Job Compass – AI agents that help you find jobs, not replace you
My friend and I got tired of job hunting (347 applications, 4 responses) so we built AI agents to help job seekers instead of replacing them. The problem: 73% of applications never reach humans, 250+ people apply to each job, but 85% of positions are filled through networking. Our solution: AI agents that find hiring managers for any LinkedIn job, analyze your profile fit, and generate personalized outreach messages. Instead of competing with hundreds in the application pile, you reach decision-makers directly. Technical bits: LangChain + OpenAI for job parsing, Next.js + Supabase, custom…
In plain words
Job Compass is an AI tool that helps job seekers bypass crowded application pools by identifying hiring managers and generating personalized outreach messages for LinkedIn job postings. It analyzes a user's profile against job requirements and provides contact information for decision-makers, enabling direct networking instead of competing with hundreds of applicants. The tool uses AI to parse jobs and discover contacts across company structures, addressing the gap where most positions are filled through networking rather than formal applications.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
My friend and I got tired of job hunting (347 applications, 4 responses) so we built AI agents to help job seekers instead of replacing them. The problem: 73% of applications never reach humans, 250+ people apply to each job, but 85% of positions are filled through networking. Our solution: AI agents that find hiring managers for any LinkedIn job, analyze your profile fit, and generate personalized outreach messages. Instead of competing with hundreds in the application pile, you reach decision-makers directly. Technical bits: LangChain + OpenAI for job parsing, Next.js + Supabase, custom contact discovery algorithms that work across different company structures. Results: Users getting 70% more response rates vs regular applications. In a world where AI is automating jobs away, we wanted to build something that helps people actually get jobs.
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