In today's episode, I chat with Colin Chapman, GTM Engineer at Prospectr, about rebuilding a lean appointment-setting agency from South Africa into a full GTM engineering practice now operating out of Germany—helping founder-led companies and small sales teams with no formal sales process build a complete outbound motion from scratch, hand it back to them in 12 months, and let them run it themselves. 

We explore his turnaround of a junior SDR's email campaign that was sitting at 20% open rates with near-zero replies: by identifying over-reliance on AI-generated copy that lacked nuance and context, tightening the ICP from a broad spray approach to a highly specific target, and adding a human layer where the rep researched one real problem for that exact role—open rates jumped to 70% and reply rates hit 8%. Colin shares his philosophy that outreach is an interruption, and if you're going to interrupt someone's day you better have a genuinely good reason—which is why he prefers a list of 20-50 highly qualified names over a thousand vague ones, and why he sees regulations like GDPR not as obstacles but as the market demanding salespeople do their jobs responsibly. He breaks down the jobs-to-be-done framework as his go-to ICP shortcut: map your USP to the biggest problem in the prospect's daily job, and you have enough to start building. Colin shares his path from leaving school straight into sales, spending seven years manually recording every call outcome in Excel to beat his own personal biases with data, running a calling-first appointment setting firm in South Africa, pivoting to email during COVID, and now rebuilding with Clay and n8n workflows in Germany. His advice: understand the current landscape before anything else—the goal of outreach has fundamentally shifted from getting a meeting to earning the right to have one—and let data override your personal biases before they cost you months of subpar results. 

Enjoy 🙂

(00:00) Introduction to Outbound Wizards 
(00:20) What Prospectr Does: Building GTM Motions for Founder-Led and Small Sales Teams 
(02:08) First 30-60-90 Days: ICP, USP, Feedback Loop 
(03:33) Campaign Story: From 20% Open Rate to 70% by Adding Human Nuance Back In 
(05:19) Why Junior SDRs Over-Rely on AI and Miss Context 
(07:00) Colin's Philosophy: Interrupting Someone's Day Has to Be Worth It 
(08:24) GDPR as a Feature, Not a Bug: Regulation as a Professionalism Standard 
(09:47) Using Free LLMs for Deep Psychographic Segmentation Without Clay 
(12:32) Jobs-to-Be-Done Framework as the ICP Shortcut 
(14:13) Future Predictions: AI Solves the Bottleneck of Finding and Qualifying Prospects 
(16:03) Colin's Journey: Seven Years of Excel Call Logs to GTM Engineering in Germany 
(17:00) GTM as the Scientific Method: Hypotheses, A-B Testing, Message-Market Fit 
(19:00) Advice: Learn the Current Landscape First, Then Let Data Beat Your Biases

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