Project Overview

Product Name: PlacementOS

Category: CareerTech / AI Product

Target Users: College students applying for internships and entry-level jobs

Current Stage: Product Discovery

Project Goal: Build a decision-support product that helps students managing multiple job opportunities decide which opportunity deserves attention, identify high-leverage skill gaps, and allocate their limited preparation time to the most valuable next action.

Core User Journey: Add Profile → Add Multiple Opportunities → Understand Requirements → Compare Opportunities → Identify High-Leverage Gaps → Prioritize → Allocate Preparation Time → Take Next Action → Update Progress

1. Product Hypothesis

Problem Hypothesis

College students already discover internships and jobs through LinkedIn, placement portals, company websites, referrals and other platforms. The more interesting problem may arise after discovery. Students managing multiple applications, assessments and interviews have limited preparation time and may struggle to decide which opportunity, skill or task deserves attention first.

They may need to decide:

which opportunity requires immediate attention which JD requirements are actually critical which skill gaps recur across several target roles whether to apply immediately or prepare first how much preparation effort each opportunity deserves how to divide limited preparation time across competing opportunities

Because of this, students may spend time on low-value preparation while more urgent or higher-leverage actions receive less attention.

Target User Hypothesis

PlacementOS will initially focus on 3rd and 4th-year college students who are actively managing multiple internship or entry-level job opportunities, assessments or interviews and have limited preparation time.

Solution Hypothesis

We believe that if students can view their active opportunities together and understand their current fit, deadlines, application stages, critical gaps, preparation effort and cross-job skill overlap, they may be able to allocate their limited preparation time more effectively and decide what to do next.

Profile + Multiple Opportunities → Understand Requirements → Match Evidence → Identify Recurring Gaps → Compare Opportunities → Prioritize → Allocate Preparation Time → Take Next Action

Key Assumptions to Validate