Persona pattern: senior AI leaders at mid-tier companies reply, junior ICs ghost
Cold outreach campaign for AI tooling startup, analyzing who actually replies
Reply rate on cold LinkedIn outreach (advice-ask framing, 15-min call) varies dramatically by persona — not by message quality. Senior+ AI leaders (Head of AI, Staff/Principal Eng, VP Eng) at credible mid-size companies (100-5000 emp, recognizable but not Stripe/Cursor-tier) reply at much higher rates than equally relevant junior/mid ICs at random startups. Hypothesis confirmed across this campaign: (1) seniors get more outbound so pattern-recognition for ask-vs-pitch is sharp, (2) accepting advice asks is a learned reflex from being on the receiving end of mentorship for years, (3) evaluating new tools IS their job — saying yes is research not favor, (4) mid-tier companies are less spammed than FAANG/household names. Specifically excluded household-name founders (Cursor, Anthropic exec) — too saturated. The sweet spot is the Head of AI at the 2000-person enterprise consultancy nobody pitches.
For cold outreach targeting AI tooling adopters, weight candidate sourcing toward Head of AI / Director of Engineering / Staff+ AI Engineers at credible 100-5000 employee scale-ups. Skip both ends: mega-celeb founders (saturated, ghosted by default) and junior ICs at unknown startups (no reply muscle). The middle is where reply rate lives.