Problem
Learners showed intent, but the funnel did not yet convert that intent into predictable paid enrollment at scale.
Evidence Artifact
Representative artifact showing how the growth problem was translated into product decisions, funnel hypotheses, and measurable outcomes.
Context
The Job Guarantee motion had strong learner interest, but the product journey needed clearer proof, better conversion moments, and stronger referral loops before acquisition could scale efficiently.
This representative PRD frames the growth problem as a product-system challenge: improve trust, qualification, and conversion quality before increasing channel spend.
The artifact is reconstructed to show product thinking while omitting confidential implementation details, internal names, and source materials.
Artifact Preview
Learners showed intent, but the funnel did not yet convert that intent into predictable paid enrollment at scale.
Career-oriented learners evaluating whether a paid program could credibly help them reach a better job outcome.
Sharper proof points, reduced decision friction, and referral loops would increase confidence and improve qualified conversion.
Revenue movement, qualified conversion, referral contribution, and evidence that growth quality improved before broader acquisition scaling.
Key Decisions
Treat the revenue goal as a product-system problem rather than only a marketing acquisition problem.
Prioritize funnel clarity, proof points, and referral loops before expanding paid acquisition.
Use decision criteria that balanced customer trust, business impact, speed to value, and long-term growth scalability.
Measure the work through monetization and conversion quality rather than feature shipment alone.
Disclaimer
This is a representative artifact reconstructed from real product work while respecting confidentiality.