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Analytics

From validated data to
competitive advantage.

Research data becomes valuable only when it drives decisions. Our advanced analytics for survey data and predictive analytics reveal what will happen next, what's driving it, and where opportunity exists, supporting confident strategic decisions.

Technique CyclingMethod follows question
Frequency distribution“Which age group shops most?”
Conjoint · attribute utility“What drives premium SUV purchase?”
Brand0.76
Price0.62
Mileage0.48
Safety0.81
Resale0.42
K-means · 3 segments“How many customer segments exist?”
CHAID · decision drivers“What predicts loyalty?”
Brand loyalty
High (n=142)
Medium (n=186)
Low (n=92)
Price sensitivity ↓
Tenure ≥ 2 yr
Service score ↑
10+ techniques in the toolkit · we pick the one your question needs
Analytical Methods

The full suite of advanced
analytics, applied with precision.

Our market research analytics combines proven statistical technique with real-world business understanding. Every method is selected to deliver meaningful, accurate insight through expert-led data analytics services, including our conjoint analysis services.

Choice & Preference
Conjoint Analysis

Measure how customers evaluate product features, pricing, and benefits using choice-based conjoint analysis, helping design offerings that align with real purchase behaviour, and answering how to use conjoint analysis for product design in practice.

Pricing, product design, feature prioritisation
Prioritisation
MaxDiff Scaling

Identify the attributes that truly influence customer decisions. MaxDiff analysis provides reliable rankings for stronger product, marketing, and communication strategy.

Claims testing, feature ranking, ad copy selection
Brand Positioning
Correspondence Analysis

Visualize competitive relationships through correspondence analysis and perceptual mapping, understanding brand association, competitive positioning, and customer perception within the market.

Brand tracking, competitive intelligence
Dimension Reduction
Factor Analysis

Leverage factor analysis to reduce complex survey variables into meaningful dimensions that reveal customer attitudes, motivations, and behaviours, making insight easier to interpret and apply.

Scale development, attitude battery reduction
Segmentation
Cluster Analysis

Using cluster analysis market research, build actionable customer segments by behaviours, attitudes, and needs, enabling more effective market segmentation and targeted engagement strategy.

Market segmentation, persona development
Text Intelligence
Open-End Text Analytics

Our text analytics for surveys identify themes, sentiment, and pattern in qualitative responses, using open-end text analytics and NLP to convert unstructured responses into valuable insight.

OE coding, sentiment, theme extraction
Prediction & Prioritisation
Key Driver Analysis

Our key driver analysis, a form of driver analysis survey methodology, combines regression technique with relative-importance methods to identify what has the greatest impact on satisfaction, purchase intent, and NPS.

Brand health, customer satisfaction, product investment decisions
Pricing Strategy
Price Sensitivity Modelling

Our price sensitivity analysis uses proven Van Westendorp and Gabor-Granger methodologies to identify optimal pricing ranges, demand thresholds, and elasticity, supporting predictive analytics market research on critical commercial decisions.

New product pricing, price elasticity, willingness to pay
Need a bespoke research solution?

Our consultants design custom methodologies for complex briefs - brief us directly.

Brief us
Why Our Analytics

Analytics for decisions.
Not demonstrations.

Our advanced analytics approach is built around business decisions, not a predefined methodology. It combines statistical expertise with commercial understanding to produce reliable, boardroom-ready recommendations.

Differentiator 01
10+techniques
applied per decision
Method follows the business objective.

Conjoint, MaxDiff, CHAID, cluster, factor, correspondence, SEM. Every engagement begins with decision-to-method mapping, open to client-side methodology review.

Decision-to-method mapping before proposalOpen to client-side methodology reviewSenior analyst owns every project
Differentiator 02
3pedigrees
ex-McKinsey · ex-Kantar · ex-Nielsen
Analysts who've done the work before.

Led by professionals with backgrounds across leading consulting and research organisations. Every project is owned by a specialist delivering advanced analytics without a black-box output.

Published methodology where possibleSenior analyst owns deliveryNo "black box" deliverables
Differentiator 03
47decks
board-level decks supported, YTD
Findings that survive the boardroom.

Our advanced analytics delivers findings that are transparent, explainable, and built for executive decision-making, cross-validated to withstand boardroom discussion.

Cross-validation on every major findingFull methodology doc for executive reviewIf we can't defend it, we redo it
Advanced Analytics

Turn your data into
decisions you can defend.

Tell us what decision your analysis needs to power. We'll select the right methods and deliver intelligence - not just output.