New vs. Classic Think-Out-Loud (TOL): key differences and when to use each

Understand the key differences between the New and Classic Think-Out-Loud (TOL) experiences in UserTesting, including capabilities, limitations, and when to use each.

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What to expect

As part of our platform evolution, the New Think-Out-Loud (TOL) experience introduces a modern, AI-powered approach to unmoderated testing. While Classic TOL remains available, the two experiences differ in key areas: test creation, recruitment, device support, and results analysis.

This guide helps you understand those differences so you can choose the right experience for your research needs and confidently create and analyze your tests.

Watch this video for a quick overview of the key differences between Classic and Updated think-out-loud experiences.

 




 

Test creation and capabilities

New TOL introduces more advanced question types and a simplified workflow. However, some Classic features are not yet supported.
 

Category New TOL experience Classic TOL experience
Core task types Multiple choice, written, verbal, rating, image, balanced comparison (up to 4 options) Multiple choice, multiple select (multi-select), written, verbal, rating, image, balanced comparison (up to 2 options)
Advanced question types Matrix, rank order, NPS, QXscore (advanced survey-style questions) Not supported
SUS+ Not supported Supported
Task structure Simplified structure using navigation and instruction tasks Scenario-based structure with more customization
Templates Not available Pre-built templates for common use cases
Prototype testing Figma integration and web prototypes Web, mobile, and prototype testing supported


Some features available in Classic TOL are not yet supported in the new experience:

  • Card sort and tree test
  • 5-second test
  • Video/audio uploads
  • Certain custom task types

When converting a Classic test:

  • Tasks may become navigation tasks
  • Scenarios may be converted into instruction steps

Review your test carefully before launching to ensure everything behaves as expected.

 

 


 

Recruitment, devices, and setup 

New TOL simplifies recruitment and setup, but currently has some limitations in device support and technical requirements compared to Classic.
 

Category New TOL Experience Classic TOL Experience
Recruitment Options Use both the  UserTesting Network and invite your own participants within a single test Separate audience types (cannot combine in one test)
Reusable audiences Create and reuse audiences across tests Limited audience reuse
Custom/Favorite Contributors Not available Save and reuse favorite participant criteria
Mobile Testing Mobile web testing only (iOS and Android browsers) Mobile web and native app testing
Recorder Requires a Chrome extension for recording Extensionless recorder available
Browser support Desktop testing is supported in Chrome only Supports multiple browsers


⚠️ Important: New TOL currently requires Chrome for desktop testing and does not support native mobile app testing. If your study requires broader device or browser coverage, use Classic TOL.

 

Results analysis and AI

New TOL uses AI-driven analysis to help you identify insights faster, while Classic TOL relies more on manual tagging and traditional tools.

Category New TOL experience Classic TOL experience
AI Summaries AI-generated summaries at both session and test level Limited or basic summaries
AI Themes AI-generated themes across sessions Limited theming (verbal responses and tasks only)
Sentiment analysis Improved AI-driven sentiment analysis Older sentiment model
Analysis approach AI-driven analysis with automatic theme detection Manual analysis using tags, keyword maps, and filters
Legacy analysis tools Not available (Smart tags, Friction Detection, etc.) Includes Smart tags, Friction detection, and other legacy tools
Video experience Updated video player with transcripts and key moments Legacy video player
Clips and Highlight Reels Supported (within test only) Supported
Cross-test compatibility Cannot combine results with Classic tests Can analyze results across multiple Classic tests
Results UI Modern UI with improved charts  Legacy UI
Filtering and analysis Advanced filtering with flexible segmentation Basic filtering options


In general, New TOL reduces the need for manual analysis by automatically identifying themes and summarizing results. Classic TOL offers more control through manual tools, but requires more time and effort.



Moving from Classic to New TOL

You can transition existing Classic TOL tests to New TOL, but some elements are converted or simplified. To get started, use Duplicate and convert to create a new version of your Classic test in the New TOL format.


 

Most task types, questions, and recruitment settings will carry over. Review your test carefully before launching:

  • Tasks may be converted into navigation tasks
  • Scenarios may become instruction steps
  • Unsupported features may be removed or rebuilt

Best practice: Always preview and test your converted test before launch to ensure everything behaves as expected.

If your test relies on features not yet supported in New TOL (such as card sorting, templates, or app testing), consider continuing to use Classic TOL.
 


 

Choosing the right experience

Use the following guidance to choose the right Think-Out-Loud (TOL) experience for your research needs.
 

Use Case Recommended Experience
You want faster setup and AI-generated insights. New TOL
You want a streamlined workflow with less manual analysis. New TOL
You want to combine the UserTesting Network and invite your own participants in a single test. New TOL
You want to use advanced question types (e.g., matrix, rank order, NPS, QXScore). New TOL
You need card sorting or tree testing. Classic TOL
You need templates to quickly build tests. Classic TOL
You need mobile app testing (not just mobile web). Classic TOL
You rely on legacy analysis tools (e.g., Smart Tags, Friction Detection). Classic TOL
You need broader browser or device support (beyond Chrome or mobile web). Classic TOL



 
 

Final takeaway

New TOL experience represents the future of unmoderated testing in UserTesting, with built-in AI, a modern interface, and a streamlined workflow.

Classic TOL remains available for advanced use cases that rely on legacy features such as templates, card sorting, and mobile app testing.

For most use cases, start with New TOL and use Classic TOL when specific features are required. You can explore New TOL today while continuing to use Classic where needed.

 

 

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