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Perfectly

The AI-native Recruiting OS

Perfectly is the first AI-native Recruiting OS. Since starting YC, we’re already helping top startups like Giga, Corgi, LlamaIndex, Porter, and dozens more hire faster. We’re seeing: -> 4× faster hiring -> 10× candidate volume -> 2× higher interview pass rates Behind the scenes, it’s even more impressive: -> 20x higher recruiting efficiency: from 20 hours to 1 hour -> 250% higher candidate interview retention We automate the entire recruiting function: sourcing, outreach, screening, and qualification. Interview ready candidates just show up in Slack. We recently launched our recruiting agent Paul that provides each candidate white glove treatment so they're closed even before your offer call Hiring should work like a recommendation system. Learn more now at perfectly.so
Active Founders
Victor Luo
Victor Luo
Founder
I help startups hire 11x engineers 2x founder | ex-ML Scientist at TikTok
Zhuang (Gary) Luo
Zhuang (Gary) Luo
Founder
Building an AI-native recruiting platform ex-MLE at Meta and TikTok
Huimin Xie
Huimin Xie
Co-Founder
Building the future of human careers ex-Tech lead & Senior MLE at TikTok
Company Launches
Parker by Perfectly: Your AI career super-connector
See original launch post

Hi, all,

We’re Victor, Gary and Huimin - we’re building Perfectly 👋

TL;DR

Parker is your AI career super-connector that pulls strings to actually get you in front of your dream company.

Try Parker for free now: https://candidate.perfectly.so/

70-80% of tech jobs are filled through referrals before they ever hit a job board. If you aren't talking to the right people, the best opportunities will never find you.

https://www.youtube.com/watch?v=S8kbBnTUYr0

The problem

You can be a top-tier candidate, but if you aren't in the right room, your value goes unnoticed.

The vast majority of jobs are filled via backchannels and warm intros. Relying on job boards means you're already too late.

What Parker does

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Parker is your AI career super-connector on iMessage and WhatsApp that actually gets you, knows everyone in tech, and connects you to the roles you deserve.

  1. It knows the right people—and connects you with them: Parker understands the market and maps out exactly who you should connect with. Then, Parker drafts highly personalized outreach messages that actually sound like you, getting you in the door.
  2. It gets you in front of hiring managers: Companies come to us to hire directly—meaning the opportunities start coming to you. No more applying into the void.

How it works

  1. Share your background: Drop your LinkedIn, resume and basic info. Parker does its homework.
  2. Chat naturally: Text Parker on iMessage/WhatsApp. It learns what you want through conversation, not rigid forms.

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  1. Make the connection: Get real intel, warm connections, and outreach drafts for the companies you care about.

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  1. Get discovered: Join Perfectly's network and let the teams that need your exact skills apply to you.

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Why we built this

We originally started on the hiring manager side (Meet Paul: https://hm.perfectly.so/) to help companies hire. But we kept seeing the same heartbreaking pattern: brilliant candidates stuck in the wrong roles simply because no one helped them find the place they truly belong.

So we built Parker. Because your value shouldn't be a secret.

Try Parker for free now: https://candidate.perfectly.so/

Text Parker. Don't be surprised when it knows things about yourself that you don't.

Previous Launches
We fill roles in days. Let Perfectly send you 10x the candidates and double your interview pass through rate
Perfectly
Founded:2025
Batch:Winter 2026
Team Size:3
Status:
Active
Location:San Francisco
Primary Partner:Tyler Bosmeny