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Strategy & Data
4A’s Strategy Festival
Lung Huang
VP of Digital Advertising, Global Partnerships
@Lung_Huang
Big Data &
Data Driven
Marketing
4

© dunnhumby.com 2013 | Confidential
5

90%
OF THE WORLD’S DATA WAS GENERATED IN THE

LAST TWO YEARS*
Source: US Chamber of Commerce 2013
© dunnhumby.com 2013 | Confidential
Size of data sets in terabytes
Business email sent per year ………………………..…… 2,986,100
Content uploaded to Facebook each year ………..……… 182,500
Google’s search index …………………………….……….... . 97,656
Kaiser Permanente’s digital health records ……………….. 30,720
Large Hadron Collider’s annual data output …..…………… 15,360
Videos uploaded to YouTube per year ……………….…..... 15,000

6

© dunnhumby.com 2013 | Confidential

National Climactic Data Center……………………….…… 6,144
Library of Congress’ digital collection…………….…….…5,120
US Census Bureau Data ………………………………...... 3,789
Nasdaq stock market database …………………………... 3,072
Tweets sent in 2012 …………………………………………… 19
Contents of every print issue of WIRED …......................... 1.26
dunnhumby’s Context

24 Years … 28 Countries … 1,000s of Clients
400M Customers … All Media Channels
© dunnhumby.com 2013 | Confidential
8

© dunnhumby.com 2013 | Confidential
Strategy and Data –
3 ways the world is changing
The Changing World

Your Opportunities

 New kinds of data and
new uses

 Learn what data your
clients are using

 New skills and
orientation needed

 Understand role of
data and possibilities

 Growing expectations
among consumers

 Use data to drive
consumer relevance

© dunnhumby.com 2013 | Confidential
What do I know about my customers?

SHOPPING

what
I buy

HOW
I SHOP

WHERE
I AM
WHAT I
SEE/HEAR

HOW I
DECIDE

MEDIA

WHO I
KNOW/INFLU
ENCES (MY
SOCIAL
NETWORK)

WHAT
I LIKE

WHO
I AM

10

© dunnhumby.com 2013 | Confidential

MY
NEEDS/PREFER
ENCES

MOTIVATIONS
Integration across channels to deliver a relevant experience
DM
WOM
EMAIL

EARNED MEDIA

SOCIAL
PLATFORMS

MOBILE

PAID MEDIA
RETAIL
MEDIA

OWNED MEDIA

DISPLAY

WEBSITE/
MOBILE
APPS

SOCIAL
TV

11

© dunnhumby.com 2013 | Confidential
© dunnhumby.com 2013 | Confidential
“BIG DATA”
(e.g. digital media
exposure data)

13

© dunnhumby.com 2013 | Confidential

NEW INSIGHT
DATASET

SHOPPER
DATA
Purchased-based online
targeting + sales measurement

dunnhumby
creates target
using customer
purchase data

© dunnhumby.com 2013 | Confidential

media partner
finds and serves
those households
anywhere online

dunnhumby
measures
purchases back
to POS data
Direct link between TV ad exposure
and purchase data
Measure impact
by:
Creative
Frequency
Duration
Timing / Day Part
Context

Macy’s
Purchase
Households

15

© dunnhumby.com 2013 | Confidential

2.2 Million TV
Viewing
Households

Single Source Matched HH
On-line Advertising: Purchase data
makes it more effective
+163%

© dunnhumby.com 2013 | Confidential

+121%

+28%
CASE STUDY

Innovate store brand products to fill “basket holes”
PROBLEM:
Customers were shopping at
competitor stores for key
products
INSIGHT:
????
SOLUTION:
Developed own label range to
complete existing customers
baskets
RESULTS:
• Tesco Finest is a £1.2bn+
brand
• Bigger than Coca-Cola in the
U.K.
• + 700 SKUs

17

© dunnhumby.com 2013 | Confidential
CASE STUDY

Improving retail decisions: range/assortment

PROBLEM:
Current milk layout is built around brands. Lactose free milk is not easy to shop for.
INSIGHT:
Customer behavior shows us that they shop by category; customers choose milk first by
product type rather than size or brand.

18

© dunnhumby.com 2013 | Confidential
WHAT’S NEXT
It is Mobile,
but Payments
will be transformative
20

© dunnhumby.com 2013 | Confidential
Predictive Technology
becomes the norm

© dunnhumby.com 2013 | Confidential
Insights
Insights
Trumps All
not Data.
22

© dunnhumby.com 2013 | Confidential
Thank you
Lung.Huang@dunnhumby.com

© dunnhumby.com 2013 | Confidential

@Lung_Huang
212-379-3036

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Lung Huang - Strategy & Data - 4A's Strategy Festival 2013

  • 1. Strategy & Data 4A’s Strategy Festival
  • 2. Lung Huang VP of Digital Advertising, Global Partnerships @Lung_Huang
  • 3. Big Data & Data Driven Marketing
  • 4. 4 © dunnhumby.com 2013 | Confidential
  • 5. 5 90% OF THE WORLD’S DATA WAS GENERATED IN THE LAST TWO YEARS* Source: US Chamber of Commerce 2013 © dunnhumby.com 2013 | Confidential
  • 6. Size of data sets in terabytes Business email sent per year ………………………..…… 2,986,100 Content uploaded to Facebook each year ………..……… 182,500 Google’s search index …………………………….……….... . 97,656 Kaiser Permanente’s digital health records ……………….. 30,720 Large Hadron Collider’s annual data output …..…………… 15,360 Videos uploaded to YouTube per year ……………….…..... 15,000 6 © dunnhumby.com 2013 | Confidential National Climactic Data Center……………………….…… 6,144 Library of Congress’ digital collection…………….…….…5,120 US Census Bureau Data ………………………………...... 3,789 Nasdaq stock market database …………………………... 3,072 Tweets sent in 2012 …………………………………………… 19 Contents of every print issue of WIRED …......................... 1.26
  • 7. dunnhumby’s Context 24 Years … 28 Countries … 1,000s of Clients 400M Customers … All Media Channels © dunnhumby.com 2013 | Confidential
  • 8. 8 © dunnhumby.com 2013 | Confidential
  • 9. Strategy and Data – 3 ways the world is changing The Changing World Your Opportunities  New kinds of data and new uses  Learn what data your clients are using  New skills and orientation needed  Understand role of data and possibilities  Growing expectations among consumers  Use data to drive consumer relevance © dunnhumby.com 2013 | Confidential
  • 10. What do I know about my customers? SHOPPING what I buy HOW I SHOP WHERE I AM WHAT I SEE/HEAR HOW I DECIDE MEDIA WHO I KNOW/INFLU ENCES (MY SOCIAL NETWORK) WHAT I LIKE WHO I AM 10 © dunnhumby.com 2013 | Confidential MY NEEDS/PREFER ENCES MOTIVATIONS
  • 11. Integration across channels to deliver a relevant experience DM WOM EMAIL EARNED MEDIA SOCIAL PLATFORMS MOBILE PAID MEDIA RETAIL MEDIA OWNED MEDIA DISPLAY WEBSITE/ MOBILE APPS SOCIAL TV 11 © dunnhumby.com 2013 | Confidential
  • 12. © dunnhumby.com 2013 | Confidential
  • 13. “BIG DATA” (e.g. digital media exposure data) 13 © dunnhumby.com 2013 | Confidential NEW INSIGHT DATASET SHOPPER DATA
  • 14. Purchased-based online targeting + sales measurement dunnhumby creates target using customer purchase data © dunnhumby.com 2013 | Confidential media partner finds and serves those households anywhere online dunnhumby measures purchases back to POS data
  • 15. Direct link between TV ad exposure and purchase data Measure impact by: Creative Frequency Duration Timing / Day Part Context Macy’s Purchase Households 15 © dunnhumby.com 2013 | Confidential 2.2 Million TV Viewing Households Single Source Matched HH
  • 16. On-line Advertising: Purchase data makes it more effective +163% © dunnhumby.com 2013 | Confidential +121% +28%
  • 17. CASE STUDY Innovate store brand products to fill “basket holes” PROBLEM: Customers were shopping at competitor stores for key products INSIGHT: ???? SOLUTION: Developed own label range to complete existing customers baskets RESULTS: • Tesco Finest is a £1.2bn+ brand • Bigger than Coca-Cola in the U.K. • + 700 SKUs 17 © dunnhumby.com 2013 | Confidential
  • 18. CASE STUDY Improving retail decisions: range/assortment PROBLEM: Current milk layout is built around brands. Lactose free milk is not easy to shop for. INSIGHT: Customer behavior shows us that they shop by category; customers choose milk first by product type rather than size or brand. 18 © dunnhumby.com 2013 | Confidential
  • 20. It is Mobile, but Payments will be transformative 20 © dunnhumby.com 2013 | Confidential
  • 21. Predictive Technology becomes the norm © dunnhumby.com 2013 | Confidential
  • 22. Insights Insights Trumps All not Data. 22 © dunnhumby.com 2013 | Confidential
  • 23. Thank you Lung.Huang@dunnhumby.com © dunnhumby.com 2013 | Confidential @Lung_Huang 212-379-3036

Editor's Notes

  1. http://www.wired.com/magazine/2013/04/bigdata/
  2. Replace Macys, Tesco, Kroger with Mars, Kimberly Clark, Colgate.
  3. Use photo of woman. Recreate with circle. Clean up a bit.
  4. Use woman.
  5. Tesco was losing mid-market customers who thought that Tesco food wasn’t good enough for guests. Lost customers during holidays and Easter.
  6. Do we use both images? Do we use the layover as a second slide or animation? Let’s use the system of Problem, Insight, Solution, Results.