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COMMERCIAL IN CONFIDENCE
Efficient Marketing Spend ASVO 2014
Professor Larry Lockshin
Ehrenberg-Bass Institute for Marketing Science
University of South Australia
COMMERCIAL IN CONFIDENCE
2
S U P P O R T E D B Y S O M E O F T H E
W O R L D ’ S B I G G E S T B R A N D S
COMMERCIAL IN CONFIDENCE
3
Thanks to our corporate sponsors from many countries
Europe
Britvic
D.E Master Blenders 1753
Diageo Europe
Edrington
FrieslandCampina (Netherlands)
Kantar Worldpanel (Spain)
Kantar Worldpanel (UK)
Kellogg’s
Leo Burnett
Mountainview Learning
Red Bull (Austria)
TNT Express
ZenithOptimedia
Africa
Caxton Publishers & Printers
Distell
FirstRand
South African Breweries
Global Sponsors
Coca-Cola
Colgate-Palmolive
Mars
Nielsen
Procter & Gamble
Unilever
North America
Anheuser-Busch InBev
Bristol-Myers Squibb
CBS
ESPN
General Mills
General Motors
Kraft Foods Group
Mondelez International
SC Johnson
Sun Products Corporation
Turner Broadcasting System
Asia Pacific
AMBA Communications
ANZ Australia
Barossa Co-op
Carlton & United Breweries
Department of Environment,
Water & Natural Resources
Foxtel
GlaxoSmithKline
Google (Singapore)
Kantar Worldpanel
(Malaysia)
Kmart
kwp! Advertising
Lion Dairy & Drinks
Mondelez (Australia)
Mondelez (Japan)
Parmalat Australia
People’s Choice Credit
Union
PepsiCo
PHD
Red Rooster Foods
Roy Morgan Research
Sanitarium Health &
Wellbeing (Australia)
Schweppes Australia
United Spirits Limited
University of South Australia
Laws of Marketing
Law 1: must gain new customers to grow
Law 2: loyal (heavy) buyers decrease over time
Law 3: all brands share customers with other brands
How to spend efficiently – a few recommendations
Overall Agenda – How to understand and
predict consumer choices
How Science Works
Repeated empirical observations, across a
wide range of conditions ...
Scientific “laws” = prediction & explanation_
Theory = weaves laws together into a story ...
a view of the world
Laws are the vital
building blocks ➡ Empirical laws simply say how things are related.
➡ And under what conditions ...
which tells us what matters and what doesn’t.
A revelation: Many of the theories in your head …
which drive your intuition … are wrong
Theories need to be built on the bedrock
of empirical laws
Law 1: Grow by gaining new customers Because in the real world ...
Brands vary tremendously in market share.
With large variations in penetration (size of customer base).
But vary little in their loyalty metrics (behavioural and attitudinal).
Therefore: it is impossible to get already loyal (heavy)
buyers to buy more.
Focus on getting occasional (light) buyers and non-buyers
Law 1: growing your wine brand
• Loyalty card data from national liquor store chain
• 5000 card members’ purchases over 3 years
• Use of attributes instead of brands
Panel data purchases (Lockshin, Jarvis, Cohen)
Individual level records
Repeat purchase analysis
Brands differ in penetration not
in purchase frequency
10
Market share and
penetration decrease
much more than
purchase frequency
Market share and related measures for
grape variety in Australia
Market share and
penetration decrease
much more than
purchase frequency
Wine regions follow the same pattern
Market share and
penetration decrease
much more than
purchase frequency
w = wo/(1-b)
Double Jeopardy law
More popular brands are known by more people.
And those people are slightly more likely to say they like the
brand.
Smaller brands have smaller customer bases and those
customers buy the brand slightly less often.
To grow you must substantially increase the size of your
customer base.
Targets to lift purchase frequency (substantially) are a
fantasy.
Law 2: The number of loyal
customers shrinks over time
Loyal (top 20% of buyers) = about 55% - 60% of sales: BUT
Across 139 brands in 15 categories
Only 50% of current heavy buyers remain heavy brand buyers
the next year
Sales contribution of those remaining drops 15%
At the category level
65% of heavy (loyal) buyers remained after 1 year
Heavy buyers of the category buy a wider range of brands
14
0
8
16
24
32
40
0 2 4 . . . 12 . . . . . . . . . . . . . . . . . . . 52
% of cola buyers buying Coke x times
If you buy yourself a Coca-cola more
than 3 times a year then you are one of
Coke’s heavy buyers!
Source: TNS Impulse Panel (UK,
2005)
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There are very few heavy/loyal buyers,
even of Coca-Cola
Wine purchasing is the same,
Most buyers are light buyers N
um
be
r o
f b
uye
rs
Quantity
953.00
330.00
252.00
210.00
178.00
152.00
126.00
101.00
76.00
51.00
26.00
1
Fre
quen
cy
225
200
175
150
125
100
75
50
25
0
Number of bottles
There are many more light buyers than heavy
buyers overall.
Key implications
Think heavy half; light half
Focusing on heavy buyers means ignoring half
of your sales!!!
Look for tactics to (cost effectively) reach many
light buyers or non-buying wine drinkers
Law 3: Duplication of Purchase law
In any time period, you share much of your customer base with
the big brands, and a little of your customer base with the
smaller brands.
bY/X = DbY (D = ave.duplication/ave.b) b = penetration
You share customers with all the rival brands in line with
their size.
Coke shares customers as predicted
2000-2001 % who also bought:
Buyers of: Coke Diet Coke
Pepsi Tango Lilt Fanta Dr Pepper
Diet Pepsi
Coke 43 41 31 29 25 25 17
Diet Coke 65 38 29 25 22 25 29
Pepsi 72 44 37 33 29 29 26
Tango 68 42 46 41 36 35 20
Lilt 67 38 43 43 39 32 14
Fanta 70 40 46 45 46 35 20
Dr Pepper 72 48 49 47 41 36 20
Diet Pepsi 61 70 56 33 22 26 25
Average 68 46 43 38 33 29 29 21
Expected 69 46 40 32 30 25 24 19
*1.3 x Penetration
29
70
Duplication of purchase by grape variety
Grape varieties ‘share’ buyers in relation to their overall size
So, how do we spend efficiently on
marketing?
1. Don’t change packaging
2. Use same logo/colours in all communication
So, how do we spend efficiently on
marketing?
3. Consider each promotion opportunity: tastings,
sponsorships, wine dinners, road shows….in terms
of penetration- how many new or light buyers will I
reach on top of my heavy/loyal buyers?
Communication: what to focus on?
Media that cost effectively reaches many light/non-buyers (who are
essential for maintenance as well as growth)
• regular intervals (not 1 or 2X per year)
What about social media?
• Isn’t this a cheap way to reach consumers?
• What about ‘engagement’? Doesn’t this create strong mental
structures?
Illustration of media planning for wine
• $100,000 spent on 3 different campaigns
• Aiming for reach (not frequency)
• Increase the total number seeing the brand
• One viewing increases purchase probability
• Repeat viewing has little effect
Alternative 1 – TV advertising
Media Class
TV Freq per
Week Position
Weeks On
Air
Reach
(%)
Reach
Cost
($000s)
Channel 10
Brisbane 1
Wed - Fri
Prime-time 11 3 116,000 40
Channel 10
Perth 1
Wed - Fri
Prime-time 12 5 88,000 33
Channel 10
Adelaide 1
Wed - Fri
Prime-time 12 7 83,000 26
Average 1 5 95,667 33
Total Cost $98,810
Media Class
Newspaper Freq per
Week Position
Weeks On
Air
Reach
(%)
Reach
Cost
($000s)
Sydney
Morning Herald
1 Good Food
supplement 12 14 1,004,000 25
The Weekend Australian
1 Run-of-press 12 2 761,000 18
Courier Mail 1 Run-of-press 12 5 488,000 25
Magazine Freq per
month
Months On
Air
Australian
Gourmet Traveler
1 Within
magazine 6 2 295,000 30
Average 1 8 635,000 25
Total Cost $98,000
Alternative 2 – Print advertising