Choice & Preference
Conjoint Analysis
Identify the precise attribute weights that drive consumer choice. Build the optimal product or service configuration for your target segment.
→ Pricing, product design, feature prioritisation
Descriptive statistics tell you what happened. Advanced analytics tell you what will happen, what drives it, and where to place your strategic bet. Our analytics capability turns validated research data into competitive intelligence.
We don't apply techniques for their own sake. Every analytical method is selected because it answers a specific type of strategic question — and applied by analysts who understand both the math and the business context.
Identify the precise attribute weights that drive consumer choice. Build the optimal product or service configuration for your target segment.
Reveal the true importance hierarchy among a set of items — far more discriminating than standard rating scales. Ideal for claims testing and feature ranking.
Visual perceptual mapping of brand associations and competitive positioning. Instantly shows where your brand sits in the minds of your target consumers.
Collapse correlated variables into meaningful underlying dimensions. Identify the latent constructs that drive attitudes, motivations, and behaviour.
Define distinct consumer segments based on attitudes, behaviours, or needs — not just demographics. Build segments you can actually act on.
NLP-powered coding, tagging, and thematic analysis of open-ended responses at scale. Turns qualitative text into structured quantitative intelligence.
Identifies which variables most strongly predict a critical outcome — satisfaction, purchase intent, or NPS. Uses regression and relative importance methods to rank what's driving your dependent variable, so investment and effort go where they'll move the needle most.
Determines what your audience will pay — and where pricing breaks down. Using Van Westendorp and Gabor-Granger methodologies, we identify acceptable price ranges, optimal price points, and elasticity thresholds before you commit to a commercial decision.
Our consultants design custom methodologies for complex briefs — brief us directly.
Brief usAdvanced methods applied to the question your decision actually requires — not the method the firm happens to sell. Senior analysts, explainable outputs, defensible in the boardroom.
Conjoint, MaxDiff, CHAID, cluster, factor, correspondence, SEM. Every engagement begins with decision → method mapping. If your question doesn't need advanced analytics, we'll say so.
Published, peer-reviewable analysts with prior work at category-shaping firms. Senior analyst owns every project — not an analyst-in-training practising on your budget.
Explainable analytics. If a finding can't be walked through under challenge in a boardroom, we don't ship it. Every finding cross-validated; every methodology auditable.
Tell us what decision your analysis needs to power. We'll select the right methods and deliver intelligence — not just output.