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.
- 1. Enter a role brief (JD, must-haves, location).
- 2. Generate a LinkedIn-tuned Boolean query.
- 3. Extract candidates from people search pages.
- 4. Score each candidate with a structured rubric (1–10).
- 5. Review ranked results in the sidebar, export CSV.
Job form in the sidebar: title, skills, seniority, location, target and excluded companies.
AI-generated Boolean query tuned for LinkedIn operator limits.
Per-candidate fit scores (1–10) with dimension breakdown and short reasoning.
Candidates missing critical skills are capped and flagged.
Download results when you're done — ready for ATS/import.
The model derives page extraction patterns once and caches them locally for near-zero cost on subsequent pages.
Privacy and data
The extension reads LinkedIn search pages from your logged-in browser session. No LinkedIn credentials are stored. No candidate data, search history, or results leave your machine except 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 only sent to OpenAI's API endpoint.
Get started
Requirements: a LinkedIn account (free or Premium) logged in on linkedin.com, an OpenAI API key, and an Apify token (optional but recommended).