Category
AI user testing software: what they are and who makes them
panel-plus-software platforms, live interview and moderated tools, information architecture specialists, enterprise research suites: Lyssna, Userbrain, Lookback through UserTesting.
Types of AI user testing software
Panel-plus-software platforms
Lyssna, Userbrain and Userfeel bundle a participant panel with recorded tests. You pay a subscription or credits and get testers within hours. They suit small teams that run a handful of studies a month and do not want to recruit by hand.
Live interview and moderated tools
Lookback centers on live sessions with an observer room, notes and AI-suggested findings that are labeled as such. Lyssna, Useberry and Userlytics also run interviews. These suit researchers who talk to customers on camera and need recordings, timestamps and transcripts afterward.
Information architecture specialists
Optimal Workshop and UXtweak lead with card sorting, tree testing and first-click tests. They answer how menus and labels should be arranged, then add usability testing and surveys. Teams that redesign navigation or content structures tend to start with these two.
Enterprise research suites
UserTesting and Maze sell to larger organizations with big panels, AI moderation and security reviews. Pricing runs through sales on the pages read, so the real cost depends on the number of studies and seats a buyer negotiates with the vendor.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Lyssna | Lyssna | Australia | Free tier |
| Userbrain | Userbrain GmbH | Austria | Trial |
| Lookback | Lookback Group, Inc. | United States | Trial |
| Optimal Workshop | Optimal Workshop Limited | New Zealand | Paid |
| Userfeel | Userfeel Ltd | United Kingdom | Free tier |
| Userlytics | Userlytics Corporation | United States | Paid |
| UXtweak | UXtweak | Slovakia | Free tier |
| Useberry | Useberry User Testing Technologies IKE | Greece | Free tier |
| Maze | Maze Design Inc. | United States | Trial + API |
| UserTesting | UserTesting, Inc. | United States | Paid + API |
