Homepage<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t Product development becomes stronger when you see which choices customers actually make.<\/span><\/p> Discrete Choice Modelling helps organisations understand which product features have the most influence on customer choices. For Alpine, Sprint used this method to test design options for a new product. This allowed Alpine to make choices based on customer behaviour, rather than just assumptions, internal preferences, or voiced opinions. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t Alpine faced an important product choice. A new product was under development, with several possible design options. The question was which combination would best meet the needs of the target group. <\/span><\/p> In product development, customer feedback, experience, and internal expertise often play a major role. However, these sources do not provide a complete picture of choice preferences. What people say they find important sometimes differs from what they choose when they have to make trade-offs. <\/span><\/p> Therefore, Alpine needed insight into actual choice behaviour. Which characteristics carry the most weight? Which combinations are most convincing? And which product features add less value than expected? <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t Developing new products means making choices. About shape, material, colour, price, performance, and other features. Every choice influences attractiveness, positioning, and distinctiveness. <\/span><\/p> At the same time, these choices are often difficult to prioritise. Internal preferences can differ. Customers may mention multiple features as important during conversations. Furthermore, it is only in a realistic choice situation that it becomes clear what people actually go for. <\/span><\/p> Discrete Choice Modelling then provides guidance. The method lets customers choose between different product variants. This creates a clearer picture of the trade-offs they make and the features that drive their choice. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t Sprint set up a Discrete Choice Modelling study for Alpine regarding the design options for the new product. Respondents were shown product variants with different combinations of features multiple times. <\/span><\/p> Instead of just asking what they found attractive, participants had to choose. This made it clear how they made trade-offs between product features. <\/span><\/p> The analysis then showed which features most strongly drive the choice process. It also became clear which combinations had more persuasive power and which features were less decisive for preference. <\/span><\/p> This approach is well-suited to issues surrounding product development, proposition development, and portfolio optimisation. Additionally, DCM helps with choices where price, design, material, colour, or functional features together determine how attractive a product is. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t The research gave Alpine a clearer picture of the product features that customers find important when making a choice. This allowed the team to prioritise more effectively in the further development of the product. <\/span><\/p> The insights helped to base design choices on concrete customer preferences. This gave direction to the product strategy and clarified which combinations best met market needs. <\/span><\/p> Exact results and model outcomes remain outside this case. The core is that with Discrete Choice Modelling, Alpine gained more control over the choices that matter to the target group. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t Alpine was able to assess design options based on customer behaviour instead of personal preferences.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t The research showed which product features deserved priority and which combinations were most promising.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t The insights gave direction to decisions regarding market fit, positioning, and differentiation.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna… <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna… <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\tAlpine<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
Discrete Choice Modelling at Alpine: converting customer preferences into sharp product choices<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
Information about the case<\/h2>\t\t\t\t<\/div>\n\t\t
The question<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
Alpine wanted to know which product features make the difference<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
The challenge<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
Product development requires evidence of customer behaviour<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
The approach<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
Discrete Choice Modelling as a choice experiment<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
<span data-metadata="\"><\/span><span data-buffer="\"><\/span>the result<\/span><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
Alpine received direction for design choices<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
Consequence of the result<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
how the insight led to action.<\/h2>\t\t\t\t<\/div>\n\t\t
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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\tBetter-informed choices.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
![\"\"](\"https:\/\/blauw.com\/wp-content\/uploads\/2026\/07\/icon-houglass.svg\"){kind=icon}
\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\tSharp priorities.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\tCustomer-centric product development.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
In practice.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
De Baak<\/h4>\t\t\t\t<\/div>\n\t\t\t\t
strategy<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t![\"\"](\"https:\/\/blauw.com\/wp-content\/uploads\/2026\/08\/debaak-female-768x768.webp\")
\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\tAutoscout 24<\/h4>\t\t\t\t<\/div>\n\t\t\t\t
Experience<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t![\"\"](\"https:\/\/blauw.com\/wp-content\/uploads\/2026\/08\/autoscout24.png\")
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