Harnessing Big Data For Marketing Results
-
Upload
aileen-cahill -
Category
Documents
-
view
241 -
download
1
Transcript of Harnessing Big Data For Marketing Results
© 2015 Merkle. All Rights Reserved. Confidential
Harnessing Big Data for Consumer Insights
Shopper Marketing ExpoPresented By: Matt Mobley & Aileen CahillOctober 14, 2014
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill2
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
3 C’s of the Addressable Consumer Experience
CONNECTIVITYCONTEXT CONTENT
Leverage data and build context as the
consumer moves up, down and
sideways through the funnel
Deliver content as a compelling, singular
experience that moves and contours around the consumer
3
Desktop Phone Tablet TV
Use connectivity to enable
measurement and targeting where
ever the consumer chooses to engage
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
3 Must-Haves for a Connected Marketing Solution
Audience Mobility
Data Democratization
Integrated Insights
O R C H E S T R AT I O N
4
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
Data Democratization
5
Available to all users and processes
Understandable by all users and processes
Liberated from organizational and technological silos
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
Audience Platforms
Identity ManagementOnboarding CDI/DDI Cross Device
Business Rules Engine
Decisioning Algorithms
Audience Management
Real-Time Data Transfer
Advanced Analytics
Attribution / Forecasting
Business Intelligence
Analytics Management Platform
Data Management Platform
Decision Optimization Platform
Predictive Engine
Audience Syndication
Marketing DatabaseCustomer
360°Data
IntegrationEvent
Stream
Loyalty PlatformPoint
EngineReward
ManagementMember
Administration
Channel ExecutionMedia Execution
Site Contact CenterMobile POSDirect Mail SearchSocial Display Email DTV
Content ManagementGovernance Workflow Distribution
Application ServicesData Services APIs Tag Management Preference Center
Mar
ketin
g A
utom
atio
nC
ampa
ign
Man
agem
ent
Aud
ienc
e O
rche
stra
tion
Lead
M
anag
emen
t
The Data Flow
6
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
Audience Mobility
7
Track contactable individuals as they move freely from one execution platform, media or channel to another
Liberate audiences from organizational and technological silos
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
The Challenge of Audience Mobility
8
Audience Platforms
Identity ManagementOnboarding CDI/DDI Cross Device
Advanced Analytics
Attribution / Forecasting
Business Intelligence
Analytics Management Platform
Data Management Platform
Decision Optimization Platform
Marketing Database Loyalty Platform
Channel ExecutionMedia Execution
Content Management
Application ServicesData Services APIs Tag Management Preference Center
Mar
ketin
g A
utom
atio
n
AUDIENCE GENERATOR AUDIENCE GENERATOR
PROGRAM ORCHESTRATION
PROGRAM ORCHESTRATION
PROGRAM ORCHESTRATION
AUDIENCEGENERATOR
AUDIENCE GENERATORAUDIENCE GENERATOR
PR
OG
RA
M O
RC
HE
STR
ATIO
N
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
Integrated Insights
9
Deep understanding of individuals & audiences for analysis, targeting, optimization, and measurement purposes
Marketing processes driven by the knowledge gleaned from data
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
The Challenge of Integrated Insights
10
Audience Platforms
Identity ManagementOnboarding CDI/DDI Cross Device
Business Rules Engine
Decisioning Algorithms
Audience Management
Real-Time Data Transfer
Advanced Analytics
Attribution / Forecasting
Business Intelligence
Analytics Management Platform
Data Management Platform
Decision Optimization Platform
Predictive Engine
Audience Syndication
Marketing DatabaseCustomer
360°Data
IntegrationEvent
Stream
Loyalty PlatformPoint
EngineReward
ManagementMember
Administration
Channel ExecutionMedia Execution
Site Contact CenterMobile POSDirect Mail SearchSocial Display Email DTV
Content ManagementGovernance Workflow Distribution
Application ServicesData Services APIs Tag Management Preference Center
Mar
ketin
g A
utom
atio
nC
ampa
ign
Man
agem
ent
Aud
ienc
e O
rche
stra
tion
Lead
M
anag
emen
t
INSIGHTS
INSIGHTS
INSIGHTS
INSIGHTS INSIGHTS
INSIGHTS
INSIGHTS
INSIGHTS INSIGHTS
© 2015 Merkle. All Rights Reserved. Confidential11 @MatthewCMobley @AileenCahill
Marketing MUST be a Blend
VERSUS
Science Art
AND
© 2015 Merkle. All Rights Reserved. Confidential12 @MatthewCMobley @AileenCahill
Data Enables “WHOLE-BRAIN” Marketing
Science of Marketing- Left Brain Focus
Art of Marketing- Right Brain Focus
ROI
Data-Driven
Predictive
Measurable
The Big Idea
Creative-Driven
Brand Building
Experimental
Whole-brained marketers deliver experiences that are:
Consumer-Centric Context-Aware Personalized Mutually-
Beneficial
© 2015 Merkle. All Rights Reserved. Confidential13 @MatthewCMobley @AileenCahill
Companies that Use Data are More Successful!
+ 5% More
Productive
+ 6% More
Profitable
Integrated Analytics
Can Free Up 15% - 20% Marketing $$
Budget Annually
2X More Likely to Be High Performing
McKinsey, Aug. 2014
McKinsey, Aug. 2014
McKinsey, Aug. 2014
Lenskold Group, 2009
© 2015 Merkle. All Rights Reserved. Confidential14 @MatthewCMobley @AileenCahill
People-Based Marketing Uses Data To Drive a Meaningful & Mutually Beneficial Dialog Relationship
Systematic Use of Information
• Customer Data Warehouse• Data analysis and gathering• Predictive modeling
To Attract and Keep Consumers
• Cost-efficient acquisition• Retention focused on profitable and
at-risk Consumers• Across channels
Through On-Going Dialogue
• Real-time response• Listening to customer• Personalized, customized offers and
messages
For Long-Lasting Mutually Beneficial Relationships
• Customer-based measurements• Continuous customer evaluation
© 2015 Merkle. All Rights Reserved. Confidential15 @MatthewCMobley @AileenCahill
Freq
uenc
y
Total Basket Dollar Value
Scanner Data Shopping Basket Analysis
Data Is Readily Available…
…Since 1980’s
Impulse Fill In Routine Stock Up
Discovered FOUR Distinct Shopping Occasions in Supermarkets
© 2015 Merkle. All Rights Reserved. Confidential16 @MatthewCMobley @AileenCahill
Diet Pepsi vs. Diet Coke
More Profitable
Drink MoreMore LoyalMore Male
BLIND; Diet Pepsi Taste was Preferred!Switching Campaign
Cobbled Together “Joseph’s
Technicolor Raincoat” of Data
Sources
Built Diet Coke Household
Predictive Model
Delivered a CASE of Diet Pepsi To 1MM Diet Coke
Households OVERNIGHT
Followed Up with Outbound Ray
Charles Phone Call (1st to Use IVR)
+8% Switching = $30MM per year
© 2015 Merkle. All Rights Reserved. Confidential17 @MatthewCMobley @AileenCahill
It’s What You Do With The Data & Math That Matters!
Conjoint Analysis LOGIT Model
Customer Satisfaction Reengineer Company
Fortune Magazine July 1992 “Right Side Up Company” & Marketing Science Institute Award
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill© 2015 Merkle. All Rights Reserved. Confidential
Bristol-Myers Squibb – Excedrin
Results
18
Situation• Very crowded market and small
share of voice
• Product advantage in treating migraines
Actions• Identified high value households
• Created a customer database
• Established headache remedy center (HRC); community website, newsletter, research studies
• Early positive result • Line extensionAwareness Equity Share Retention
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill© 2015 Merkle. All Rights Reserved. Confidential
Unilever – Mentadent Toothpaste
Results
Situation• Declining share & increasing
competition• Brand has advanced therapeutic
effects – FDA regulated• Consumers dearth of oral care info
& insights
Actions• Tagged ALL Media• Identified high value households• Created a customer database• Content-rich oral care newsletter
(Objective content with subtle sub-branding and an occasional incentive)
• Created a dynamic web site with access to dental professionals
• Increased retention rates and share of customer• Launched toothbrush line extension• Identified cross category opportunities with Dove Soap
19
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill© 2015 Merkle. All Rights Reserved. Confidential
Veterinary Healthcare Company
Results
Situation• Only 18k veterinary clinics but few
insights• Mass marketing by tractor trailer
load
Actions• Cobbled together exiting research &
customer data• Appended third party data • First ever customer segmentation• Secured funding for customer data
mart based on business value• Spiffed sales for inputting critical
information for “Top Dogs”
• Aligned objectives across business units driven by needs-based customer segmentation
• Increased sales force efficiency by 22%+
20
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill© 2015 Merkle. All Rights Reserved. Confidential
Luxury Furniture aka. Functional Art
Results
Situation• Only 4 years of transactional data• Going to market as cataloger
Actions• Analysis proving showroom driven
NOT catalog• Top quartile consumers appended
with 3rd party data • Identified 44 predictive variables• First ever customer segmentation
using CHAID• Defined showroom-based trading
zones• Introductory direct mail
• Store events• Acquired new consumers• Opened new showrooms & closed others
21
© 2015 Merkle. All Rights Reserved. Confidential @MatthewCMobley @AileenCahill
Consumer Product
22
• Micro-segmenting audiences • Personalizing interactions• Omnichannel view & measurement; beginning with website, online advertising and email
Depend Category Spend($/HH)
$3633
$279235
Veteran
New to Category
In Database
Not In Database
Consumers in database are significantly more valuable
CRM is about increasing consumer’s LifeTime Value (LTV)
CRM Segments
Category Spend = $271Share = 32%
Brand Spend = $86Database = 18%
Category Spend = $358Share = 57%
Brand Spend = $204Database = 18%
Category Spend = $169Share = 56%
Brand Spend = $94Database = 21%
Category Spend = $183Share = 33%
Brand Spend = $60Database = 44%
Loyalty
Valu
e
High
Hig
hLo
w
Low
© 2015 Merkle. All Rights Reserved. Confidential23 @MatthewCMobley @AileenCahill
Let’s All Be Leonardo!
© 2015 Merkle. All Rights Reserved. Confidential24 @MatthewCMobley @AileenCahill
Download Our Shopper Marketing White Paper
http://www2.merkleinc.com/CMWhitepaper
Just Published Today!!
Presentation will be on Slideshare
© 2015 Merkle. All Rights Reserved. Confidential
Thank You!
merkleinc.com
Matthew MobleyChief Technology Officer
[email protected]@MatthewCMobleywww.linkedin.com/in/matthewmobley
Aileen CahillSVP & Client Partner, Consumer Goods
[email protected]@AileenCahillwww.linkedin.com/in/AileenCahill