Conjoint Analysis
Optimize product offering and pricing based on primary customer insights

What we measure via conjoint analysis
- Attribute importance:
Identifying which product features customers consider most deciding in purchase decisions
- Optimal product configuration:
Determining the feature and price combinations that maximize sales, margins, revenue, etc.
- Willingness to pay:
Quantifying to which extent customers are willing to spend more on features of products or services
- Competitive simulation:
Assessing how changes to your offering in price and/or attributes impact competitive position
How we apply conjoint analysis in projects
- Attribute Definition:
We interact with you to gain in-depth understanding of your product/service an define which attributes and options to measure
- Experimental Design:
We design a choice-based survey covering all attributes and options for respondents to evaluate via hypothetical product/service comparison
- Statistical Modelling & Analysis:
We calculate utility scores for each attribute level and price point based on choices made by respondents
- Simulation & Strategy substantiation:
We test scenarios based on the results and translate data into concrete product and pricing strategy recommendations
Typical primary data sources we use
- Customer and consumer panels
- Targeted online survey audiences
- Your current (and possibly former) client base
- Pre-determined custom respondent lists
The output we deliver
- Actionable strategy recommendations:
Clear and concise advice on how to optimize price and product offerings, supported by objectively quantified customer preferences
- Simulation reports:
Documentation of tested scenarios and expected outcomes for evaluated price/attribute combination
- Interactive simulation dashboards:
Visualization of results that allows decision-makers to explore scenarios and sensitivities interactively
When conjoint analysis is most valuable
- When launching new products or services
- When developing new pricing strategies
- When deciding on product/service (re-)positioning
- When making feature prioritization decisions in R&D
Multi-source company assessments to inform strategy
Compile filings, news, signals, and expert insights into structured, benchmarked profiles to clarify strategy, financial resilience, and operations.