Executive Summary

Founders often spend time on tasks that drain them and slow growth. Combine psychometrics, behavioral signals, and recorded work samples to map entrepreneurial flow, recommend roles to own, and match partners or hires to close gaps. Founders report time misallocation and partner mismatch as common, high-impact pain, creating demand for decision support (source: OP). Several concrete shifts make this viable now: 1) widespread remote hiring and digital collaboration produce rich behavioral signals in tools like GitHub, Notion, Jira, and video interview platforms that can be sampled for task-level performance; 2) accelerators and VCs increasingly run standardized assessments and trial projects, providing curated outcome labels that can seed models; 3) short work-sample platforms and asynchronous video interviewing have matured, enabling low-friction, high-fidelity samples of startup-relevant skills. These forces together let a product tie psychometrics to observable task performance and early-stage success, not just self-report data. Combine validated psychometric profiles with passive behavioral signals and short work-sample tasks to create an entrepreneurial flow map tied to real startup outcomes. The product uses role-level success heuristics from early-stage cohorts and accelerator portfolios to recommend role ownership and ranked partner/hire matches. By linking assessments to observable work samples and short trial tasks, the system reduces hiring risk versus psychometrics-only tools and avoids generic matchmaking by surfacing who actually performs on startup-specific tasks.

Market Opportunity

Founders misallocate time - psychometrics plus work-sample matching targets a $5.0B = 10M early-stage startups x $500 ACV. Buyer count: 10M early-stage startups and micro-SMBs globally who would consider a low-cost annual team assessment. ACV logic: $500 annual subscription per company for core mapping and 3 matches. total addressable market with low saturation and a year-over-year growth rate of 18% (HR tech and assessment segment growth driven by remote hiring and skills-based hiring).

Key trends driving demand: Remote hiring expansion -- increases reliance on digital signals and need for assessment tools for distributed teams.; Skills-first hiring -- buyers prefer work samples and task-based evaluation over resumes, favoring work-sample integrated products.; Accelerator and VC operationalization -- more portfolio companies use tooling for founder support, creating distribution channels.; Rise of asynchronous interviewing and task platforms -- reduces friction for collecting work samples at scale..

Key competitors include Pymetrics, Harver, TestGorilla, CoFoundersLab.

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Founders misallocate time - psychometrics plus work-sample matching

Executive Summary

Market Validation

Market Opportunity

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