Under the hood: our cold-outreach system
Say "cold outreach" & most people picture a mass email blast. Ours doesn't send a single cold email. It finds a real person's real public post about a real problem, & replies to it — on X, Reddit, Instagram, wherever they already said something worth responding to. A LinkedIn version sends a connection request instead of a reply, since that's how that platform actually works.
Finding what to search for starts with a trick that's almost too simple: it queries the same public autocomplete endpoint a browser's own address bar uses, to see what people are actually typing when they're close to the problem you solve. No keyword guessing, no model hallucinating search terms — real, current, what-people-type data, filtered hard against false matches from unrelated words that happen to share a stem.
Every lead, whether it was found automatically or pasted in by hand, runs through the same two-step pipeline: one pass to qualify it against what a specific outreach agent is actually looking for, one pass to draft a reply in that agent's own voice. Nothing goes out without a human able to review it first.
A fair amount of the real engineering goes into just staying believably human — the kind of session consistency a real person has without thinking about it. We're not going to lay out exactly how that works here; the mechanics of staying undetected are the one part of this system that's worth less the moment they're public.
It's a real, running system, not a demo: live accounts, live sessions, a free plan to start with no card, & a $9/month plan for unlimited leads & drafts once you need more than the free tier gives you. See it at sealoutreach.com.