Have you ever tried asking LinkedIn...

"who in my network has connections at Anthropic?"
"I have a query in voice AI stack, who is the best person to reach out to?"
"I need a warm intro to someone at operations in Glean to pitch our product"
"looking for a founder class person who has done startups, <30 and can help with our GTM"
"Flipkart colleagues who might be open to a move — backend, 5+ years, strong async experience"

You can't. LinkedOut can.

Features

Search like you think

LinkedIn search can't handle "hustlers who joined when the company was still at Seed or Series A."

LinkedOut understands compound queries in plain English.

Know who you actually know

Someone's in your phone contacts, you've texted them, worked with them. But LinkedIn ranks them the same as someone you've never met.

Affinity scoring surfaces who you really know.

Find the warm path

"Who can introduce me to the VP of Eng at Anthropic?"

Ranked intro paths with AI reasoning for why each bridge person works.

It's live. Want to try it?

Open beta — I'd love your feedback.

You're in. We'll be in touch.

Totally optional:

Recruiter Founder Sales / BD Investor / VC Just curious

Thanks, that's really helpful.

Open source. 30 minutes to set up. Your data never leaves.

Get started in 30 minutes

Works with Claude Code, Codex, or Copilot.

1

Clone and run the setup script

git clone https://github.com/sridherj/linkedout-oss.git
cd linkedout-oss
./setup
2

Open Claude Code and say:

"set up LinkedOut"
3

Try demo mode with 2,000 sample profiles — no API keys needed

Requires Python 3.12+, PostgreSQL 18+, pgvector · Full docs on GitHub