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SOURCING SAMPLE · LEGAL · WEIL
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Real Production Run · Saria Belmont Partnership · April 2026

One law firm site. 606 lawyers. 604 emails. 89% LinkedIn hit.

This is the live output from the SourcingOS engine, run against a single AmLaw 100 firm directory. Built for Nadeem Sheikh and Irfan Lohiya at Saria Belmont as the MVP that started the partnership conversation. End-to-end in under one hour.

Step 1 · The source

weil.com/people · the directory we scraped.

Weil Gotshal & Manges is a top US M&A firm. Their public directory at weil.com/people lists every lawyer, their office, practice area, bio, deals, education, and awards. Apify scraped the full sitemap. Claude parsed every profile.

1,291
Total lawyers
606
SF + NY filtered
89%
LinkedIn URL hit rate
604
Verified work emails
Time to delivery: Scrape complete in 28 minutes. LinkedIn enrichment via Apify Google Search in 22 minutes. Full CSV in Drive within 90 minutes of kickoff. Same engine repurposable to any AmLaw / MagicCircle firm — just change the URL.
Step 2 · 10 sample lawyers

What the row-level output looks like.

10 of the 606. Each lawyer enriched with practice area, office, LinkedIn, work email, and a deal summary that becomes the personalisation hook in the outreach.

LawyerTitle / PracticeOfficeEmailDeal hook
Jonathan H.Partner · M&A / Private EquityNYLead counsel on the Carlyle / Worldpay tech-PE crossover deal, Q1 2026
Sarah K.Counsel · M&A / Cross-borderSFSpoke on cross-border carve-outs panel, M&A Tax Conference 2026
Daniel R.Associate (8th yr) · M&ANYRecent secondary financings work with Apollo Global Management portfolio
Priya M.Senior Associate · Tech M&ANYRecent EU regulatory comms work, US-EU tech deals 2025-2026
Marcus T.Partner · Private EquityNYLead on KKR's $4.2B platform acquisition, announced Feb 2026
Elena V.Counsel · M&A / TechSFCounsel on three SPAC transactions in the AI / fintech space, 2025
Ravi S.Senior Associate · M&ANYCo-author of Weil's M&A Year in Review, 2025 edition
Anna L.Partner · Restructuring + M&ANYLead counsel on a $1.8B Chapter 11 reorganisation, 2025
Tom C.Counsel · Private EquitySFRecent panel speaker on PE secondaries, AVCJ Asia Forum 2026
Olivia W.Associate · M&A / TechSFWorked on multiple PE-backed AI infrastructure platform deals
Last names obfuscated for this public sample. Real production CSV delivered to Saria Belmont contains full names, verified emails, and direct LinkedIn URLs for all 606 SF + NY lawyers.
Step 3 · Three sample emails

The deal becomes the hook.

Each email opens by referencing the specific deal Claude extracted from the firm news pages. No "I came across your impressive profile." Real specifics, every time.

Step 4 · Repeat for any firm

Same engine. Different URL. Same hour.

The Weil run is the proof. Skadden, Sullivan & Cromwell, Latham, Kirkland, Cleary, Davis Polk, Wachtell — the same engine, same selectors, same hour to a clean 500-1500 lawyer dataset. Per-client pricing scales with volume, not with rebuild work.

Want this for your niche?

The SourcingOS engine maps to any directory-based talent pool — law firms, consultancies, design agencies, hospital systems, any structured roster of professionals. Inside RecruiterGTM, Daniyal configures it for your specific firm-list in a 60-min call. Free for This Is Your Year Summit attendees.

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