AI-generated Affinity Diagrams

Creating Affinity Diagrams with Product Context Analyzer

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What is an Affinity Diagram?

An Affinity Diagram groups desired outcomes or pain points into meaningful themes, making patterns across user research visible that represent human-centred quality objectives or key issue areas. This shared view helps teams align on priorities and guides strategic design decisions based on what users actually experience and care about.

Basic steps to create an Affinity Diagram with Product Context Analyzer

1

Enter a research prompt

Specify the activity, responsibility, journey, or user group you are interested in

Example: Forecasting sales for a pharmaceutical product line in a specific region

Tips

Describe the activity in a single sentence without prescribing a particular product or solution.

Optionally include context such as who is performing the activity and under what circumstances.

Adding context helps make the analysis more domain-specific.

2

Click 'Start Analysis'

The analysis takes several minutes depending on the scope and number of tasks identified

3

Open the Analysis

As soon as the analysis is completed, you can open it and look at all artifacts

Tips

The quick access view provides direct access to all artifacts grouped by UX method

You can also browse all results by stakeholder, task or task object by clicking on the left icons

4

Click on Insights on the left

Insights are synthesized view on the context-of-use analysis across tasks and stakeholders

Example: Key Opportunity Areas | Key Issue Areas

Tips

You will find two Affinity Diagrams, one clustering all pain points and one clustering all desired outcomes

5

Select Affinity Diagram

Affinity Diagrams cluster related desired outcomes or pain points into meaningful topic areas and themes

Tips

Use the emerging themes to identify strategically relevant quality dimensions or key issue areas

Use the expand and collapse function to view the underlying original items linked to the original context of use

Use the underlying items to trace each theme back to detailed context-of-use information

What can you do with an Affinity Diagram?

Walk through the themes with your team

Start with the clustered pain points or desired outcomes and spend workshop time discussing what the themes mean rather than manually constructing the affinity diagram.

Challenge the clustering

Review whether individual findings belong together, whether important distinctions have been lost, and whether the resulting themes reflect how the team understands the problem space.

Identify the issues that deserve attention

Use recurring pain-point themes to surface broader issue areas that may warrant strategic or design attention.

Identify what the experience should optimize

Use themes across desired outcomes to reveal higher-level human-centred quality objectives that can guide product and design decisions.

Bring the big picture into a strategy workshop

Discuss patterns across many individual findings without requiring participants to work through every underlying item first.

External Resources

Origins

Karen Holtzblatt & Hugh Beyer
Interaction Design Foundation

Contemporary Thinking

Interaction Design Foundation
Product Context Analyzer
ProContext Inc.
377 Roble Ave
Redwood City
CA 94061, USA