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Sensory Based Product
Optimisation:
Making sense of your brands




Richard Mills
Head of FMCG
Making sense of your brands

Consumer preferences can make or break a brand, and understanding how
your product performs relative to branded and private label competitors is
therefore vital.


At SPA Future Thinking, we use sensory profiling
as part of our approach to product optimisation            Expert sensory tasters provide
and competitor benchmarking. Quantified
descriptive analysis (QDA) of your product is
                                                           a highly detailed and objective
a valuable tool to identify how it differs from            read on all aspects of a product’s
its competitors and how it can be improved to              physical characteristics.
maximise consumer liking.

What is Sensory Preference Mapping?                      Our typical approach combines sensory profiling
Sensory Preference Mapping is a powerful                 with central location test (CLT) consumer testing
technique which combines two different sources           aimed at:
of data.                                                 1.	 Understanding the competitor context,
Consumers are good at telling us what they like              providing a full 360 degree descriptive
or dislike, but often can’t tell us why in any detail.       mapping of your product and its competitors
So, in parallel to consumer data, we use expert              – generating a map of the sensory space
sensory tasters to provide a highly detailed                 covered by the category.
and objective read on all aspects of a product’s         2.	 Consumer testing to screen your product
physical characteristics, ranging across its                 against the entire competitive set, and
appearance, smell, taste, texture and aftertaste.            map out preferences within that, identifying
By combining these two sources of data, we                   segments of preference.
are able to generate a deeper understanding
of the drivers of preference across the market
– what exactly is it about your product (or your
competitor’s) that makes consumers prefer one
over the other? We can then go further and tell
you what you need to do to maintain market
leadership in terms of product superiority and
drive the success of your brand.




                                                                                               Sensory Based
                                                                                          Product Optimisation
                                                                                                             2
Our approach...

Sensory                                               Using Principal Component Analysis we map
                                                      all the sensory attributes, to provide a detailed
Sensory panellists are selected and screened          picture of the degree of difference between each
on the basis of their sensory acuity and ability to   product and the nature of those differences, at a
describe and discriminate on:                         level of detail far greater than we could expect
•	 Appearance        •	 Texture                       ordinary consumers to provide.

•	 Aroma             •	 Aftertaste                    Consumer
•	 Flavour                                            In tandem to our sensory testing, we conduct a
                                                      comprehensive blind evaluation of the product
All our recruited panellists complete a training      set with consumers, typically in central locations,
period, on general sensory analysis principles        using hedonic and diagnostic measures.
and method (e.g. five senses, perception, tasting
protocols, use of software and equipment),            These include assessment of the product overall,
before joining our profiling panel.                   and on a range of attributes including overall
                                                      liking, purchase intent, spontaneous likes and
                                                      dislikes. Plus ratings on appearance, colour,
                                                      aroma, flavour, consistency, after taste and any
                                                      product specific items relevant to the product
                                                      category (e.g. number of chocolate chips).
                                                      The outputs from the consumer evaluation
                                                      include:
                                                      Individual Ratings – detailing individual ratings
                                                      for your product versus competitors – including
                                                      indications of significant differences
                                                      Penalty and Peak Profile – highlighting
                                                      opportunities for each product and prioritisation
                                                      for product improvement
                                                      Product Summaries – providing comprehensive
Our approach builds a Quantitative Descriptive        easy to read summaries indicating key scores,
Analysis of the product set across all sensory        reasons for preference and recommendations
modalities. Each product is profiled in duplicate,    for product improvements and developments.
and the panel is checked for internal consistency,
both across panellists and within each panellist.




                                                                                              Sensory Based
                                                                                         Product Optimisation
                                                                                                            3
Linking consumer to sensory

The last stage of Preference Mapping is to           Our model will:
model the liking scores given by the consumers
with the sensory descriptors generated by the        •	 Give clear directions for improvement for the
QDA profiling. To be considered in the model, a         products which need to be improved
descriptor has:                                      •	 Define the optimum product described via
1.	 To be discriminating. Showing significant           the ideal sensory profile
    differences within the product set               •	 Allow us to estimate the overall opinion for
2.	 To be as correlated as possible to the overall      the optimum product and for the products
    liking                                              not placed in the consumer test (and which
                                                        are included within the sensory space of
3.	 To have a range as large as possible (the           reference)
    range is the difference in the highest and
    lowest score given within the product set)




                                                                                           Sensory Based
                                                                                      Product Optimisation
                                                                                                        4
Consumer research considerations

Blind tasting                                        As we can expect the differences to be relatively
                                                     subtle, this approach will give the most sensitive
To get a pure read on the product characteristics,   read on the products. It will also make the test
it is essential that the brand has no influence on   easier to manage and control, particularly in
the assessment of the properties of the products     areas such as product storage and ensuring
themselves.                                          optimal and consistent trial temperature.
The most robust assessment of each product
will be when it is unbranded. With branding in
place, brand can become the main focus of
the assessment (i.e. particular associations
conveyed by brand and advertising can distort
actual perceptions).
All products tested by panellists and consumers
are therefore tested blind to allow the product
attributes to be assessed without any reference
to expectation derived from branding.



  In tandem to our sensory testing,
  we conduct a comprehensive                         Complete design
  blind evaluation of the product                    The most powerful modelling can be achieved
  set with consumers, typically in                   when consumers have evaluated all the selected
  central locations, using hedonic                   products in the set, which then allows us to
                                                     identify sub-groups of respondents within the
  and diagnostic measures.                           sample who share similar patterns of liking or
                                                     disliking across the product set. Optimisation
                                                     guidance can then be targeted more precisely.
Central location testing
Controlled environments ensure all products are      Consumer pre-recruitment
prepared and served to a standardised protocol,
in exactly the same way, eliminating any             Depending upon the number of products being
extraneous differences. This also ensures that       tested, consumers may need to attend the CLTs
the products will be served to exactly the same      for more than one session, so are normally pre-
protocol in the consumer and sensory evaluation      recruited. We recommend that each person tests
stages of the research.                              no more than 5-6 products in a single session.




                                                                                            Sensory Based
                                                                                       Product Optimisation
                                                                                                          5
Benefits of our approach

Our approach offers a number of additional key        To learn more about how this technique can work
benefits including:                                   for your brand, please contact Richard Mills,
                                                      Head of FMCG at SPA Future Thinking.
Flexibility
                                                      richard.mills@spafuturethinking.com
Timings of the research can be spread. For
example we can test all products in a programme       +44 (0) 1865 336 400
at the same time or at different periods in the
year e.g. a different flavour each month.
Sustainability
Once the model is developed, it is possible to
predict liking scores for new prototypes) using
only their sensory profiles, avoiding the need for
further consumer testing. For example, if you
go on to develop an improved product using the
optimised guidance from the model, we can then
re-profile it, use that sensory data as an input to
the model, and predict how well consumers will
                                                      Richard heads up the FMCG business at SPA
like it.
                                                      Future Thinking, and has 20 years’ experience
Comparability across tests                            focussing on NPD research.
We are able to carry out tests across the year for    Richard’s expertise in NPD has been gained
new variants, revised formulations and therefore      both agency and client side at Mars, and he
build up a database for products and their            has extensive international experience having
competitors.                                          worked in over 30 countries, in all 5 continents.
Additional insight
We have the ability to ask additional questions at
end of process from evaluating the importance
of claims, the potential of new flavours through
to the quick evaluation of a new idea.




                                                                                             Sensory Based
                                                                                        Product Optimisation
                                                                                                          6
About the company

SPA Future Thinking is is dedicated to providing innovation, intelligence and inspiration through research
that identifies new opportunities, evaluates your markets and drives business growth.
With combined industry experience of over 40 years and offices in the UK and Europe, SPA Future
Thinking provide genuine research expertise and understanding across a wide range of industry sectors.
Our staff have a mix of agency and client side experience, providing you with a better understanding of
your business needs; we have the confidence to deliver not just findings but business recommendations
that deliver success.
Our knowledge of fmcg, retail and shopper research extends from new product development, pack
design and testing, and volumetric forecasting for product launches and category extensions, to
understanding all aspects of the shopper journey.
For more information about the company please contact John Whittaker on +44 (0) 1865 336 400 or at
john.whittaker@spafuturethinking.com




www.spafuturethinking.com




                                                                                               Sensory Based
                                                                                          Product Optimisation
                                                                                                             7

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Sensory based product optimisation

  • 1. Sensory Based Product Optimisation: Making sense of your brands Richard Mills Head of FMCG
  • 2. Making sense of your brands Consumer preferences can make or break a brand, and understanding how your product performs relative to branded and private label competitors is therefore vital. At SPA Future Thinking, we use sensory profiling as part of our approach to product optimisation Expert sensory tasters provide and competitor benchmarking. Quantified descriptive analysis (QDA) of your product is a highly detailed and objective a valuable tool to identify how it differs from read on all aspects of a product’s its competitors and how it can be improved to physical characteristics. maximise consumer liking. What is Sensory Preference Mapping? Our typical approach combines sensory profiling Sensory Preference Mapping is a powerful with central location test (CLT) consumer testing technique which combines two different sources aimed at: of data. 1. Understanding the competitor context, Consumers are good at telling us what they like providing a full 360 degree descriptive or dislike, but often can’t tell us why in any detail. mapping of your product and its competitors So, in parallel to consumer data, we use expert – generating a map of the sensory space sensory tasters to provide a highly detailed covered by the category. and objective read on all aspects of a product’s 2. Consumer testing to screen your product physical characteristics, ranging across its against the entire competitive set, and appearance, smell, taste, texture and aftertaste. map out preferences within that, identifying By combining these two sources of data, we segments of preference. are able to generate a deeper understanding of the drivers of preference across the market – what exactly is it about your product (or your competitor’s) that makes consumers prefer one over the other? We can then go further and tell you what you need to do to maintain market leadership in terms of product superiority and drive the success of your brand. Sensory Based Product Optimisation 2
  • 3. Our approach... Sensory Using Principal Component Analysis we map all the sensory attributes, to provide a detailed Sensory panellists are selected and screened picture of the degree of difference between each on the basis of their sensory acuity and ability to product and the nature of those differences, at a describe and discriminate on: level of detail far greater than we could expect • Appearance • Texture ordinary consumers to provide. • Aroma • Aftertaste Consumer • Flavour In tandem to our sensory testing, we conduct a comprehensive blind evaluation of the product All our recruited panellists complete a training set with consumers, typically in central locations, period, on general sensory analysis principles using hedonic and diagnostic measures. and method (e.g. five senses, perception, tasting protocols, use of software and equipment), These include assessment of the product overall, before joining our profiling panel. and on a range of attributes including overall liking, purchase intent, spontaneous likes and dislikes. Plus ratings on appearance, colour, aroma, flavour, consistency, after taste and any product specific items relevant to the product category (e.g. number of chocolate chips). The outputs from the consumer evaluation include: Individual Ratings – detailing individual ratings for your product versus competitors – including indications of significant differences Penalty and Peak Profile – highlighting opportunities for each product and prioritisation for product improvement Product Summaries – providing comprehensive Our approach builds a Quantitative Descriptive easy to read summaries indicating key scores, Analysis of the product set across all sensory reasons for preference and recommendations modalities. Each product is profiled in duplicate, for product improvements and developments. and the panel is checked for internal consistency, both across panellists and within each panellist. Sensory Based Product Optimisation 3
  • 4. Linking consumer to sensory The last stage of Preference Mapping is to Our model will: model the liking scores given by the consumers with the sensory descriptors generated by the • Give clear directions for improvement for the QDA profiling. To be considered in the model, a products which need to be improved descriptor has: • Define the optimum product described via 1. To be discriminating. Showing significant the ideal sensory profile differences within the product set • Allow us to estimate the overall opinion for 2. To be as correlated as possible to the overall the optimum product and for the products liking not placed in the consumer test (and which are included within the sensory space of 3. To have a range as large as possible (the reference) range is the difference in the highest and lowest score given within the product set) Sensory Based Product Optimisation 4
  • 5. Consumer research considerations Blind tasting As we can expect the differences to be relatively subtle, this approach will give the most sensitive To get a pure read on the product characteristics, read on the products. It will also make the test it is essential that the brand has no influence on easier to manage and control, particularly in the assessment of the properties of the products areas such as product storage and ensuring themselves. optimal and consistent trial temperature. The most robust assessment of each product will be when it is unbranded. With branding in place, brand can become the main focus of the assessment (i.e. particular associations conveyed by brand and advertising can distort actual perceptions). All products tested by panellists and consumers are therefore tested blind to allow the product attributes to be assessed without any reference to expectation derived from branding. In tandem to our sensory testing, we conduct a comprehensive Complete design blind evaluation of the product The most powerful modelling can be achieved set with consumers, typically in when consumers have evaluated all the selected central locations, using hedonic products in the set, which then allows us to identify sub-groups of respondents within the and diagnostic measures. sample who share similar patterns of liking or disliking across the product set. Optimisation guidance can then be targeted more precisely. Central location testing Controlled environments ensure all products are Consumer pre-recruitment prepared and served to a standardised protocol, in exactly the same way, eliminating any Depending upon the number of products being extraneous differences. This also ensures that tested, consumers may need to attend the CLTs the products will be served to exactly the same for more than one session, so are normally pre- protocol in the consumer and sensory evaluation recruited. We recommend that each person tests stages of the research. no more than 5-6 products in a single session. Sensory Based Product Optimisation 5
  • 6. Benefits of our approach Our approach offers a number of additional key To learn more about how this technique can work benefits including: for your brand, please contact Richard Mills, Head of FMCG at SPA Future Thinking. Flexibility richard.mills@spafuturethinking.com Timings of the research can be spread. For example we can test all products in a programme +44 (0) 1865 336 400 at the same time or at different periods in the year e.g. a different flavour each month. Sustainability Once the model is developed, it is possible to predict liking scores for new prototypes) using only their sensory profiles, avoiding the need for further consumer testing. For example, if you go on to develop an improved product using the optimised guidance from the model, we can then re-profile it, use that sensory data as an input to the model, and predict how well consumers will Richard heads up the FMCG business at SPA like it. Future Thinking, and has 20 years’ experience Comparability across tests focussing on NPD research. We are able to carry out tests across the year for Richard’s expertise in NPD has been gained new variants, revised formulations and therefore both agency and client side at Mars, and he build up a database for products and their has extensive international experience having competitors. worked in over 30 countries, in all 5 continents. Additional insight We have the ability to ask additional questions at end of process from evaluating the importance of claims, the potential of new flavours through to the quick evaluation of a new idea. Sensory Based Product Optimisation 6
  • 7. About the company SPA Future Thinking is is dedicated to providing innovation, intelligence and inspiration through research that identifies new opportunities, evaluates your markets and drives business growth. With combined industry experience of over 40 years and offices in the UK and Europe, SPA Future Thinking provide genuine research expertise and understanding across a wide range of industry sectors. Our staff have a mix of agency and client side experience, providing you with a better understanding of your business needs; we have the confidence to deliver not just findings but business recommendations that deliver success. Our knowledge of fmcg, retail and shopper research extends from new product development, pack design and testing, and volumetric forecasting for product launches and category extensions, to understanding all aspects of the shopper journey. For more information about the company please contact John Whittaker on +44 (0) 1865 336 400 or at john.whittaker@spafuturethinking.com www.spafuturethinking.com Sensory Based Product Optimisation 7