AN UNCOMMON VIEW OF THE CONSUMER - 401k Best...
Transcript of AN UNCOMMON VIEW OF THE CONSUMER - 401k Best...
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AN UNCOMMON VIEW OF THE CONSUMER • Global leader consumer insights
• Operate in over 100 countries measuring what consumers watch and buy
• Work through direct retail relationships and direct sales audit to measure sales
• Data, Measurement + Advanced Analytics + Software + Service
• Four Practices – End-to-End understanding of the Consumer
• Innovation – Drive new products based on consumer demand
• Marketing Effectiveness- Understand the overall spending on advertising and sales
• Sales Effectiveness– Drive performance through the sales process
• Consumerization – Drive programs down to the consumer segment
• Sales Effectiveness
• Price & Promotion
• Assortment & Space Optimization
• In-Store Performance
• Shopper & Loyalty
• Market Measurement
•
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MULTIPLE PROGRAMS DRIVE PERFORMANCE
BRAND MARKETING
PRICE PROMOTION ASSORTMENT
NEW PRODUCT PERFORMANCE
ON SHELF AVAILABILITY
CONSUMER ENGAGEMENT
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SIGNIFICANT INVESTMENTS ARE MADE Globally, over half a trillion $ is invested annually in trade promotion
$500,000,000,000
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MEASURE & MODEL GLOBAL CONSUMER BEHAVIOR Analytics Platform – Big Data, Models, Access
• Building a Common Data Environment – Granular Data
• 11 Countries Loaded – Promotional Benchmarks in Top 7
• 20 Countries In-Progress – Complete by Q2 2015
• 50 Countries Planned – Scheduled for Q4 2015
• Applying Data Sciences on Global Scale
• Promotional Benchmarks
• Price & Promotion Modeling (Coefficients for Performance)
• Market Structure & Assortment
• On-Shelf Availability
Fast - Accurate - Simple
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PROMOTIONAL BENCHMARKING IS ONE OF THE FIRST DELIVERABLES TO COME FROM THIS PROGRAM
Already the most comprehensive study of promotions yet conducted by anyone
Market-wide analysis of promotional performance Understand performance variation (Trade Efficiency) and identify best-in-class promotions Built using granular (store day) data 340 Categories across 16 departments Covers $750 billion annually in NA & Top 5 EU markets’ retail sales across all stores (excluding Walmart, Carrefour, and Discounters) Over 5MM UPCs and over 76MM annual events analyzed
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NORMATIVE FRAMEWORK TO MEASURE RETURN
Isolate Events o Identify promotion weeks based depth of discount vs. everyday price
Build a Calculation Framework o Incremental Sales = Total Sales – Baseline o Incremental Cost = Direct Trade Expense + Incremental COGs o Trade Return = Incremental Sales – Incremental Cost
Derive Promotion Costs by Applying Industry Standards o Manufacturers pay 80%-90% of Discount o Standard Cost for COGs, Feature & Display
Calculate Key Efficiency Metrics for Analysis o Trade Efficiency = Trade Return / Dollar Invested o % Sales on Trade
Robust approach provides rich promotion benchmarks
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BENCHMARKING DATA ANALYTICALLY IDENTIFIED EVENTS BASED ON SALES AND CASUAL DATA Sales and Event Examples Events are categorized based on promotion type, depth, and use of holiday timing
$0
$1
$2
$3
$4
-
10,000
20,000
30,000
40,000
50,000
60,000
70,000
80,000
90,000
100,000
Unit Sales Feature TPR Average Price
Sale
s U
nit
s A
verage Price
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TRADE PROMOTION BENCHMARKING
331 CPG CATEGORIES
5MM UPCs
76MM 2014
EVENT WEEKS
750B 2014
TOTAL RETAIL SALES
The largest global benchmarking program ever conducted. Market coverage US, CA, DE, FR, UK, SP, IT Data starting in Q1 2012 & Updated Quarterly
Source: Nielsen Trade Promotion Landscape Analysis 2015(US, Canada, FR, DE, UK, IT, SP)
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WE ALL KNOW PROMOTIONS CAN BE INEFFICIENT The majority of trade promotion events don’t break even
Source: Nielsen Trade Promotion Landscape Analysis 2015(US, Canada, United Kingdom, Spain, France, Germany, Italy)
59%
OF PROMOTIONS GLOBALLY DON’T BREAK EVEN
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RETAILERS ARE INCREASING USING TRADE PROMOTIONS TO SUPPORT SALES WHILE ROI IS TRENDING DOWN Promotion Frequency and Trade ROI Trend – 2012-2014 U.S., Canada, UK, Germany, France, Spain, and Italy
Source: Nielsen Trade Promotion Landscape Analysis 2015(US, Canada, United Kingdom, Spain, France, Germany, Italy)
4.20%
4.40%
4.60%
4.80%
5.00%
5.20%
5.40%
5.60%
$0.93
$0.94
$0.95
$0.96
$0.97
$0.98
$0.99
$1.00
$1.01
2012 2Q 2012 3Q 2012 4Q 2013 1Q 2013 2Q 2013 3Q 2013 4Q 2014 1Q 2014 2Q 2014 3Q 2014 4Q
Tim
e o
n P
rom
oti
on
per
UP
C
Man
ufa
ctu
rer
Trad
e Ef
fici
ency
Global Trend: US, Canada, and Top 5 EU Markets
Manufacturer Trade Efficiency Time on Promo Per UPC
Linear (Manufacturer Trade Efficiency) Linear (Time on Promo Per UPC)
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DAIRY
75%
MEAT
62%
FRO
ZEN
FO
OD
S
66
%
GEN
ERA
L M
ERC
HA
ND
ISE
60
%
HO
USE
HO
LD C
AR
E
56
% GROCERY
73%
PER
SON
AL
50
%
BAKERY
73%
PET CARE
66%
HEALTH
59%
BEAUTY CARE
50%
PRODUCE
74%
DELI
72%
70-75% 65-69% 60-64% 55-59% 50-54%
% OF WEEKS THAT DON’T BREAK EVEN
OPPORTUNITIES EXIST ACROSS THE ENTIRE STORE Trade promotion effectiveness varies from across departments
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
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23 CATEGORIES COULD ELIMINATE TRADE PROMOTIONS AND REVENUES WOULD INCREASE Trade ROI and Promotion Frequency by Category – Food, Drug, Mass, C-Store, Dollar
Promotion Frequency
Trad
e R
OI
-$1 Low High
$0
$1
$2
$3 ROI and promotion frequency are not correlated
63% of sales (over 200 different categories) do not break even on trade
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FOCUSING ON THE RIGHT OPPORTUNITY COULD IMPROVE MARKET LEVEL EFFICIENCY DESPITE OF CONSUMER DIFFERENCES
42%
44%
49%
57%
59%
UK
France
Spain
Germany
Italy
19%
18%
24%
16%
42%
Promo Efficiency (%make money at retailer level)
Willingness to switch store Adjusted
Promo Efficiency (market level)
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35 30 29 28 27 25 25 24 23
20 20 19 19 18 17 16 16 15 14 8
I change stores based on which one I think has the best promotions that trip
Nielsen Shopper Trends 2014.
STORE SWITCHING PLAYS IMPORTANT ROLE Italians change stores to look for best available promotional offer
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OPPORTUNITIES EXIST IN EACH MARKET
41%
42%
43%
58%
58%
58%
71%
59%
58%
57%
49%
42%
42%
29%
Italy
Canada
Germany
Spain
UK
France
US
don't break even %make money
Source: Nielsen Trade Promotion Landscape Analysis 2015(US, Canada, United Kingdom, Spain, France, Germany, Italy)
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AN OPPORTUNITY EXISTS FOR BOTH MANUFACTURERS AND RETAILERS Promotional Source of Volume
Source: Nielsen Europe, Promotional Source of Volume modelling
17% RETAILER GROWTH
27% MANUFACTURER
GROWTH
24% MUTUAL GROWTH
32% SUBSIDIZATION
LOW
RET
AIL
ER B
ENEF
IT
HIGH
HIGH
LOW
MANUFACTURER BENEFIT
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Manuf. A Manuf. B Manuf. C Manuf. D Manuf. E Manuf. F Manuf. G
$1
MANUFACTURERS WITHIN A CATEGORY CAN DIFFERENTIATE THROUGH EFFECTIVE USE OF TRADE PROMOTIONS
Best in Class Making money in trade (>$1) Not Breaking Even in trade (<$1) Least Efficient
Trad
e E
ffic
ien
cy
$0
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-3
-2
-1
0
1
2
3
4
12
23
64
47
16
70
68
94
11
11
76
13
41
11
56
46
17
88
12
01
16
22
35
12
45
86
26
82
12
90
56
31
29
13
35
26
35
76
13
79
96
40
23
14
24
66
44
70
14
69
36
49
17
15
14
06
53
64
15
58
76
58
11
16
03
46
62
58
16
48
16
67
05
16
92
86
71
52
17
37
56
75
99
17
82
26
80
46
18
26
96
84
93
18
71
66
89
40
19
16
36
93
87
19
61
06
98
34
11
00
57
61
02
81
11
05
04
61
07
28
11
09
51
61
11
75
11
13
98
61
16
22
11
18
45
61
20
69
1
Average Category: Events' Trade Efficiency Distribution
Don't Break Even Make Money Best in Class Promotion
MANUFACTURERS CAN IMPROVE EFFICIECNY BY UNDERSTANDING BEST IN CLASS EVENTS’ CHARACTERISTICS Events ranked by Trade ROI – Sample Category – All Retail
Source: Nielsen Trade Promotion Landscape Analysis 2015(US, Canada, United Kingdom, Spain, France, Germany, Italy)
BREAK EVEN
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Best-in-Class (Top 10%)
Bottom 10%
7X BEST-IN-CLASS
PROMO EVENTS
THE RETURN
VS.
THE LEAST EFFICIENT
Hundreds of millions of dollars for the average manufacturer
BEST-IN-CLASS Driving winning promotions delivers significant returns for manufacturers
Source: Nielsen Trade Promotion Landscape Analysis 2015(BIG 5 EU: FR, DE, UK, IT, SP)
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TRADE PROMOTION BENCHMARKING IN EUROPE Market coverage: Germany, France, UK, Spain and Italy
TAB 1
THIS ANALYSIS: • Includes all CPG categories and promotional frequency of at least 10% discount • Includes Hypermarkets, Supermarkets channels, Grocery Multiples channel in UK • Excludes tobacco & alcohol products • Excludes Carrefour and Discounters
2014 EVENT WEEKS
26MM 190 CPG CATEGORIES
2.3MM UPCs
232€ 2014 TOTAL RETAIL SALES
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TREMENDOUS IMPROVEMENT OPPORTUNITY Almost a half of trade promotion event weeks don’t break even
Source: Nielsen Trade Promotion Benchmark Database 2014 (BIG 5 EU: FR, DE, UK, IT, SP)
TAB 2
OF PROMOTIONS IN EUROPE DON’T BREAK EVEN
45%
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MORE AND MORE PROMOTIONS No change in efficiency… Are we focused on right things?
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
2012 1Q 2012 2Q 2012 3Q 2012 4Q 2013 1Q 2013 2Q 2013 3Q 2013 4Q 2014 1Q 2014 2Q 2014 3Q 2014 4Q
3.6%
3.8%
4.0%
4.2%
4.4%
4.6%
4.8%
5.0%
$1.10
$1.12
$1.14
$1.16
$1.18
$1.20
$1.22
Big 5 EU Markets
Manufacturer Trade Efficiency Time on Promo per UPC
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SHOPPERS SEARCH FOR PROMOTIONS
23
42
14 16
35 28 30
25 18 16
29 25
19 24
20 20 27
19 17 15 8
44
26
52 42
31 36 34
33 41
41
37
32
34
37 39 36
31
29 37
17
16
20 18 20
26 17 18 16
21 20 22 12
18 22
12 14 13 10
16 10
19
18
I regularly buy differentbrands because ofpromotions
I very seldom changestores, but whenshopping, I activelysearch for promotions
I change stores based onwhich one I think has thebest promotions thattrip
Nielsen Shopper Trends 2014
Q.23 Which of the following best describes how promotions affect your supermarket/hypermarket shopping?
Promotion Sensitivity %
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Minimal Value Growth
Total Sales
€401 Billion
+0.8% Private Label
Products +1.5%
Discounters +3.3%
Branded Products +0.5%
Hyper/Super +0.3%
ZERO-SUM GAME IN BIG 5 EU Promotions do not generate incremental consumer demand
Source: Nielsen Strategic Planner Big 5 Europe 52 Weeks to WE 05.10.14
Big 5 Western Europe
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OPPORTUNITIES EXIST IN EACH MARKET
Source:
41%
43%
51%
58%
58%
59%
57%
49%
42%
42%
Italy
Germany
Spain
France
UK
Don't break even % Make money
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Most Efficient Least Efficient
0 < Trade Efficiency < 100
CATEGORY VARIANCE IS SIGNIFICANT Understanding where your business falls is valuable context
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
TAB 4
Efficiency + -
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
SAU
SAG
ES F
RO
ZEN
AU
TO D
ISH
WA
SHER
RIN
SE
CH
OC
OLA
TE D
RIN
KS
FISH
AM
BIE
NT
INSE
CT
TREA
TMEN
T
HA
ND
DIS
HW
ASH
SEX
UA
L H
EALT
H
LIP
CA
RE
MEA
T FR
OZE
N
RA
ZOR
BLA
DES
BA
BY
MIL
K
HO
USE
HO
LD C
AR
E C
LEA
NER
S
BA
TH A
DD
ITIV
ES
SYR
UP
S/C
ON
CEN
TRA
TES
DEO
DO
RA
NTS
MEA
T P
RO
D A
MB
HA
ND
CA
RE
DO
G F
OO
D
CER
EAL
CO
FFEE
SU
BST
ITU
TES
DES
SER
T M
IXES
FISH
EG
GS/
SEA
FOO
D F
RO
ZEN
FOO
T C
AR
E
CA
NN
ED F
RU
IT
NO
OD
LES
PLA
IN
SOFT
DR
INK
S O
THER
TEA
PA
TE/F
OIS
GR
AS
AM
BIE
NT
DR
Y C
LEA
NIN
G P
RO
DU
CTS
CO
LA S
OFT
DR
INK
S
MIL
K
FLO
UR
S
MU
STA
RD
SPIC
ES
SOU
P A
MB
IEN
T
FILL
ING
S FR
ESH
DR
INK
S YO
GU
RT
CH
ILLE
D D
ESSE
RTS
CH
EWIN
G G
UM
BA
TTER
IES
HO
USE
HO
LD P
AP
ER /
PLA
STIC
SUG
AR
AB
RA
SIV
E C
LEA
NIN
G P
AD
S
FRES
HN
ERS
BR
EATH
PO
RTA
BLE
FRU
IT C
OM
PO
TE F
RES
H
CH
AR
CU
TER
IE
SAU
CES
Euro Categories’ % of Events Weeks Break Even
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CATEGORY SIZE DOESN’T DICTATE PERFORMANCE There is no relationship between category size and promotion efficiency
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
TAB 5
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
€ -
€ 500
€ 1,000
€ 1,500
€ 2,000
€ 2,500
MIL
K
OIL
S ED
IBLE
MIN
ERA
L W
ATE
R
CO
FFEE
FRU
IT J
UIC
E A
MB
IEN
T
PIZ
ZA F
RES
H
FISH
FR
OZE
N
MEA
LS F
RES
H
DR
Y P
AST
A
SEA
FOO
D/S
UR
IMI A
MB
RIC
E
PIZ
ZA F
RO
ZEN
SUG
AR
HA
IR C
ON
DIT
ION
ER
CR
EAM
FR
ESH
SEA
FOO
D/S
UR
IMI F
RES
H
CO
SMET
ICS
EYE
MEA
T FR
OZE
N
RA
ZOR
S
CA
NN
ED F
RU
IT
SOU
P F
RES
H
BU
TTER
BO
UIL
LON
FRU
IT J
UIC
E FR
ESH
TOIL
ET S
OA
P
SHA
VIN
G P
REP
MIL
K F
RES
H
AFT
ER S
HA
VE
FILL
ING
S FR
ESH
FRU
IT C
OM
PO
TE A
MB
IEN
T
MEA
T P
RO
D A
MB
HB
A O
THER
S
DEN
TUR
E FI
XA
TIV
ES
AC
NE
REM
EDIE
S
LIP
CA
RE
TOO
TH W
HIT
ENER
S
SAU
SAG
ES F
RO
ZEN
FRU
IT C
OM
PO
TE F
RES
H
% o
f Ev
ents
Mak
ing
Mo
ney
Euro
Cat
ego
ry S
ize
(ret
ail s
ales
)
Mill
ion
s
Euro Categories
Euro Category Size & % of Event Weeks Making Money
Category Size(Retail Sales Value) % of events with trade efficiency >1
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CATEGORY HEALTH IS NOT DISCRIMINATING Growing and declining categories alike have tremendous variance in efficiency
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
Category % of Event Weeks Making Money
% Change in Category Sales
+ -
+
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
-20% -15% -10% -5% 0% 5% 10% 15% 20%
20
14
% o
f Ev
ents
Wee
ks M
akin
g M
on
ey
Euro Category Size Change since 2013(retail sales)
EU Category Size Change from 2013 on % of Event Weeks Making Money in 2014
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YOUR FATE IS NOT SEALED Categories improved their performance by applying optimal strategies
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
TAB 6
Point Change in Break Even
Weeks
% of Event Weeks That Don’t Break Even
+ -
+
-20%
-15%
-10%
-5%
0%
5%
10%
15%
20%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90%
% C
han
ge o
f Ev
ent
Wee
ks M
akin
g M
on
ey S
ince
20
13
2014 % of Event Weeks Making Money
X: % of Event Weeks Breaking Even, Y: % Improvement in Events Breaking Even
Missing Opportunity Inefficient and Getting Worse
Seizing Opportunity Inefficient but Moving
Off Course Efficient but Getting Worse
Becoming Winners High Efficiency and Improving
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+21.4 %
+4 % +13 pts.
CHANGE IN VALUE
SALES
CHANGE IN # OF EVENTS
CHANGE IN % OF DEEP DISCOUNT EVENTS
HOW ARE CATEGORIES GETTING OFF TRACK? Trying to drive significant volume from promotions if current events are efficient does not always work well.
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
-4 pts.
CHANGE IN % of Events
Breaking Even
-5%
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HOW ARE CATEGORIES SEIZING OPORTUNITY? Decreasing depth of discount while increasing frequency is working for some
Source: Nielsen Trade Promotion Benchmark Database 2014 Q3
+5 pts. +4% +3%
-10pts
CHANGE IN % of Events
Breaking Even
CHANGE IN # OF EVENTS
CHANGE IN SALES
CHANGE IN % OF DEEP DISCOUNT EVENTS
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Best-in-Class (Top 10%)
Bottom 10%
7X BEST-IN-CLASS
PROMO EVENTS
THE RETURN
VS.
THE LEAST EFFICIENT
Hundreds of millions of dollars for the average manufacturer
BEST-IN-CLASS Driving winning promotions delivers significant returns for manufacturers
Source: Nielsen Trade Promotion Landscape Analysis 2015(BIG 5 EU: FR, DE, UK, IT, SP)
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€ -
€ 0.20
€ 0.40
€ 0.60
€ 0.80
€ 1.00
€ 1.20
€ 1.40
€ 1.60
Case Study Category’s Top Manufacturers
Breaking Even
THE MOST EFFICIENT MANUFACTURER DELIVERS 70% GREATER TRADE EFFICIENCY THAN THE LEAST EFFICIENT
Source: Nielsen Trade Promotion Landscape Analysis 2015 (United Kingdom, Spain, France, Germany, Italy)
TAB 11
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0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5Case Study Cateogry
Bottom 10% Do Not Break Even Make Money Top 10%
31% 69% Do Not Break Even Trade Efficiency < 1
Make Money Trade Efficiency > 1
BREAK EVEN
BEST-IN-CLASS (TOP 10%) EVENTS DELIVERS 9X GREATER TRADE EFFICIENCY THAN THE LEAST EFFICIENT (BOTTOM 10%)
Source: Nielsen Trade Promotion Landscape Analysis 2015 (United Kingdom, Spain, France, Germany, Italy)
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DEEP DISCOUNT IS NOT FAVORED The least efficient events promotes using deep discount 14% more than those Best-in-Class.
Source: Nielsen Trade Promotion Landscape Analysis 2015 (United Kingdom, Spain, France, Germany, Italy)
0%
2%
4%
6%
8%
10%
12%
14%
16%
Top 10% Events Bottom 10% Events
Deep Discount Use
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PROMOTIONAL SUPPORT BRINGS MORE EFFICIENCY Best-in-Class events use 22% more promotional support than those least efficient.
Source: Nielsen Trade Promotion Landscape Analysis 2015 (United Kingdom, Spain, France, Germany, Italy)
TAB 13
0%
5%
10%
15%
20%
25%
30%
35%
Tactic (any DP) Tactic (any FT)
Promotional Support Usage
Top 10% Events Bottom 10% Events
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KNOWING WHAT SEGMENT HAS HIGHER RETURN Segment A tends to generate better return than Segment B.
Source: Nielsen Trade Promotion Landscape Analysis 2015 (United Kingdom, Spain, France, Germany, Italy)
7% 22%
-15%
TOP 10% EVENTS
DIFFERENCE
BOTTOM 10% EVENTS
SEGMENT A All Events Within Category: 71%
-5% -19%
14% TOP 10% EVENTS DIFFERENCE
BOTTOM 10% EVENTS
SEGMENT B All Events Within Category: 21%
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LAGGING: USE PRINCIPLES AT ACCOUNT LEVEL Predictive analytics identify pricing and promotion variance at your customers
Base and Promoted Price Elasticity by Account Event Type Lift by Account
Lagging
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MIDDLE: EVALUATE COMPETITIVE EFFECTS Managing gaps and thresholds in joint business plans drives win/win outcomes
Localize price via market specific price thresholds and competitive gaps
Simulate and define customer business plans for mutual wins
MIDDLE
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WINNING: CONTINUOUS IMPROVEMENT Isolate consumer response to drive greater insight to your overall promotion process
Net Promotion Source of Volume Across Accounts and Products
Robust Post Promotion Analysis Linked to TPM
HIGH END
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PROMOTION EFFICIENCY INDEX Manufacturer A can significantly improve its performance when optimizing depth of discount across two distribution channels.
PROMOTION EFFECTIVENESS RATING SCORECARD
HYPERMARKET BEST-IN-CLASS MFR. J MFR. K MFR. F MFR. B MFR. A
Depth
Segment
Tactic
Timing
Overall
Supermarkets
Depth
Segment
Tactic
Timing
Overall
Over-Performing On Par Under-Performing
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TYPICAL OPPORTUNITY
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LEARNINGS
Don’t expect. There is not A MAGIC KEY that opens each door (magic formula of efficient trade promotions that will fit each market, each category, each channel, brand, and SKU).
Crack the code of Best-in-Class Trade Promotion in YOUR category, YOUR market, taking into account multichannel retail landscape.
Nowadays, learning from your own actions is not enough. Learn also from what competition does. Compete with other when it comes to trade efficiency, not only on market share.
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DON’T KNOW
THIS IS A BIG CHALLENGE WHERE DO I START? Understand context and focus on biggest problems in overall process
Benchmark your performance to the industry and your key competitors
Identify the largest pain points in your overall planning process and align solutions
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PROMOTION BENCHMARK ANALYSIS A three-step approach to help you understand how well your promotions perform and differences in strategy vs. your competition
Benchmark Assessment
Benchmark your trade promotion performance against other categories and competitors within
your categories
Promotion Diagnostic Check Measure the effectiveness
of different trade controllables such as promotion tactic and
discount depth
Benchmark your promotion strategy vs. best-in-class
across channels, segments, depth, frequency and
timing
Drill Site Scorecard
Outcome: Understand how your
promotions compare to best-in-class
Outcome: Identify the best-in-class
trade promotion strategies and tactics
Outcome: Prioritize focus areas to
bring your promotions to best-in-class levels
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REVENUE MANAGEMENT CYCLE
Dynamic solution with predictive analytics applied to latest sales data to support on-going pricing and promotion decisions, analysis and business planning process
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Dem
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Inputs
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