Data as of Sep 26, 2026 · Based on 4,029,442 AI responses across 13,338 prompts · See how Parse measures this
Outlier is a platform that enlists subject-matter experts—such as academics, PhDs, language and coding specialists—to train AI models by writing challenging prompts, creating grading rubrics, and evaluating model answers to improve accuracy. Experts work remotely from anywhere, earn a flexible side income with weekly pay and competitive rewards, and no prior AI experience is required to join. The service builds a large, global community of experts gaining hands-on AI experience through prompt engineering and AI training projects.
The market map · 5 of 91 labelled
RLHF Data Collection & Training Platforms →Excerpts where Outlier appeared in the AI's answer
Outlier AI (by Remotasks) supplies on-demand, scaled human workforces tailored specifically for RLHF, preference ranking, and conversational AI safety training.
Excerpts where Outlier appeared in the AI's answer
Outlier: A robust, modern platform featuring scanning tools geared toward identifying sharp lines and maximizing promotional conversion.