AI product research employee

Validate with a
synthetic swarm

Paste a product URL and Swarmie builds a thousand-person focus group of AI personas matched to your market, then runs the conversations so you get a launch brief before writing a line of code.

Scans your siteDrafts your ICPBuilds 1 000+ persona swarmRuns focus groups
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Research Agent

Scans your site, maps competitors, sizes the market, and drafts an ICP — in under 60 seconds.

Persona Swarm

Generates 8-16 canonical personas across demographic clusters, each with unique objections and goals.

Focus Groups & Debates

Run live conversations with your swarm. Personas argue, agree, and surface blind spots you missed.

Launch Brief

Get a prioritized action plan with evidence-backed recommendations, risks, and next experiments.