Test your designs before you build with AI-led design testing

Collect in-depth feedback from real humans at a scale and speed that allows you to iterate on your designs with confidence.

5 min
Avg. time to first response
Languages supported
Faster time-to-insight

Get conversational feedback on your designs in any language

Understand how your customers respond to your designs and concepts before your team has written a single line of code. Wondering's AI-led design tests help you test your designs with real users iteratively, and get you feedback in 10+ languages within hours.

AI automatically asks relevant follow-ups

Wondering's purpose-built AI automatically digs deeper, helping you learn where your users get stuck and frustrated.

Quickly learn how to improve your designs

Each response is transcribed, analyzed, and summarized in real-time with our AI analysis, helping you uncover how people respond to your designs.

Start a free trial

All features
3 free studies
5 panel credits
No time limit

Get actionable design feedback from real customers in hours

Eliminate guesswork and iteratively test your designs to learn where how people respond to your designs with the help of AI-led design tests.

Get design feedback from users in-product or our panel

Test your assumptions before you build

Get insights your team can't ignore in hours

Iterate and improve your designs faster

Combine with quantitative methods

Keep your research data safe and secure

How startups and enterprises use Wondering to scale their research

Powerful AI-led research and self-serve user insights to help you convert, engage, and retain more users. Trusted by teams of 1 and 10,000+.