MxS
Connection Finder
Ongoing

Connection Finder

Tools AI Recruiting

Referral hiring is the best channel. Everyone knows this. But when you ask a colleague for referrals, you get two or three names - the people cached in their head at that moment. Not the 500 people actually in their network.

I wanted to interrogate the whole network, not just the subset someone happens to remember.

What it does

Connection Finder lets you scan pools of contacts against a job description. Upload a LinkedIn GDPR export or other contact sources, define the role you’re hiring for, and let AI surface potential fits you’d never have thought to ask about.

The workflow:

  1. Import - Upload your contact pool
  2. AI Scan - Automated assessment against the job profile
  3. Comments - Add your own insights on suggested candidates
  4. AI Reevaluation - Refine based on your feedback
  5. Questions - Answer clarifying prompts
  6. Final Recommendations - Get a prioritized shortlist

The point isn’t to replace human judgment. It’s to make sure good candidates don’t get missed because they weren’t top-of-mind when someone glanced at their contacts for 30 seconds.

Built with

Florian Aldehoff-Zeidler

Status

Currently in alpha testing. If you’d like early access, reach out to connectionfinder@mxschons.com.

connectionfinder.org