1

The Crisis

James Park had built a boutique recruiting firm specializing in hard-to-fill engineering roles. His clients paid premium fees because he delivered when others couldn't. But the market had shifted. Top engineers were bombarded with LinkedIn messages. Response rates were plummeting. And his clients were getting impatient.

The Recruiting Nightmare

  • LinkedIn InMail response rates dropped to 3%—worse than cold calling
  • Engineers were using AI to auto-decline recruiter messages
  • Generic "I have a great opportunity" emails went straight to trash
  • Researching each candidate took 20-30 minutes for quality outreach
  • Stiff competition from well-funded recruiting agencies with huge teams
  • Clients threatening to pull contracts if fill rates didn't improve

I was losing my edge. For years, my superpower was personalized outreach—I actually read people's GitHub repos, blog posts, conference talks. But with 15 open roles, I couldn't maintain that quality. I was either fast or good, never both. My clients don't care about excuses—they care about results.

— James Park, on the breaking point

2

The Transformation

James discovered Suplex through a recruiting tech newsletter. The promise of AI doing deep research on candidates while keeping data local was exactly what he needed. He was particularly concerned about candidate data privacy—his reputation depended on it.

The Suplex Recruiting System

  • Multi-Source Intelligence: Suplex analyzed GitHub activity, blog posts, Stack Overflow answers, conference talks, and social signals
  • Career Moment Detection: AI identified candidates at transition points—recent promotions, project completions, company changes
  • Technical Hook Creation: Every email referenced specific technical achievements or interests of the candidate
  • Local Data Vault: 12,000+ candidate profiles stored securely on his machine—his proprietary database
  • Quality-First Scale: Started with 50 personalized emails/day, scaled to 300 as results proved the model

The 60-Day Sprint

Days 1-14
Foundation & First Breakthrough
Uploaded existing candidate database, trained AI on his voice. First campaign targeting Go engineers: 28% reply rate. Filled first role on day 12.
Days 15-35
Refinement & Scale
Analyzed which personalization angles worked best. Optimized for technical vs. career-focused hooks. Scaled to 200 emails/day. Filled 6 more roles.
Days 36-60
Full System
Operating at full capacity. Pipeline full of engaged candidates. Clients amazed at speed of placements. Filled remaining 8 roles including 3 VP-level positions.

Email that got a response in 2 hours, led to placement in 3 weeks—44% reply rate on this campaign

3

The Results

Sixty days transformed James's business from struggling to thriving. The numbers told a story his clients couldn't ignore:

Before: 3%
31%
LinkedIn/Email Reply Rate
Before: 1-2
15
Roles Filled (60 days)
Before: 30 min
3 min
Time Per Personalized Outreach
Before: $45K
$380K
Revenue (60 days)
Before: Generic database
12,400 Enriched Profiles
Deep candidate intelligence stored locally—technical interests, career patterns, engagement history

The candidates actually thank me for reaching out. One senior engineer said my email was the only recruiter message he'd responded to in two years because I clearly understood his work. Suplex finds the human connection points at scale—I couldn't do this manually if I worked 24 hours a day.

— James Park, on candidate experience

I went from worrying about losing clients to turning down new business. The ROI is almost embarrassing—Suplex costs less than one placement fee, and I've made 15 placements in two months. But the real value is my sanity. I'm not burning out researching candidates until 2 AM anymore. The AI does the heavy lifting, I do the relationship building. It's the perfect partnership.

— James Park, Founder, Peak Talent Partners
Generated $380K revenue in 60 days with Suplex

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