LinkedIn Sourcer

Agentic AI candidate sourcing and scoring on LinkedIn

LinkedIn Sourcer turns your existing LinkedIn account into an AI sourcing agent — no Recruiter licence required. Paste a job description, add your must-have skills and location, and the extension searches LinkedIn people results on your behalf. Each candidate is automatically scored against your JD using a structured rubric: technical fit, role scope, and seniority signals — not just keyword matching. Scored results appear in your sidebar as they arrive, ranked and ready to review. How it works The extension reads LinkedIn search pages directly from your logged-in browser session — no credentials are stored, no scraping service is involved. An AI model analyses the page structure once and derives extraction patterns that are cached locally. Subsequent pages use those cached patterns at near-zero cost. Candidate profiles are scored individually using your OpenAI API key, which you supply and control. What you get — Sidebar UI with job form: title, skills, seniority, location, target and excluded companies — AI-generated Boolean search query tuned for LinkedIn's operator limits — Per-candidate fit scores (1–10) with dimension breakdown and reasoning — Deal-breaker detection: candidates missing critical skills are capped and flagged — Export to CSV when you're done Privacy and data Your LinkedIn session is never accessed programmatically — the extension piggybacks on your normal logged-in browser tab. No candidate data, no search history, and no results leave your machine except for the profile text snippets sent to OpenAI for scoring (governed by your own API key and OpenAI's data policies). Your API key is stored in Chrome's local extension storage and is never transmitted anywhere other than OpenAI's API endpoint. Requirements — A LinkedIn account (free or Premium) logged in on linkedin.com — An OpenAI API key — Aplify token (optional, but recommended)