation
Audience Management is the bridge between identity management and media and channel optimization
Identity Management
Audience Management
Media or Channel Optimization
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Audience management framework should be expansive
+400%
Unqualified prospects & waste
Addressability at Scale
Upper funnel
Mid funnel
Lower funnel
Customer (New, Active, Lapsed)
Unknown
High-value
Low-value
• Upper thru lower funnel
• Known and anonymous
• Segment and individual
• Prospect to customer
• Digital and offline channels
…but rollout should be pragmatic and
systematic
4
Components to effective audience management
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Contact Management
Behavioral Triggers
Models Segmentation
How we understand customers and design experiences
Who to target and how to optimize
message components
Individual consumer actions that trigger a response
Optimizing connections across touch points
How audience management impacts the customer journey
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Online display
Search for ‘new mower’
•Creative: Suburban Gardner segment
• Contact Mgt: 10 per week
• Targeting: Lapsed buyer segment direct match, Programmatic Model
•Message: Suburban Gardner segment, Google, RLSA segment 25
•Targeting: Google RLSA
Click to landing page
Message: Behavioral Trigger Contact Mgt: Other Email contact suppression
Email Trigger
Creative/offer Personalization engine, Gardner segment, Preferred store model
•Product: Product recommender model
Personalized Header: Loyalty segment
Segmentation
• Manage, plan around, and strategize on consumers
• Determine groups of consumers that align with corporate strategy
• Strategic targeting • Corporate branding and strategy • Product development • Mass market promotions
Enterprise Segment
• Smaller groups of individuals • Examples are lifecycle and value
segmentation • Acquisition, retention, cross sell
program • Channel strategy, program and offer
development
Micro Segment
• The “most granular” targetable entity • This is the last mile of deciding who to
target and what to say • Models for targeting, personalization,
and next best action • Behavioral triggers
Individual
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Segmentation is addressable across anonymous and known media and channel interactions
Anonymous Consumer Interactions
Segmentation Retrofitting existing segmentation rarely
works
Anonymous Audience Data
Identifiable Audience Data
Design based on data you actually have
(online and offline) not based on what you
wish you had
• Built on sample audience and research data
• But can be mapped across entire known and anonymous individuals universe
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Research Data
Known Consumer Interactions
Cookie IDSocial ID
Name / AddressEmail
Merkle DataSouce TM
Optimized Data Content
Comscore
Audience Platforms
Merkle Brilig
Social Networks
DSPs
Search Engines Other Publishers
Ad Networks
Population Scale Targeted Pop CPM Budget Apps Policies Product
Mix CPA Value
Programmatic 73,100,000 30% 21,930,000 $2.00 $2,280,720 34,991 1,671 51% $1,365 $16,742,863Guaranteed Direct 47,300,000 30% 14,190,000 $2.00 $1,475,760 25,157 937 29% $1,575 $6,380,407PS-Branded 58,050,000 20% 11,610,000 $2.00 $1,207,440 20,583 360 11% $3,350 $5,015,497Ps-Unbranded 21,500,000 20% 4,300,000 $2.00 $447,200 7,623 156 5% $2,868 $1,218,449Affiliates 15,050,000 20% 3,010,000 $2.00 $313,040 5,336 124 4% $2,531 $1,381,351Total 215,000,000 55,040,000 $2.00 $5,724,160 93,689 3,248 100% $1,763 $30,738,567
Programmatic 73,100,000 40% 29,240,000 $2,50 $3,801,200 41,989 2,005 55% $1,896 $20,091,436Guaranteed Direct 47,300,000 40% 18,920,000 $2.50 $2,459,600 30,188 1,124 31% $2,188 $7,656,488PS-Branded 58,050,000 20% 11,610,000 $2.00 $1,207,440 20,583 360 10% $3,350 $5,015,497Ps-Unbranded 21,500,000 10% 2,150,000 $3.00 $335,400 3,812 78 2% $4,302 $609,224Affiliates 15,050,000 10% 1,505,000 $3.00 $234,780 2,668 62 2% $3,796 $690,676Total 215,000,000 63,425,000 $2.44 $8,038,420 99,239 3,629 100% $2,215 $34,063,321
Programmatic 73,100,000 20% 14,620,000 $2.00 $1,520,480 25,919 1,238 58% $1,229 $12,402Guaranteed Direct 47,300,000 20% 9,460,000 $2.00 $983,840 16,771 625 29% $1,575 $4,253,604PS-Branded 58,050,000 10% 5,805,000 $2.00 $603,720 10,291 180 8% $3,350 $2,507,748Ps-Unbranded 21,500,000 5% 1,075,000 $2.00 $111,800 1,906 39 2% $2,868 $304,612Affiliates 15,050,000 10% 1,505,000 $3.00 $234,780 2,668 62 3% $3,796 $690,676Total 215,000,000 32,465,000 $2.05 $3,454,620 57,555 2,143 100% $1,612 $20,158,762
Simulation
Prospecting
Remarketing
Total
$39MM $104MM $170MM $382MMNPV of Revenue Impact
Year 1 Year 2 Year 3 Years 4+5
Addressable Media
Channel Optimization
Average customer value
$15MM $43MM $73MM $206MM
$24MM $61MM $97MM $176MM
+5 +25 +10 +5
• Use Connected data to understand/predict/model NPS results across subscriber base and target subscribers for Promoter maintenance or Detractor intervention strategies
• Roughly 1bp (~31k subs) reduction in Voluntary Churn YoY over next 5 years• Combine Customer service, Billing contacts with customer data to improve churn rates
• 1%-3% increase in customer acquisition over 5 years• Increased response/conversion from digital media efficiency by connecting Anonymous
Data to CRM data for better targeting, measurement and segmentation• Increased effectiveness of remarketing and personalization (offer/package) in Search,
Display, Site and Email
Current plan performance
Media Saturation
Merkle Client benchmarks
Business assumptions
Geo
AgeIncome
Credit
Attribution/ Measurement
Strategy/Planning
Approach
Optimization
TacticsTracking
Define the Target Audience
Map and SizeAudience
Map target to Audience Platforms
Analyze current Media Plan vs. Competitors
Create new Addressable Plan
Final Output and Review
Plan Performance Simulations
Target Audience
• 40 MM HH’s • 70 MM Individuals
Audience Sizing and Linking to Opportunity
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Travelers Case Study Rick Heffernan
Background – Travelers Insurance • Travelers is the 5th largest U.S. Property & Casualty Insurer with more
than 30,000 employees and had $26 billion in revenue in 2013. • Traditionally operated through independent agent and broker distribution
channel • Heavily invested in developing and rapidly expanding the direct to
consumer channel with a primary focus on the Preferred market. • Strong belief and commitment towards leveraging the power and
efficiency of digital media and channels. • Recently launched new product that appeals to a broader customer
segment.
Capture in-market prospects and drive to action, reconnect with shoppers who have already engaged but did not convert
Audience: Remarketing
Cultivate Interest and create engagement
Audience: Customer Look-A-Likes
Create awareness and drive Interest/consideration
Audience: New / Non-Visitors Upper funnel
Mid funnel
Lower funnel
Segmentation and Targeting are Crucial to Attract the Right Audience and Ultimately Lead Them Down a Path to Conversion
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How Travelers does audience management
Travelers CRM (Foundational
Marketing Platform)
Creating golden customer record of engagement across online and offline interactions
DMP DSP sPMD
Annonymized Customer Data
& Offline Transaction
Data
Audience Creation, Syndication & Management
Media Execution
Digital Attribution Platform
Transaction Data
Media Analytics Lab
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Segment building, audience modeling & ad hoc analysis
Segments & Rules
Cookie & Customer Data
Online Display Mobile
Paid Search
Online Video
Digital Media Execution
Paid Social
Private Marketplaces Programmatic Prospecting
Custom models with 1st and 3rd party data
2014 program dimensions (examples only)
Highly Targeted Segment Driven Approach to Drive Scale in Mid and Lower Funnel
Mid funnel
Lower funnel
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Search remarketing Segmented site remarketing Custom audiences for x-sell
Geography Customer Value
Contact Frequency
Behavioral Triggers
Key milestones and challenges • Sponsorship required at CMO level to drive investments and strategy • Major investments in technology and analytics • Challenges of optimizing and driving down costs • Organizational and agency alignment at each major step
Technology Assessment
and Business Case
DSP Consolidation
Logfile Integration with DSP
Digital Attribution launched
Major product redevelopment and re-launch
Foundational CRM Marketing Platform go live
Business case approved for expansion of AAS digital
program
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Jan 2014
Mar 2014 Aug 2013
May 2012 Oct 2013
Dec 2012 May 2012
Our approach is driving strong results
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Acquisition costs have dropped significantly: We are driving more and more scale:
YOY new lead acquisition costs
decreased by 75%
Cost per sale was down by over 60%
Over same period, sales were up over 185%
75% 60+%
185%
Questions? Peter Vandre, [email protected]
Rick Heffernan, [email protected]
Strategic Tactical
• Based on research • Rich insight into consumers • Informs strategy
• Based on behavior • Actionable; tied to database • Informs tactics
Rich Actionable
© 2013 Merkle Inc. All Rights Reserved. Confidential 19
Media Budget Allocation
100%
135% 135% 135% 135%
39,002
43,982
41,264
38,640
34000
36000
38000
40000
42000
44000
46000
90%100%110%120%130%140%150%160%
Baseline Scenario 1 Scenario 2 Scenario 3 Scenario 4
Total
Polic
ies
% Bu
dget
to 20
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Budget Comparison
Budget New Customers
Scenario Scenario Budget Brand TV
Print Display Paid Search
Online Lead Gen
Baseline 2011 budget 100% 100% 100% 100% 100% 100%Scenario 1 2012 budget 135% 151% 151% 109% 122% 136%Scenario 2 2012 Maximize
Portfolio Value 135% 86% 26% 270% 236% 125%
Segment 1 215% 95% 18% 450% 280% 138%Segment 2 154% 92% 20% 395% 210% 153%Segment 3 136% 60% 40% 280% 315% 127%Segment 4 88% 66% 25% 120% 180% 114%Segment 5 75% 70% 24% 120% 115% 116%
Strategic Planning Value Proposition Program Planning Addressable Media
Media budget allocation by segment to maximize return based on Media Mix Optimization
© 2013 Merkle Inc. All Rights Reserved. Confidential 22
Market Understanding
Strategic Planning Value Proposition Program Planning Addressable Media
Segment strategy built around the segment value proposition; detailed media mix, product differentiators, brand attributes, low price vs. value, channel objectives
© 2013 Merkle Inc. All Rights Reserved. Confidential 27
Website Personalization
Strategic Planning Value Proposition Program Planning Addressable Media
Channel (website) personalization by predicting segment based on online characteristics
Segment 1
Segment 2
Segment 3
Segment 4
Segment 5
© 2013 Merkle Inc. All Rights Reserved. Confidential 28
Direct Marketing Testing
Seg Initial Recommendations
1
Position: Company has a great selection, you can find whatever you want!Highly likely to reactivate naturally
Test Trigger Program with Shortened Inactive Window (e.g. 20-weeks) v. no contact controlTest reactivation model v. no contact control Test recognition based program
2
Position: Company has something for you!Highly influenced to purchase items shown on air.
Test “Upcoming Shows” communications, highlight popular showsTest Reactivation Model Depth of file to maximize ROI.Communicate based on product affinities
3
Position: It’s about convenience. Shop when you want!. High penetration of Internet and Multi-Channel customers.
Test penetration into model with lower cost e-campaigns.Test multi-touch campaignsTest personalized URL’s to get click through activity
Audience Segment Creative Cell Contact NotesTop Model Segment 1 V1 1 Emailable: Multi Multi cell includes 2 emails + 1
DM2 Emailable: EM 2 EM only3 Emailable: Holdout No contact4 DM Only 1 DM only5 DM Holdout No contact
Segment 2 V2 6 Emailable: Multi Optional7 Emailable: EM Optional8 Emailable: Holdout Optional9 DM Only
10 DM HoldoutV3 11 Emailable: Multi
12 Emailable: EM13 DM Only
Strategic Planning Value Proposition Program Planning Addressable Media
Direct mail and email testing by segment
Enterprise Segmentation Should Be
Strategic Planning Value Proposition Program Planning Addressable Media
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