The best alternatives to smileML are PH Bench, User Hero, and nlp_compromise. If these 3 options don't work for you, we've listed a few more alternatives below.
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PHBench is using machine emotional intelligence to measure products reception at ProductHunt. A bunch of strongly worded comments can bring a mammoth product down.
User Hero collects all your research in one place & makes data analysis easy. Organize studies, transcribe interviews, take notes, tag and search observations & more. We automatically generate reports and rainbow charts so your team can learn & build faster.
Pensieve AI helps you put your users first by automating your entire research workflow. With all the necessary features like audio/video transcription, autogenerated highlighting, and exporting slides, you can do everything, without ever leaving our platform.
Study is a Facebook program that pays participants to share info about how they use apps. This helps us build better products for the Facebook community.
While user research talent is growing, most customer research is still conducted by untrained product teams, or not at all. Qualia gives product teams the tools to conduct customer research, without prior experience.