The Wizard of Oz (WoZ) method is a clever UX research technique where users interact with a system they believe is autonomous, but behind the scenes, a human is pulling the strings. This approach allows designers to test complex functionalities without fully developing them, saving time and resources.
How to Conduct a Wizard of Oz Study
- Define Objectives: Clearly outline what you want to learn from the study. Are you testing a new feature, exploring user interactions, or assessing the functionality of a concept?
- Design the Prototype: Create a mock-up of your system. This could be a digital interface or even a physical object, depending on what you’re testing. Remember, it doesn’t need to be fully functional; it just needs to appear real to the user.
- Set Up the Wizard: Assign a team member to act as the “wizard.” This person will control the system’s responses during the test. Ensure they have a clear script or guidelines to follow to maintain consistency.
- Conduct the Test: Have users interact with the prototype as they would with a real system. The wizard should respond in real-time, providing outputs the system would generate.

- Collect and Analyze Data: Observe user behaviors, gather feedback, and analyze the results to identify areas for improvement and assess the feasibility of the proposed system.
Tools for Wizard of Oz Testing
Prototyping Software:
Tools like Figma can help create realistic interfaces without full functionality.

Communication Platforms:
In person: Have the researcher “wizard” and participant sit back-to-back or separated by a privacy screen. The participant will interact with “the app,” while the researcher follows a script to provide responses. If you’re the researcher, it helps to physically trace along the script with your finger to stay on track.
Virtually: Apps like Zoom can facilitate real-time communication between the user and the wizard.

Script Management:
Shared documents or specialized software can help the wizard manage responses and stay consistent during the test.

Case Studies
- AI-Powered Exercise Coach: A team developed a virtual health coach to motivate individuals with low health literacy to exercise. They used the WoZ method to simulate the coach’s responses, allowing them to test user interactions and gather feedback before fully developing the AI system. medium.com




- Voice Assistant Development: In designing a new voice assistant, researchers employed the WoZ technique by placing a Bluetooth speaker inside a mockup. Users interacted with the prototype, while a human controlled the assistant’s responses, enabling the team to understand user expectations and refine the assistant’s behavior. nngroup.com
- Interactive Voice + Short Messaging Enhancement: CDS used the Wizard of Oz methodology for clients like Arrow Global and EE to test interactive voice response (IVR) and SMS systems while saving time and costs. By creating an Axure prototype with integrated voice files, they allowed clients to observe real-time user interactions and identify pain points in their IVR systems. Using Amazon Polly for automated voice generation further streamlined the process, eliminating the need for professional recordings before testing the most effective prompts. cds.co
Conclusion
The Wizard of Oz method is a powerful tool in UX research, offering a cost-effective way to test and refine complex systems before full-scale development. By simulating functionalities, teams can gather valuable user insights and make informed decisions, ensuring the final product meets user needs and expectations.
References
Rosala, Maria, and Sara Paul. “The Wizard of Oz Method in UX.” Nielsen Norman Group, 19 Apr. 2024, www.nngroup.com/articles/wizard-of-oz.
Suleiman, Abdul. “The Basics of Wizard of Oz Prototyping.” 31 Dec. 2024, ux4sight.com/blog/wizard-of-oz-prototyping.
Geison, Chris. “What in the UX Is “Wizard of Oz Testing”?” 20 Aug. 2019, www.answerlab.com/insights/wizard-of-oz-testing.
Araújo, João. “Setting up a Wizard of Oz Prototype in Figma.” Medium, 22 Mar. 2020, medium.com/babylon-design/setting-up-a-wizard-of-oz-prototype-in-figma-9cfbd91080f3.
Locke, H. “Using ‘Wizard of Oz’ Testing for Voice Apps.” Medium, 6 July 2021, medium.com/@h_locke/using-wizard-of-oz-testing-for-voice-apps-e567bc8ea96a.
“Wizard of OZ Prototyping: All the Basics You Need to Know.” Mockitt mockitt.com/prototyping/wizard-of-oz-prototype.html.
CDS Marketing. “What Is Wizard of Oz Testing and How Can It Be Used?” Apr. 2023, blog.cds.co.uk/what-is-wizard-of-oz-testing-and-how-can-it-be-used.
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