The Recruiting Brainfood Podcast Brainfood Live On Air - Ep371 - How AI is Reshaping Sourcing
Apr 2, 2026
Brian Fink, an independent recruiter who scales engineering and leadership hires, and Stephen Liu, founder and CEO of Pin and ex-Interseller founder, discuss AI-powered sourcing. They cover AI-first search, shadow resumes, score-based candidate acceptance, hyper-personalized outreach and pipeline/ATS sync. Short demos and real-user benefits show speed, scalability and how sourcers shift to higher-value engagement.
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Episode notes
AI Turns Sourcing Into A Quality First Sport
- AI shifts sourcing from quantity to quality by surfacing the top fits so sourcers spend time engaging a small set of candidates.
- Stephen Liu says PIN aims for ~70% acceptance on suggested candidates by rewriting profiles into searchable shadow resumes.
Spend Sourcing Time On High Touch Engagement
- Do concentrate saved sourcing time on high-touch engagement for the top candidates rather than mass outreach.
- Stephen recommends acting like a sports agent: find the 10 best fits and spend attention making them feel important.
Shadow Resumes Solve Keyword Mismatch
- Keyword search fails because titles and keywords mean different things across companies; PIN builds a search layer over rewritten profiles.
- Stephen explains PIN creates a 20-word "shadow resume" for every person so recruiters search intent maps directly to candidate signal.