The data behind the method
Signal-sourced outreach isn't a theory. Here's the measured gap between blasting a list and writing to someone who just told LinkedIn they have the problem.
Contacts you burn per reply — shorter is better
2.3× fewer contacts burned per reply — same product, same sender, same inboxes; the only variable is starting from a live buying signal instead of a list. In the workshop you build the map that finds those signals for your market.
Sources: 1. Woodpecker — stats from 20M+ cold emails · 2. Getcleed — 2026 signal-triggered outreach benchmarks · 3. Backlinko — personalization lift data · reply rates, per-lead costs and the 411-contact campaign's contacts, replies and meetings are from our own Smartlead campaign logs, August 2026; every booked meeting is backed by a calendar invite or booking email.
Sixty minutes, engineered. You build — we narrate.
Not a lecture. You spend the middle half hour hands-on in AG2 Space, mapping your own market while real scored leads arrive.
The data — where the lift actually comes from.
You map your market live in AG2 Space and watch real scored leads arrive.
The launch plan + Q&A.
Measure your market's language
Paste one sentence about what you sell. The ICP Mapper probes ~40–80 search phrasings against live LinkedIn and hands you your buyers' actual words — measured, not guessed.
Watch real signals arrive, scored
Live on screen: signal leads landing with the post that surfaced them, a 1–10 fit score, and the reasoning written out. You'll know exactly who is worth writing to this week.
Leave with the 14-day launch plan
Your map keeps harvesting fresh buyers weekly. You leave with it running, plus the exact checklist from inbox warmup to your first guarded launch.
Built by the person who runs it in production
From the team that created AutoGen
AG2 (formerly AutoGen) is the open-source agent framework used by millions of developers, built by co-founders Qingyun Wu and Chi Wang, who taught the agentic-design course at Andrew Ng's DeepLearning.AI. AG2 Space runs on the same engineering, pointed at your team's everyday work.
The three things everyone asks
Can't attend live?
Register anyway. You get the recording, the follow-along guide, and your account still comes provisioned with Max + 10,000 credits — everything works from the replay.
Is this a sales pitch?
It's a build session. You spend the hour making your own ICP signal map, which is yours to keep either way. Nothing is sold during the workshop.
What do I need?
A laptop, one rough sentence about who you sell to, and Claude Code or Codex installed and signed in — AG2 Space runs on top of one of them. Never used either? Pick "help me set up" when you register and your confirmation email walks you through it (about 2 minutes).
Your buyers are posting right now.
60 minutes. Your own signal map. 10,000 credits to run it.
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