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68 66 65 69 65
19 21 23
20
21
13 13 13 11 14
Q1: Jan - Mar 22 Q2: Apr – Jun 22 Q3: Jul – Sep 22 Q4: Oct – Dec 22 Q1: Jan - Mar 23
Likelihood of Taking Up Products with Brand x
Very likely Likely Somewhat/not likely
Consideration significantly declines for lower income consumers suggesting this
may be linked to increasingly difficult socio-economic factors
1 ↑↓ Statistically significantly different at 95% confidence level
Less likely:
• R0k-R4k
• White (54%)
More likely:
• 35-44 years old
(70%)
• Black (68%)
• R20k+
Despite improvement in Dec-22, we see lower YOY category openness.
38.1 39.7 42.4 39.2 38.8
127.9 132.0
138.6 138.8
144.0
0.0
20.0
40.0
60.0
80.0
100.0
120.0
140.0
160.0
Mar-22 Jun-22 Sep-22 Dec-22 Mar-23
Value scores by Spend
brand Value brand Spend
The increased spend on brand x hadn’t appeared to have a negative effect
on value perceptions. However, there is a slight inverse relationship which
must be monitored
2
Aided Awareness
Current Customer
Purchase Intent
While brand x declined in the top and middle funnel scores, conversions were not affected.
3 ↑↓ Statistically significantly different at 95% confidence level
Aided awareness has significantly declined for males (86% to 83%) those aged 25-34
(85% to 80%) and 35-44 (85% to 81%), as well as black (86% to 84%) and coloured
(90% to 80%) consumers.
Current Customer has significantly declined for those earning between R0k and R4k
(61% to 54%).
Purchase intent has significantly increased for those aged 18-24 (19% to 20%), black
consumers (16% to 18%) and income of R4k to R20k (16% to 20%).
Jun 22
58%
27%
Conversion
Sep 22 Dec 22 Mar 23
87
56
17
58%
27%
Conversion
87
56
17
58%
27%
Conversion
87
56
17
58%
27%
Conversion
87
56
17
27%
27%
27%
27%
20%
31%
27%
27%
24%
39%
22%
22%
27%
33%
35%
24%
35%
39%
41%
31%
24%
29%
22%
37%
24%
35%
31%
31%
31%
14%
20%
27%
20%
25%
20%
10% 15% 20% 25% 30% 35% 40% 45% 50%
Attribute 1
Attribute 2
Attribute 3
Attribute 4
Attribute 5
Attribute 6
Attribute 7
Brand associations
Brand 1
Brand 2
Brand 3
Brand 4
Brand 5
Brand x shows high performance scores. However, the brand needs to improve its
attribute 3 scores as this has been shown to drive overall customer preference
4
↑↓ Statistically significantly different at 95% confidence level
Source: A0. For each statement, please indicate which brand or brands you associate with that statement.
Regression analysis shows that category fit drives
appeal for users
5
9
13
9
6
11 14
11
11
13 11
14
18
16
13
Users Non-users
Attribute 7
Attribute 6
Attribute 5
Attribute 4
Attribute 3
Attribute 2
Attribute 1
How to read correspondence maps
6
Correspondence maps provide a graphical representation of the correspondence between the x and y values
(brand and brand perception statements)
Brand 1
Perception
statement 1
Brand 2
Perception
statement 2
Brand 1
Brand 2
Brands that cluster around a
statement are highly associated
with the statement
Look at the angle position –
Small angles indicate association

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Examples of Outputs.pptx

  • 1. 68 66 65 69 65 19 21 23 20 21 13 13 13 11 14 Q1: Jan - Mar 22 Q2: Apr – Jun 22 Q3: Jul – Sep 22 Q4: Oct – Dec 22 Q1: Jan - Mar 23 Likelihood of Taking Up Products with Brand x Very likely Likely Somewhat/not likely Consideration significantly declines for lower income consumers suggesting this may be linked to increasingly difficult socio-economic factors 1 ↑↓ Statistically significantly different at 95% confidence level Less likely: • R0k-R4k • White (54%) More likely: • 35-44 years old (70%) • Black (68%) • R20k+ Despite improvement in Dec-22, we see lower YOY category openness.
  • 2. 38.1 39.7 42.4 39.2 38.8 127.9 132.0 138.6 138.8 144.0 0.0 20.0 40.0 60.0 80.0 100.0 120.0 140.0 160.0 Mar-22 Jun-22 Sep-22 Dec-22 Mar-23 Value scores by Spend brand Value brand Spend The increased spend on brand x hadn’t appeared to have a negative effect on value perceptions. However, there is a slight inverse relationship which must be monitored 2
  • 3. Aided Awareness Current Customer Purchase Intent While brand x declined in the top and middle funnel scores, conversions were not affected. 3 ↑↓ Statistically significantly different at 95% confidence level Aided awareness has significantly declined for males (86% to 83%) those aged 25-34 (85% to 80%) and 35-44 (85% to 81%), as well as black (86% to 84%) and coloured (90% to 80%) consumers. Current Customer has significantly declined for those earning between R0k and R4k (61% to 54%). Purchase intent has significantly increased for those aged 18-24 (19% to 20%), black consumers (16% to 18%) and income of R4k to R20k (16% to 20%). Jun 22 58% 27% Conversion Sep 22 Dec 22 Mar 23 87 56 17 58% 27% Conversion 87 56 17 58% 27% Conversion 87 56 17 58% 27% Conversion 87 56 17
  • 4. 27% 27% 27% 27% 20% 31% 27% 27% 24% 39% 22% 22% 27% 33% 35% 24% 35% 39% 41% 31% 24% 29% 22% 37% 24% 35% 31% 31% 31% 14% 20% 27% 20% 25% 20% 10% 15% 20% 25% 30% 35% 40% 45% 50% Attribute 1 Attribute 2 Attribute 3 Attribute 4 Attribute 5 Attribute 6 Attribute 7 Brand associations Brand 1 Brand 2 Brand 3 Brand 4 Brand 5 Brand x shows high performance scores. However, the brand needs to improve its attribute 3 scores as this has been shown to drive overall customer preference 4 ↑↓ Statistically significantly different at 95% confidence level Source: A0. For each statement, please indicate which brand or brands you associate with that statement.
  • 5. Regression analysis shows that category fit drives appeal for users 5 9 13 9 6 11 14 11 11 13 11 14 18 16 13 Users Non-users Attribute 7 Attribute 6 Attribute 5 Attribute 4 Attribute 3 Attribute 2 Attribute 1
  • 6. How to read correspondence maps 6 Correspondence maps provide a graphical representation of the correspondence between the x and y values (brand and brand perception statements) Brand 1 Perception statement 1 Brand 2 Perception statement 2 Brand 1 Brand 2 Brands that cluster around a statement are highly associated with the statement Look at the angle position – Small angles indicate association