Crowd4Test vs Userfeel

Crowd4Test has no write-up on Specifiction yet; its figures are above.

Userfeel gives product teams and agencies tools for usability research, combining AI analysis with feedback from human testers. Researchers can run moderated or unmoderated tests, surveys, card sorts, and tree tests. They can recruit from a panel Userfeel says has over 1 million testers across more than 40 languages, or bring their own participants. Filters include country, language, age, gender, and role. Studies can cover desktop, mobile, tablet, and app contexts. AI tools provide session summaries, sentiment analysis, and recommendations tied to session evidence; voice transcription creates searchable, time-stamped transcripts. The free plan includes 3 credits per month and supports your own tester. Solo costs $3,000 a year; Team is $5,500 a year and Enterprise is $15,000 a year. Userfeel says data is stored in the European Union and reports compliance with ISO/IEC 27001:2022, SOC 2 Type 2, EU GDPR, UK GDPR, and the UK Data Protection Act 2018. Its support and development provider has access to servers and data for those purposes.