Guide · 6 min read

AI warm outbound: the 20% reply-rate ceiling

Warm outbound converts 5-8x higher than cold. It used to be founder-only because it doesn't scale. AI scales it.

Three warm sources

Alumni — same company, school, or previous role;;Second-degree LinkedIn — one warm intro away;;Existing customer champions who moved companies

Surface these matches per target account, draft the intro request to the mutual contact, and route the warm intro when it lands.

Never over-ask any single mutual contact. Cap at one intro request per quarter per person, always.

Six named AI agents. One revenue engine. Talk to the founders — literally.