Your next hire is already in your network
Happenstance is an AI search engine for the network your whole company actually has. Describe the role and find candidates with a warm path to each one.
Strongest first: product designers from top consumer companies in your network.
| Person | Mutuals |
|---|---|
JM Jack Maxwell Staff Product Designer at Airbnb | |
PT Parvaneh Toghiani Principal Product Designer at Uber | |
EC Eric Cipra Senior Product Designer at Spotify |
Mostly further out, but each with a real tie in:
| Person | Mutuals |
|---|---|
MC Michie Cao Staff Product Designer at Stripe | |
DM Daniela Muntyan Product Designer at Figma | |
JM Jonathan Manalus Staff Product Designer at Stripe |
Pavlos Moros is your warmest path to Michie. Ready to send:
Pavlos, I'm hiring a senior product designer, and Michie Cao's work at Stripe is exactly the bar I'm aiming for. An intro from you gets me a real conversation instead of a cold DM she'd ignore. Can you connect us? I'll send a short note on the role you can forward.
Loved by 500,000+ users and teams at
How recruiting teams use Happenstance
Referrals make the best hires. Here's what recruiting teams use Happenstance for day to day.
Source from the network you already have
Describe the role in plain English. Happenstance searches everyone your company knows and shows all of the warm paths to them.
Paste a job posting, skip the busywork
Paste the job post URL and Happenstance turns it into a search automatically, no query building required.
Run it as a periodic search
Turn any search into a weekly check, so new candidates show up automatically as they open up.
Get the real read on a candidate
Every candidate shows which teammate knows them best. Skip "can you intro me" and ask what actually matters: was this person great to work with?
Pavlos, Michie Cao seems like a strong candidate. Was she great to work with at Stripe?
Turn the whole company into a referral engine
The engineers know the engineers. Pool everyone's networks in one group and every sourcing search draws on the whole company, not just the recruiting team.
And everything else recruiting teams search for
Works with your recruiting stack's AI tools
Point Claude, ChatGPT, or your own agents at a job posting and let Happenstance find the candidates.
{
"mcpServers": {
"happenstance": {
"type": "http",
"url": "https://happenstance.ai/mcp"
}
}
}Your network is bigger than you think
Connect your accounts, add friends, join groups. Every signal of who knows who becomes one searchable map.
1.Connect your accounts
Gmail, Calendar, LinkedIn, Twitter, and more.
Your whole company, one talent pool
Create a group for your company. Every employee's connections pool into one network your team can source from, and whoever actually knows the candidate makes the referral.
100% free, forever
What Happenstance users say
“As a recruiter, thank you. [Happenstance] is better than the Swiss Army knife of OSINT tools we rely on.”

Private and secure
You control what you share. Your public profile shows a constellation of named people you know by default, which you can turn off anytime, and your data is never used to train AI models.
Frequently asked questions
Still have questions? Get in touch
Make your own luck
Your next hire is one referral away. Join 500,000+ professionals already searching their whole network.




