Step-by-step explanations of how AI agents, memory, and autonomous GTM systems actually operate.
11 posts
Five complete outbound sequence structures — one each for B2B SaaS, agencies, recruiting, professional services, and financial services. Each covers step count, cadence, angle per step, and the key personalisation hook per industry.
Subject lines determine whether your email gets opened. Short beats long. Specific beats generic. Question beats statement. Here are 30 subject line templates organised by angle and industry.
LinkedIn outreach that works in B2B follows different rules than email. Connection requests need to be under 300 characters and hyper-relevant. Follow-up messages should be short and warm. Here are templates for each stage.
Seven cold email templates that work in B2B — one for each common scenario: pain-led, outcome-led, case study, referral signal, job trigger, competitive displacement, and the break-up. With annotated examples.
Setting up B2B outbound from zero has five steps: define your ICP, build your messaging, set up your sending infrastructure, source your first prospect list, and run a test batch. Here's the complete process.
Measuring outbound effectiveness comes down to tracking five numbers: prospects added, open rate, reply rate, meetings booked, and pipeline created. Here's what each one tells you and what to fix when they're off.
A cold email sequence that gets replies has a sharp first touch, varied follow-up angles, the right cadence, and a clean break-up. Here's the step-by-step structure — and the mistakes that kill reply rates.
Building an ICP from scratch takes 30 minutes if you approach it correctly. Start with your best customers or your strongest hypothesis, then sharpen it with outbound data. Here's the exact process.
Coaching an AI agent works like coaching a new employee — except the agent never forgets. You write a plain-English instruction, it becomes a memory block, and it shapes every relevant future cycle automatically.
AI sales agents that improve over time do so through structured memory — not model retraining. Here's how coaching, signals, and patterns accumulate into a persistent knowledge layer that makes every cycle better than the last.
AI outbound prospecting is the automated process of finding, researching, and initiating contact with potential customers. Here's exactly how it works, step by step.