← Work We've Delivered
Illustrative scenario — based on real tool capabilities and typical project outcomes
Recruiting

An independent recruiter — Minneapolis, MN

Automating outreach and sourcing for an independent recruiter

A 6% reply rate. Three hours a day on sourcing and notes. The tools were there — the workflow wasn’t.

What Was Being Lost

An independent recruiter in Minneapolis ran a tech recruiting practice, placing mid-level engineers and PMs. Their biggest problem: outreach at scale felt impersonal, and impersonal outreach didn’t convert. They were averaging a 6% reply rate on cold LinkedIn messages and spending 3+ hours a day on sourcing, screening notes, and candidate prep. They needed to work smarter without compromising the quality that made their boutique.

How It Was Built

Claude Pro ↗Personalized outreach

Pulls 5 data points from a candidate’s LinkedIn (recent role, projects, location, interests, tenure) and writes a message that reads like they researched them specifically. Reply rate went from 6% to 19%.

ChatGPT ↗Interview prep & candidate briefs

Takes a job description and a candidate’s resume and produces a tailored prep brief — likely questions, red flags to address, and talking points — in 6 minutes. Used to take 45.

Make + Notion ↗Pipeline tracking & follow-ups

Automated follow-up sequences based on candidate stage. No one falls through the cracks. Their ghost rate dropped from 30% to 11%.

What Got Done

Placements: up 40% in 3 months
Outreach reply rate: 6% → 19%
Candidate ghost rate: 30% → 11%
Sourcing + admin time: down 2.5 hrs/day

Timeline

Reply rate improvement visible within 2 weeks.

Total Monthly Cost

$55/mo

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