Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...

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Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
COVID-19 Impact on CPG & Retail in ZA

Level 3 Lockdown impact on
shopping patterns

July 2020
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
Today’s Discussion

• COVID – 19 update

• Latest category performance

• Liquor performance since the re-opening

• Price changes during Lockdown

• IRI and BCG global update

                                            © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   2
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
Grocery sales are slowing and Liquor had its fair share
•   The easing of lockdown restrictions to Level 3 and the re-opening of Liquor has negatively
    impacted Grocery growth over the last few weeks
•   Growth over the total lockdown period has slowed from 7% to 6%. IRI expects this trend will
    continue as consumers become increasingly cash strapped
•   For the first time since the start of lockdown, we’re seeing declines in the latest week for Flour, Ice
    Cream, Spices and Seasonings, Condiments and Snacks, indicating consumers are eating out of
    home again. Google searches for recipes and baking are also on the decline
•   Soap and Sanitizers continue to be at the top of consumer shopping lists and Vitamins have
    gained importance, as consumers opt for preventative remedies during the winter season
•   Hair Care declines at -7% in the last week with the re-opening of hair salons. This is down from a
    +22% growth four weeks ago
•   After an initial two week Liquor stock-up, Liquor sales have slowed recently with the share of
    spend dropping below a year ago levels (5% in the latest week vs 6% average over June last
    year). Brandy, Gin and Wine were clear winners in the first two week stock-up
•   Despite numerous reports of steep inflation across Grocery, formal retail inflation over April and
    May 2020 was 5.8% (observed across 320 top selling products). Cooking Oil, Hot Porridge,
    Condiments, Pet Food and Canned Veg recorded the highest inflation of observed categories
•   Traditional sales forecasting models need to be adapted and updated regularly to accurately take
    into account the COVID-19 effect and changing consumption patterns. IRI has developed a
    machine learning based algorithm that re-evaluates the assessment of each factor and enables
    more accurate estimations of probable changes in the COVID-19 wear-out effect on sales
    patterns, as well as the potential effect of a second wave

                                                                                                              © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   3
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
COVID Update

               © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   4
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
SA COVID-19 cases continue to increase by >40% per week. Global cases are above 10 million

#                                        Cases                                                      Deaths
1           USA                                                  2 727 996                                                                             130 123

2          Brazil                          1 408 485                                                                  59 656

3         Russia               654 405                                                         9 536

4           India            586 956                                                              17 417

5            UK          312 654                                                                               43 730

6          Spain         296 351                                                                        28 355

7           Peru        285 213                                                                9 677

8          Chile        279 393                                                              5 688

9           Italy       240 578                                                                            34 767
                                          10 609 665 globally                                                             514 452 globally
//
                                           +42% vs. last week                                                             +26% vs. previous update
17   South Africa     151 209                                                               2 657

                                                                                    © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.       5
               https://www.worldometers.info/coronavirus/#countries 1st July 2020
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
The Western Cape remains the epicenter for SA COVID-19 cases, however transmission is
increasing sharply in both Gauteng and Eastern Cape

        Source (29th May 2020):
        https://sacoronavirus.co.za/2020/06/30/update-on-covid-19-30th-june-2020/                                     © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   6
        https://www.news24.com/news24/southafrica/investigations/graphics-gauteng-now-recording-more-covid-19-cases-a-day-than-the-western-cape-has-at-any-point-20200627
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
SA COVID-19 Timeline

                                                                Apr 2                        Apr 15                                                          June 1                      June 22
                                                                                                                                   May 19                                                 100k
                                                                Global                       Global                                                        Alcohol sale
                                                                cases:                                    May 1                  Announce                                                positive
                                             Mar 23                                          cases:                                                        unbanned
     Jan 11                                                      1m                           2m         Move to                  ment that                                               cases
                                             21-day                                                                 May 14        schools
      China                        Mar 11 lockdown                                                       Level 4
   reports first                                                                                                   All online       will
                                    WHO announced                                                       Lockdown                                    May 24         June 3
      death                                                                                                          retail      reopen on
                                  declares            Mar 27                                                         sales                         Announce     LD level 4&3
                                                                                   Apr 10                                         1st June          ment SA
                                 Coronavirus        First death                                                    open (excl                                    declared
                                 outbreak a          in South                     Lockdown                                                         will move unconstitutional
                                                                                                                    Liquor &
                                 Pandemic              Africa                     extended                                                         to Level 3
                                                                                                                   Tobacco)
  Jan              Feb    Mar                                             Apr                          May                                                    June
 2020              2020   2020                                           2020                          2020                                                   2020
                                                                                Lockdown Level 5                            LD Level 4                                               LD Level 3

               Jan 30                               Mar 26
                WHO                               Start of SA
              declares      Mar 5                                                                                                                         May 28
                                                  lockdown                   Apr 7
           global health First South                                                                                                                     US reaches
                                                                         Boris Johnson
             emergency     African                                                                                                                        100 000
                                                                          admitted to
                             tests                                                                                                                         deaths
                                                                            hospital                  Apr 27   May 8                   May 20                                June 11                June 27
  Dec 31                 positive for
                                                                                                      Global   Global                  Global                                 Global                 Global
China alerts             Coronavirus Mar 15                                                                    cases:
                                                                                                      cases:                           cases:                                 cases:                 cases:
WHO to many                           Ramaphosa     Mar 26                                             3m       4m                      5m                                     7.5m                   10m
 unusual                               declares a   Global
pneumonia                               National    cases:
 cases in                               State of     500k
  Wuhan                                 Disaster                                                                                                              Current Data Week

                                                                                                                          © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.     7
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
The easing of lockdown to level 3 has broadened the scope for economic recovery,
however concerns around high case numbers could lead to another hard lockdown

                                                                                                  https://businesstech.co.za/news/gov
                                                                                                  ernment/411531/6-lockdown-
                                                                                                  changes-announced-for-south-
                                                                                                  africa/
                                                                                                  https://www.businessinsider.co.za/w
                                                                                                  hat-the-original-hard-lockdown-now-
                                                                                                  called-level-5-looked-like-2020-7

                                                     © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.    8
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
Latest Category
Performance

                  © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   9
Level 3 Lockdown impact on shopping patterns - COVID-19 Impact on CPG & Retail in ZA - Trade ...
Easing of restrictions has resulted in consumers spending more time at Retail, Transit Stations and
Parks versus April

How have visits & length of stay at different places changed compared to baseline?                                                                           Percentage
                                                                                                                                                             Point Change
South Africa lockdown vs. baseline period (5 wks to Feb 6th)                                                                                                 versus Apr 3rd
                                                                                                                                                             Release

    Retail & Recreation                                Grocery & Pharmacy                                     Transit Stations

          -36%               +43pp
                                                                   -20%               +40pp
                                                                                                                        -52%                       +28pp

            Parks                                              Workplaces                                           Residential
          -23%               +22pp
                                                                   -36%               +13pp
                                                                                                                       +19%                           -5pp

         Google COVID-19 Community Mobility Report for South Africa, 23rd June 2020           © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   10
         https://www.gstatic.com/covid19/mobility/2020-06-23_ZA_Mobility_Report_en-GB.pdf
Total Sales decline –11% in the last week compared to YA. Following the growth trends in previous
weeks, this indicates that shoppers may be cash-strapped after stockpiling in early June
                                                                 Total Edible & Non-Edible Groceries (incl. Liquor))
                                                                                Weekly Actual Value sales

                                                                                         Lockdown growth vs. YA: +6%

22/03/2020   29/03/2020   05/04/2020   12/04/2020   19/04/2020     26/04/2020   03/05/2020    10/05/2020     17/05/2020   24/05/2020       31/05/2020       07/06/2020        14/06/2020       21/06/2020        28/06/2020

                                                                                             Last Yr   This Yr

        Panic                                                                                                                                                                                                   Lockdown
                                                           Lockdown Level 5                                                                    Lockdown Level 4
        Buying                                                                                                                                                                                                   Level 3

Liquor Included                                                         Liquor Excluded                                                                                      Liquor Included

                                                                                                                                       © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.       11
As consumers spend more on Liquor, slowing growth and declines are evident across
almost all categories in the last week
                                           March   April   May   June                           Jun 7th   Jun14th       Jun21st      Jun28th
                      Baking Ingredients                                   Baking Ingredients
                             Ice Cream                                            Ice Cream
                           Wheat Flour                                          Wheat Flour                                                                       % Value
Edible Groceries

                                Yoghurt                                              Yoghurt
                                Biscuits                                             Biscuits
                                                                                                                                                               growth vs. YA
                      Frozen Veg/Potato                                    Frozen Veg/Potato
                    Spices & Seasoning                                   Spices & Seasoning
                                                                                                                                                                     Scale:
                   Condiments & Sauces                                  Condiments & Sauces
                                                                                                                                                                                     >100
                                Cheese                                               Cheese
                              Dry Pasta                                            Dry Pasta                                                                                         70 to 100
                                Snacks                                               Snacks
                                                                                                                                                                                     50 to 70
                    Sugars & Sweetners                                   Sugars & Sweetners
                               Spreads                                              Spreads
                                                                                                                                                                                     30 to 50
                                Cereals                                              Cereals                                                                                         11 to 30
                                     Oil                                                  Oil
                                                                                                                                                                                     0 to 10
                          Canned Food                                          Canned Food
                          Confectionery                                        Confectionery                                                                                         -10 to 0
                          Soup & Stock                                         Soup & Stock                                                                                          -30 to -10
                            Fresh Meat                                           Fresh Meat
                                                                                                                                                                                     -30 to -50
                                  Bread                                                Bread
                          Frozen Meats                                         Frozen Meats                                                                                          < -50
                                   Rice                                                 Rice
                                  Maize                                                Maize

                                                                                                                    © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.
                                                                                                                                                                      © 2020                     12 Inc. (IRI).
                                                                                                                                                                              Information Resources
                                                                                                                                                                                  Confidential and Proprietary.
Shoppers continue to buy Soaps and Sanitisers and are stocking up on Vitamins and
winter medications, following the cold spells in recent weeks

                                    March    April    May    June                          Jun 7th   Jun14th        Jun21st        Jun28th
               Soaps & Sanitiser                                      Soaps & Sanitiser
                                                                                                                                                     % Value growth vs.
              Household Cleaning                                     Household Cleaning                                                                     YA
Non-Edibles

                          Wipes                                                  Wipes
                                                                                                                                                                 Scale:
                  Personal Care                                          Personal Care
                     Toilet Paper                                           Toilet Paper                                                                                >100

                                                                                                                                                                        70 to 100
                       Oral Care                                              Oral Care
                                                                                                                                                                        50 to 70
                        Vitamins                                               Vitamins
                                                                                                                                                                        30 to 50
                       Medicinal                                              Medicinal
                                                                                                                                                                        11 to 30
                             Pet                                                    Pet
                                                                                                                                                                        0 to 10

                                                                                                                                                                        -10 to 0

                                                                                                                                                                        -30 to -10

                                                                                                                                                                        -30 to -50
                                     March    April    May    June                         Jun 7th   Jun14th        Jun21st       Jun28th
Beverages

                                                                                                                                                                        < -50
                             Milk                                                  Milk
                    Coffee & Tea                                          Coffee & Tea
                           Juice                                                 Juice
                   CSDs & Water                                          CSDs & Water

                                                                                                     © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.          13
Staple Foods, Soap & Sanitiser and Vitamins are the top growth categories in the
   last week

 Top Value Growth Categories vs. Year Ago by Week

                                                                       Latest 9 weeks of Lockdown

      May 3rd             May 10th              May 17th             May 24th              May 31st               Jun 7th                  Jun14th                     Jun21st                    Jun28th
 Baking Ingredients    Soaps & Sanitiser    Baking Ingredients   Baking Ingredients    Baking Ingredients         Spirits                   Spirits              Soaps & Sanitiser                Vitamins
 Soaps & Sanitiser       Wheat Flour            Ice Cream            Ice Cream             Ice Cream               Wine                      Wine               Baking Ingredients          Baking Ingredients
     Ice Cream        Sugars & Sweetners   Sugars & Sweetners       Wheat Flour        Soaps & Sanitiser           FABs              Soaps & Sanitiser         Household Cleaning            Soaps & Sanitiser
 Spices & Seasoning          Rice              Wheat Flour        Soaps & Sanitiser       Wheat Flour            Ice Cream         Household Cleaning                 Dry Pasta                   Biscuits
Sugars & Sweetners    Baking Ingredients     Soaps & Sanitiser   Sugars & Sweetners         Yoghurt                Beer                 Coffee & Tea                Wheat Flour                    Cheese
      Cheese          Spices & Seasoning    Spices & Seasoning        Biscuits              Biscuits         Soaps & Sanitiser          Wheat Flour             Frozen Veg/Potato                Dry Pasta
      Yoghurt                 Oil                   Oil               Yoghurt          Frozen Veg/Potato          Yoghurt                  Yoghurt              Spices & Seasoning                   Oil
      Biscuits           Soup & Stock            Spreads               Snacks         Spices & Seasoning       Wheat Flour                Dry Pasta                    Cheese                    Medicinal
Condiments & Sauces        Yoghurt              Dry Pasta        Spices & Seasoning   Condiments & Sauces    Baking Ingredients               Oil                      Spreads             Sugars & Sweetners
      Spreads              Dry Pasta       Condiments & Sauces     Confectionery            Cheese          Sugars & Sweetners          Frozen Meats               Frozen Meats                   Spreads

                                           Non-Edible                 Baking/Indulgent                  Edible Groceries                       Liquor

                                                                                                                                  © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.     14
Hair related searches reveal a split in South Africans – those who are eager to
return to a salon vs those who continue to groom from home

                                                                                                                                                                                                                                                                                                                                                                     Hair Related Query Search
                                                                Search Terms – Interest over Time                                                                                                                                                                                                                                                                    1. Hair salon lockdown
                                                                          South Africa                                                                                                                                                                                                                                                                               2. When can hair salons open
                                                                                                                                                                                                                                                                                                                                                                     3. Herbalife hair products
                                                                                                  Recipes                                                                      Baking                                                           Hair
                                                                                                                                                                                                                                                                                                                                                                     4. Rice water for 4c hair
120                                                                                                                                                                                                                                                                                                                                                                  5. Hair cutting scissors

100
                                                                                                                                                                                                                                                                                                                                                                     Recipe Related Query Search
                                                                                                                                                                                                                                                                                                                                                                     1. Pineapple beer recipes
 80                                                                                                                                                                                                                                                                                                                                                                  2. Wrap dough recipes
                                                                                                                                                                                                                                                                                                                                                                     3. No knead bread recipes
                                                                                                                                                                                                                                                                                                                                                                     4. Moonshine recipes
 60
                                                                                                                                                                                                                                                                                                                                                                     5. Evaporated milk recipes

 40
                                                                                                                                                                                                                                                                                                                                                                     Baking Related Query Search
                                                                                                                                                                                                                                                                                                                                                                     1. How to whiten your teeth
 20
                                                                                                                                                                                                                                                                                                                                                                     2. Pancakes without baking powder
                                                                                                                                                                                                                                                                                                                                                                     3. What is shortening in baking
  0                                                                                                                                                                                                                                                                                                                                                                  4. Easy banana bread recipe
      2020/05/07
                   2020/05/09
                                2020/05/11
                                             2020/05/13
                                                          2020/05/15
                                                                       2020/05/17
                                                                                    2020/05/19
                                                                                                 2020/05/21
                                                                                                              2020/05/23
                                                                                                                           2020/05/25
                                                                                                                                        2020/05/27
                                                                                                                                                     2020/05/29
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                                                                                                                                                                               2020/06/02
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                                                                                                                                                                                                                                                                                                                 2020/06/22
                                                                                                                                                                                                                                                                                                                              2020/06/24
                                                                                                                                                                                                                                                                                                                                           2020/06/26
                                                                                                                                                                                                                                                                                                                                                        2020/06/28

                                                                                                                                                                                                                                                                                                                                                                     5. Egg substitute for baking

                                                                                                                                                                                                                                                                                                                                                                                              © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   15
The beauty industry has been hard hit during lockdown, however it should see a
slow recovery now that services are allowed to resume

                                                                                                                                              Hair Care growth has slowed to -7% in the
                                                                                                                                              latest week (down from 22% 4 weeks ago)

                 https://www.businessinsider.co.za/the-rules-for-haircuts-massages-and-tattoos-which-are-legal-again-2020-6   © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   16
      https://www.iol.co.za/news/politics/level-3-lockdown-joy-as-ramaphosa-reopens-beauty-bars-and-hairdressers-49516850
Liquor Performance since
the Re-Opening

                           © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   17
All Liquor categories saw declines over the latest week, after an initial 2 weeks of
stock-up

                                       Liquor Value Growth vs. YA
                        Total Liquor        Beer      Wine          Spirits                FABs
120

100

 80

 60

 40

 20

  0

-20

-40

-60
         07/06/2020               14/06/2020                 21/06/2020                                            28/06/2020

                                                                         © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   18
Shoppers have shifted sales back into Dry Grocery, however not to the same extent as before.
 Currently at 5% share of spend

                                                    Value share of Total Spend                                                                                    Liquor

    8          8                    9          6          6             6          7                                          5                5
                         10                                                                  10             10
                                               10         8             9                                                    10                8
    8          9                    10                                             9                                                                              GM / Other
                         8                                                                   8             10

                                                         34                                                                                   35
   33         33         32         33         34                      35         35                                         36                                   Fresh / Frozen /
                                                                                             34            34
                                                                                                                                                                  Perishable

                                                          9                                                                                    8
    9          9         10         10         8                        8          8         8                                7                                   Non-Edible
                                                                                                            7
                                                                                                                                                                  Groceries

   41         41         40                    42        43            42         41         40                              41               44                  Dry Groceries
                                    39                                                                     39

 4 wks to   4 wks to 07/06/2020 14/06/2020 21/06/2020 28/06/2020     4 wks to   4 wks to 07/06/2020 14/06/2020 21/06/2020 28/06/2020
28/06/2019 28/06/2020                                               28/06/2019 28/06/2020

                             LSM 1-6                                                             LSM 7-10
                                                                                                  © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   19
Demand for alcohol was low over the last two weeks after consumers stocked up, with the exception of
Gin which continues to grow

                                                                                                                                  % Value growth vs.
                                                                                                                                         YA
                                   Jun 7th   Jun14th   Jun21st   Jun28th
                          Rum                                                                                                                         >100

                                                                                                                                                      70 to 100
                            Gin                                            Only Gin is seeing continued
                   Other Spirits                                                                                                                      50 to 70
                                                                           growth in the last week,
                        Whisky                                                                                                                        30 to 50
   Liquor

                                                                           while Beer, FAB's and other
                        Brandy                                                                                                                        11 to 30
                                                                           spirits are showing strong
                         Vodka                                                                                                                        0 to 10
                          Wine
                                                                           declines vs YA                                                             -10 to 0
                           Beer                                                                                                                       -30 to -10
                          FABs                                                                                                                        -30 to -50
                         Spirits                                                                                                                      < -50

                                                                                       © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.      20
LSM 1- 6 spent more on Wine over the last 4 weeks vs YA, while LSM 7-10 apportioned more spend on
both Wine and Spirits

                                                Value share of Liquor Spend

                                                                      13%        11%        13%               9%               10%                13%
  17%        16%        18%        14%         15%        17%
                                                                                                                                                                      Fabs

                                                                      41%        44%                         46%               43%                42%
                                   44%                                                      43%                                                                       Spirits
  42%        42%        40%                    44%        42%

                                                                                                             16%               17%                                    Beer
                                                                      22%        18%        20%                                                   20%
             26%        27%        24%         24%        26%
  28%

                                                                                 27%                         29%               29%                26%                 Wine
                                                                      24%                   24%
             16%        14%        18%         17%        16%
  13%

 4 wks to   4 wks to  07/06/2020 14/06/2020 21/06/2020 28/06/2020    4 wks to   4 wks to  07/06/2020 14/06/2020 21/06/2020 28/06/2020
28/06/2019 28/06/2020                                               28/06/2019 28/06/2020

                            LSM 1-6                                                           LSM 7-10

                                                                                             © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.      21
Price Changes during
Lockdown

                       © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   22
IRI investigated 32 South African CPG categories and observed an average market
 inflation of 5.8% (April – May 2020 vs LY)

    Inflation during                     All but 3 of the
     lockdown was                          categories
     +1% higher vs                        investigated
   the pre-lockdown                       were seeing
         period                              inflation

     Latest CPI, as                      The top 10
      reported by                       products per
     StatsSa (April                 category are inflating
     2020), is at 3%                  at an average of
                                         5.7% vs LY

Liquor excluded (no sales in April and May)
Sample of South African monthly and weekly data sources and CPG categories

                                                                             © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   23
Top categories seeing inflation vary across food categories, with numerous factors
within each category driving the inflation

             Cooking Oils         Inflation is a complex concept, influenced by numerous factors which cannot
                                  be attributed to a single key driver

             Hot Porridge         Reasons for perceived price increases vary by category and by retailer.

                                  Possible contributing factors include:
             Condiments
                                   • Increasing raw material costs
                                   • Weather sensitive categories
               Pet Food            • Promotional calendar changes
                                   • Pack size shifts
                                   • Consumers up-trading or down-trading within a category
              Canned Veg           • Supply and demand

                                                                       © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   24
Steps to Maintaining Price Discipline in a Recession

                                                                                                                                                            How do
                      Should price                                                   What is the                                                        manufacturers
                        be cut?                                                     path forward?                                                        and retailers
                                                                                                                                                       partner together?

      •    Unnecessary price cuts can                                  •     Focus on total value, whether                          •      Quantify the value gains and
           have disastrous effects                                           during a recession or expansion                               potential losses for
                                                                                                                                           both partners from
      •    Broad price cuts will lower                                 •     Shopper needs may change, but                                 unnecessary price cuts
           margins and erode price equity                                    price will not become the sole
           in the short term                                                 driver of decisions                                    •      Investigate non-price financial
                                                                                                                                           incentives
      •    When the recovery comes,                                    •     Tailor the value equation by
           manufacturers that took price                                     knowing what products are not                          •      Pair the financial benefits with a
           cuts may see their brands                                         truly price sensitive, and the                                positive impact on the most
           relegated to second tier status                                   tradeoffs shoppers will make                                  valuable shoppers
                                                                             among those that are

      https://www.iriworldwide.com/IRI/media/Library/IRI-TL-Recession-Series-Part-2-Maintaining-Pricing-Discipline-
                                                                                                                      © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   25
      5-7-2020.pdf
SA Grocery sales have increased by ~7% during lockdown, consumer behavior has changed
rapidly as we head into uncertain times. Demand forecasting will therefore be impacted
Evolving IRI Demand Forecasting Solutions for COVID-19
Traditional sales forecasting models need to be adapted and updated regularly to accurately take into account the
COVID-19 effect and changing consumption patterns. IRI has developed a Machine Learning based algorithm that re-
evaluates the assessment of each factor and enables more accurate estimations of probable changes in COVID-19 wear
out effect on sales patterns, as well as the potential effect of a second wave

Two potential short-term consumption scenarios would lead to key                                                       Model outcome and basic scenario
differences in implications for Food & Beverage brands and retailers
                                                                                                                                  weekly_Incidents               Value            Forecasting

                                                                                                           4 000   If COVID-19 outburst stops here:

                                                                                               Thousands
1   Virus Effectively Contained                         2    Two Virus Spikes in 2020
                                                                                                           3 500   •    Category will eventually decline by -13.6% in rest
                                                                                                           3 000        of 2020 vs 2019
                                                                                                           2 500   •    Total 2020 vs 2019 will be negative by -1.7%
                                        CPG Consumption –
                                        Monthly YoY Growth                                                 2 000
                                           (Conceptual)
                                                                                                           1 500
                                                                                                           1 000

Scenario 1: Infection and death rates                  Scenario 2: Covid-19 incidence rates                 500
slow significantly from July through                   slow before another virus breakout in                  0
Sept and remain low through 2020                       Q4 as illness rates spike again

                Contact us for more information                                                                                          © 2020 Information Resources Inc. (IRI). Confidential and Proprietary.   26
COVID-19 Category Impacts

Growths from around the
Globe
Global data up to 05 June 2020
IRI and BCG Share the Latest Global Purchase Trends Amid COVID-19

IRI is continuing to collaborate with our partners at the Boston Consulting Group (BCG) to analyze the latest
consumer purchase trends in Italy, France, Germany, Netherlands, New Zealand, Spain, U.K. and U.S. We just
updated the report, “Consumer Spending Tracker: COVID-19 Impact,” to capture the most recent insights.
Key highlights from the research include:
• As more countries in Europe and the United States begin to loosen COVID-19 restrictions, consumer spend patterns remain mostly
  unchanged – this is reflected in consumer purchases in France, Germany, Greece, Italy, Netherlands, New Zealand, Spain, UK and the U.S.
• In most geographies, sales remain elevated for edible categories, while demand for nonedible products vary across countries, e.g., growth for
  paper products remains high in the U.S., but less so elsewhere, while Beauty is strong in Netherlands and New Zealand, but declining in
  other countries.
• E-commerce continues to show strong growth over the last year in the U.S., Italy, France and Spain. After share shifted more to e-commerce
  in the initial stages of the pandemic, it has remained at a steady elevated level.
• In the U.S., consumers continue to make larger more pantry stocking trips than a year ago. At the same time, consumers have relaxed trip
  frequency slightly, starting to return to small trips vs. prior weeks of the pandemic.
• Loosened restrictions in some areas are having very marginal impact. New Zealand exhibits a softer growth level of ~10% (vs. 20%) following
  wider reopening measures. Meanwhile, U.S. states that reopened earlier have marginally softer trends in non-beverage edible categories
  than the rest of the U.S.

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Insights and Strategic
Guidance for Better Decisions
IRI’s Online Resources Include Real-Time
Updates and Weekly Reports Which Track
the Impact of the Virus on CPG and Retail
The IRI COVID-19 Info Portal
Includes COVID-19 impact analyses, dashboards
and the latest thought leadership on supply chain,
consumer behavior, channel shifts for the U.S.
AND international markets

The COVID-19 Dashboard and
The IRI CPG Demand Index™
Accessible through the insights portal
and tracks the daily impact of COVID-19.
This includes the new IRI CPG Demand
Index™, top selling and out of stock
categories across countries, and
consumer sentiment on social media.

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