Side-by-side comparison of AI visibility scores, market position, and capabilities
User research repository and AI insights platform; raised $4M+; helps UX teams and PMs organize, tag, analyze, and share research findings as searchable institutional knowledge.
Aurelius is a user research repository and insights platform designed to help UX researchers, product designers, and product managers organize, tag, analyze, and share research findings across an organization, transforming scattered interview notes, survey results, and usability test data into a searchable institutional knowledge base that can inform product and design decisions. Founded in 2016 as a remote-first company, Aurelius has raised more than $4 million and serves product and research teams at technology companies that run continuous discovery programs and struggle to prevent research from being siloed in individual researchers' files or forgotten after a project concludes.\n\nAurelius's platform provides a structured workspace for uploading and organizing research artifacts — interview transcripts, notes, survey responses, and reports — tagging observations with themes and categories, and synthesizing tagged observations into insights and recommendations. The search capability allows any team member to retrieve relevant past research on a topic, reducing duplicate research and enabling evidence-based product decisions even when the original researcher has left the team. AI features assist with transcript analysis, automatic tagging suggestions, and insight generation from tagged observations.\n\nAurelius competes with Dovetail, EnjoyHQ, and Condens in the research repository and insights platform market. Its focus on insight synthesis — moving beyond storage to helping researchers generate and share actionable findings — differentiates it from simple file repositories, while its lightweight pricing and ease of setup make it accessible to smaller research teams that cannot justify enterprise research platforms. The company positions itself as the system of record for product research knowledge within organizations that take continuous discovery seriously.
Formbricks is an open-source survey and experience management platform for in-app, website, and email feedback collection, with self-hosting and a no-code survey builder.
Formbricks is an open-source experience management and survey platform that enables product and growth teams to collect targeted feedback from users across in-app, website, and email channels without relying on proprietary SaaS survey tools that restrict data ownership. The platform provides a no-code survey builder with a library of pre-built survey templates covering common feedback use cases — Net Promoter Score, product-market fit, onboarding satisfaction, and churn exit interviews — alongside custom question types including multiple choice, ratings, open text, and multi-step logic flows. Surveys can be triggered based on user events, segments, and behavioral conditions defined through Formbricks' targeting rules.
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