Rigour
Research

Understanding customer behaviour and experience.
Research that reveals how customers think, choose and act

Start a project

4.2M

Respondents reached

Markets Covered

1998

Founded

99%

Respondents reached

§ 01 · Benefits

From hypothesis to quantified, defensible answer.

Test what you believe

Validate the theories that already shape your decisions, with statistical evidence rather than assumption.

Quantify what drives what

Measure the strength of each relationship — direct and indirect — so you know exactly where to invest.

See where to revise

When the data does not support a hypothesis, you learn precisely where your thinking needs to change.

§ 02 · The method

What is confirmatory modelling?

Confirmatory modelling tests a specific theory of how variables relate — typically through structural equation modelling — rather than letting the data dictate the structure.

Unlike exploratory regression, every path is specified up front. The model either fits or it does not, and the fit statistics tell you honestly whether your mental model of the market holds.

You start with a hypothesis: brand awareness drives consideration, which drives preference, which drives purchase. Confirmatory modelling asks whether the data actually supports that chain, how strong each link is, and where the theory breaks down.

Done well, it gives you a quantified theory of the business — a directed graph of relationships, each with a standardised coefficient and a confidence interval. Done badly, it overfits silently. We treat fit diagnostics and modification indices as a discipline, not an afterthought.

When to use it

When you already have a theory — and you need to know whether it holds up.

Testing brand funnel hypotheses and equity frameworks

Validating customer journey maps and touchpoint models

Confirming service quality frameworks and their impact on outcomes

Measuring direct versus indirect effects in marketing and sales funnels

Competitive positioning and marketing ROI attribution

Terms & Conditions2026
Privacy Policy2026
Data Processing Addendum2026
Information Security2026
Quality Policy2026
Code of Conduct2026

We publish current versions of every policy we operate under so that procurement, legal and data-protection teams can move quickly. All documents below are dated, version-controlled and held against an internal audit log. NDA copies and ISO certificates are available on request.

· What we do · the full research stack

Standard research
gives you data.
We give you clarity.

Rigorous data collection. Expert analysis. The full research stack, delivered by a senior team that actually owns the work.

Tell us about your study

One team · all under one roof

Collection, analysis and delivery
— never handed off.

§ 0 · Implementation area

Customer Research.

Understanding customer behaviour and experience.
Research that reveals how customers think, choose and act

Segment value map · illustrative

n = 1,200

· Implementation area

Choice, price and behaviour at scale.

For food, drink, household and personal-care brands — research that turns the fast, repeated decisions of millions of shoppers into clear commercial signal.

Get in Touch

FMC · 01

§ 08 · Policies

Policies

The documents that sit behind every project — contracting, data handling, security and conduct. Auditable, dated, signed.

§ 0 · Advanced Analytics

Confirmatory
Modelling.

When you have a theory about how your market works, confirmatory modelling tests whether the data actually supports it — and quantifies every relationship in the model.

Path model · illustrative

SEM · standardised β

Rigour Research is a director-led data collection and analytics agency. We work with agencies, brands and organisations that need research they can trust delivered accurately, on time, without complication.

Our clients span FTSE and S&P listed corporations, independent consultancies, PR and media organisations, and specialist research firms. We enjoy one of the highest retention rates in the industry, and that consistency is no accident. Every Rigour Research project is overseen by experienced senior staff. Every dataset is validated before it leaves us. Every deadline is a commitment we won’t break. Every project benefits from senior oversight and a proactive, straightforward approach.

We combine robust methodologies, rigorous validation protocols and transparent reporting to ensure the data we deliver is accurate, defensible and ready for decision-making. Our focus is simple: uncompromising quality, dependable timelines and cost-efficient execution. We exist to provide accurate, honest and defensible data to offer the confidence you need to make your decisions count.

01 · Our approach

Rigorous data collection. Expert analysis. Clear insight.

Rigour Research works with agencies, brands and organisations that demand accurate data and clear insight. We cover a wide range of sectors and methodologies, from online surveys and face-to-face interviewing to advanced analytics and interactive reporting.

Every project is overseen by senior staff. Every dataset is validated before it leaves us. The result is decision-ready intelligence you can trust, and a next step that feels clear.

§ 02 · Dynamic data that drives insight

Not collecting it making sense of it.

Modern research generates vast amounts of data. The challenge is not collecting it, it’s making sense of it. Our visualisation and analytics solutions are designed to make findings accessible, engaging and immediately useful.

By combining clear visual design with robust statistical analysis, we create outputs that allow stakeholders to explore results, uncover patterns and understand the story behind the data — making research easier to interpret, easier to communicate and ultimately more valuable.

02 · Data collection

Four ways to reach the
right respondents.

We pick the mode of data collection to fit the question,
never the other way round. Online for reach and speed,
telephone for B2B and specialists, in-person for depth and
observation.

Custom Surveys

Built-from-brief programming for nuanced, multi-market studies. Complex logic, branded experience, full quality controls.

RigourRapid

Fast-turnaround omnibus and same-week studies. National samples in 48 hours, with the same QC discipline as bespoke.

CATI Interviewing

Structured telephone interviewing across consumer and B2B audiences. Particularly suited to specialist and hard-to-reach respondents.

Face-to-Face

In-home, on-street and central-location interviewing. For projects that need depth, observation, or audiences online cannot reach.

§ 01 · Methodologies

The full range, applied
without complexity.

Our analytics capability covers eleven techniques
across four capability bands. We pick the right tool for
the question — never the other way round.

BAND · 01

Audience understanding

Define and connect the people behind the data — who they are, what they share, and how that maps to behaviour.

Data Fusion

Connect fragmented data to reveal how attitudes translate into real behaviour.

Segmentation

Define customer groups that drive decisions, not just descriptions.

BAND · 02

Key drivers & impacts

Move from “what” to “why”. Quantify what actually moves the outcomes you care about.

Key Driver Analysis

Identify what actually drives outcomes, not just what correlates with them.

Confirmatory Modelling

Test your theories about how your market works with rigorous statistical validation.

Machine Learning

Detect non-obvious patterns and predict outcomes from large, messy datasets.

BAND · 03

Trade-offs & choices

Force real decisions in research, so you can see what people actually value when they cannot have everything.

MaxDiff

Reveal which features and benefits matter most when buyers must choose between them.

Conjoint

Simulate purchase decisions to optimise price, bundle and configuration.

Kano

Prioritise features based on what drives satisfaction, not just stated importance.

BAND · 04

Visual analysis

Tools to see structure in the data — patterns, hotspots, and the way categories really cluster.

Shelf Tests

Simulate the shelf to understand what gets seen, chosen, and ignored.

Eye Tracking & Visual Analysis

Map where attention falls across creative, packaging and digital UX — frame by frame.

Heatmapping

Pinpoint where attention concentrates across creative, packaging and digital experiences.

§ 03 · Brand research

Three ways we work
on brand.

Brand Identity

Define what your brand stands for, and the cues that signal it in the world.

A clear-eyed read of how your brand is recognised today — name, mark, voice, codes — and how each element earns its place. We pressure-test the assets that carry your identity against the audiences that decide whether they work.

Distinctive asset audit and benchmarking
Visual and verbal identity testing
Naming, mark and packaging validation
Codes that travel across markets and channels

Brand Strategy

Find the territory you can credibly own — and the structure to operate it.

Combines qualitative depth with quantitative validation to identify the positioning that will resonate, define the role of each brand in your portfolio, and clarify endorsement, sub-brand and master- brand relationships.

Positioning territory mapping
Customer-led proposition validation
Portfolio role definition
Endorsement and architecture structure

Brand Equity

Measure the strength of your brand and the meaning attached to it.

A structured framework for quantifying awareness, salience, associations and preference — benchmarked against the competitive set and tracked over time. Tells you not only how strong the brand is, but exactly where the strength is being earned.

Awareness, consideration and preference funnel
Attribute associations and image mapping
Competitive benchmarking
Equity drivers and weak-spot diagnosis

· What we do · the full research stack

From raw data to insight-ready outputs.

Understanding what drives behaviour and decision-making is where good strategy begins. Our in-house analytics team applies the full range of advanced statistical techniques, including segmentation, key driver analysis, conjoint, MaxDiff, confirmatory modelling, machine learning — to give you the answers that matter.

Eleven techniques across four capability bands. We pick the right tool for the question, and skip the ones that won’t help.

Explore more

11 methods, 4 bands