
Higher-quality respondents, finally verifiable, not just claimed.
Top Alternatives to Enlightn
Enlightn is a research recruitment engine, rebuilt around one shift: match first, activate only when the fit is strong. No more 60–70% termination rates. No more defending data you can't fully see behind.
We profile participants using open-ended, AI-assisted questions, translate your brief into a structured targeting spec, rank the pool for fit, and activate only strong matches through permissioned supplier systems. Every outcome is logged — so spend ties to outcome, per source.
Across the projects we've run so far, the data consistently points the same way:
↳ 2.1× good-to-bad quality ratio vs. benchmark supplier traffic on the same studies
↳ −43% lower disqualification rate vs. benchmark
↳ 61% of profiled panelists pass our AI-powered data cleaning layer
Same pipes your existing projects run through. Different logic on top.
Today, Enlightn is delivered as a founder-led service. Share your specs or screening questions, we run them through the engine and deliver matched respondents with a full activation log and pilot scorecard — incidence, disqualification, completion, drop-off. No procurement project, no integration, no form to learn.
The self-serve buyer interface — conversational brief, live fieldwork tracking, exportable scorecard — is opening later in 2026. Early clients are shaping what ships.
Built for insights managers, research directors, and fieldwork leads who care about who actually ends up in their studies.
Founded in Montreal by Adrien Vermeirsch, after five years across insights, innovation, and sampling operations — building the part of the supply chain he couldn't stop thinking about.
Solution deployment
Cloud, SaaS, Web-Based
Managed service
Explore market research solutions, industries, markets, and business issues covered by Enlightn