Versive

Market position

Positioned as an all-in-one AI research platform combining qualitative and quantitative methods, competing with traditional survey and forms tools and with research operations platforms; Y Combinator categorizes it under SaaS, B2B, design tools, market research, and artificial intelligence. In its launch post the company criticized incumbent survey vendors for clunky builders and opaque enterprise-only pricing.

Versive emphasizes combining AI-moderated interviews, quantitative and qualitative survey questions, and usability testing in one study, and the option to test with real users, AI synthetic personas, or both. Other stated differentiators are agent-driven study creation and analysis, multilingual AI moderation with adaptive follow-up probing, multiple recruiting channels including embedded in-product studies, and enterprise security posture (SOC 2 Type II, GDPR, no model training on customer data).

Technology

AI agents underpin study creation from documents, prototypes, or prompts; an AI moderator that probes and transcribes in dozens of languages; synthetic personas that respond to concepts in place of human participants; and analysis agents producing citation-backed summaries, themes, and recommendations from transcripts. Supporting components include a survey engine with branching logic and 20+ question types, card sort and tree test tooling, Figma and website task testing, conjoint analysis, an embeddable SDK, and an MCP server for agent access.

Go-to-market

Self-serve signup with a free tier and free trial, plus demo requests and direct contact for larger teams; the company says it works with research, design, product, and customer experience teams and "leading brands." Distribution also includes an MCP server so studies can be launched and analyzed from AI agents, an SDK for in-product studies, and LinkedIn and blog-based product communications.

Research, product, design, brand and marketing, and customer experience teams at companies, plus research and design agencies; use cases include user research, concept and prototype validation, messaging and brand testing, usability testing, and large-sample market research, across B2C and B2B audiences.

Geography

Headquartered in San Francisco per Y Combinator's company listing; co-founder Eric Li has described living in Brooklyn, New York. The platform supports interviews and transcription in dozens of languages and serves customers worldwide, and its merchandise store prices in multiple currencies.

History

Versive was founded in 2022 and participated in Y Combinator's Winter 2023 batch, with Aaron Epstein as primary partner. It publicly introduced itself in December 2023 as an AI-first survey platform, with its first tools in private beta. The product subsequently broadened from adaptive AI surveys to AI-moderated interviews, then to AI synthesis of human-moderated interview recordings, and later to a combined platform spanning surveys, interviews, usability and concept testing, and synthetic personas. Product updates published in August 2026 include an interviewer memory feature and an MCP server.

Risks & controversies

A separate machine-learning company also named Versive (formerly Context Relevant, Seattle, acquired by eSentire in 2018) shares the name, creating potential brand ambiguity. As a three-person company, Versive depends on a small team, and its use of synthetic personas and AI moderation places it in an area where data privacy and research-validity expectations are handled through stated SOC 2 Type II certification, GDPR compliance, and a no-model-training commitment.