PUBLISHED: APR 20, 2026INDEXED: APR 20, 2026, 3:03 PM

I Just Built A Full Fleet of Revenue Agents Inside My Computer (Full Breakdown)

Quotes & Clips

5 clips
Leveling Up with Eric Siu
Apr 20

AI agents replace traditional sales and marketing roles

β€œThis is an agent that helps us on sales across the board. It will actually create all the cold email sequences, it'll come up with all the leads, it'll scrub the leads, it'll de-duplicate the leads as well, and it will send it on a sequence, and it constantly iterates over time. It will constantly self-improve. And so this agent we have, that's in our stack, we have a stack called Single Brain, which is all of our revenue agents.”

β€” Eric Siu
Leveling Up with Eric Siu
Apr 20

Content repurposing agents drive massive organic views

β€œNot only that, it generated, we're talking about a lead from a multi-billion dollar company, actually two multi-billion dollar companies, is interesting, right? Because you're not just talking about generating views, you're actually talking about generating pipeline, and the agent is helping you do that. I'm not saying you should just let your agent YOLO and do whatever it wants all the time, but you should let it get you to the point where a human needs a review, and then you're okay to publish it.”

β€” Eric Siu
Leveling Up with Eric Siu
Apr 20

Train agents with persistent memory and correction files

β€œThe most important thing is when you're setting up these agents, you want to set its own soul.md, so give it a personality, talk about what you like, what you don't like. Memory.md, so for persistence, obviously you want it to remember things as well. And lessons.md, too, you don't want self-correction after mistakes, right? So you don't want it to just, you make a mistake and you keep making the same mistakes over and over.”

β€” Eric Siu
Leveling Up with Eric Siu
Apr 20

AI compresses multi-week tasks into single days

β€œInstead of having four humans that has, maybe a task might take you three weeks or so, like a cold email campaign might take you two, three weeks. Maybe it's three people helping you. Now you have one human that can probably do it in a day or two, right? And that's being generous. Probably takes a day. You maybe need to have some reviews done, but then you're often sending the emails the next day. Just the human timelines don't work anymore.”

β€” Eric Siu
Leveling Up with Eric Siu
Apr 20

Automated cron jobs enable a 24/7 company model

β€œYou have cron jobs that are firing at 2 a.m., which is what we have, that will ingest all of my content from my podcast, my YouTube channels. We have Cold Outbound launching on Saturday, sending thousands of emails before Monday, right? You can do that. We have Deal Resurrection crons that will find the right time to reach out to people that maybe we lost the deal 60 days plus in the last couple years or so.”

β€” Eric Siu

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Episode Description

πŸ‘‰ Growth Newsletter for top marketers: https://levelingup.beehiiv.com/subscribe I have 12 AI agents running inside my company right now. They handle sales, content, SEO, and recruiting without my team touching it. One of them even saved me $500K the first time I used it. In this video, I break down the exact playbook my company is using to win with AI, including: ⬛ Singlebrain: revenue agents that run cold email end-to-end, from lead scrubbing to sequences ⬛ Flash: a content repurposing agent that drove 348K views and real pipeline from multi-billion dollar companies ⬛ Oracle: an SEO agent that collaborates with the team inside Slack on workflows ⬛ How to train agents with soul.md, memory.md, and lessons.md for persistence and self-correction ⬛ The 24/7 company: cron jobs firing at 2 a.m. for content ingestion, outbound, and deal resurrection The gap between businesses that get this and the ones still experimenting is opening fast. If you're a founder, leader, or operator who still thinks of AI as a side project, this will change how you think about what's possible inside your company right now. Chapter (00:00) The AI Playbook Winners Use (00:29) Agents That Replaced Real Roles (01:07) Singlebrain Revenue Agents (01:44) Flash: Content Repurposing Agent (02:56) Oracle SEO Agent (03:30) How To Train Your Agents (04:25) Free Open Source AI Skills (04:47) The Real Margin Play (06:00) Building The 24/7 Company (07:02) Intelligence vs Judgment (08:10) Where AI Infrastructure Is Going (09:30) Final Thoughts How to Connect IG: / ericosiu X: / ericosiu πŸ‘‰ Get 25k Words of AI-Powered SEO Content: https://clickflow.com/ πŸ‘‰ Growth Newsletter for top marketers: https://levelingup.beehiiv.com/subscribe πŸ‘‰ Single Grain - Ad Agency focused on innovation https://www.singlegrain.com

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