Michael Merlino / Merlino AI
Most agency founders sell AI and deliver offshore labor. Michael Merlino builds, deploys, and documents every system himself — then writes about the real decisions, real failures, and real revenue behind them. If you want unfiltered insight from someone inside the machine, this is where it lives.
“Trusted by operators and founders building AI-native businesses — client names withheld under NDA.”
Running a coordinated fleet of specialized AI agents sounds futuristic until you have to actually build and manage one. Here is what the architecture looks like at Merlino AI today — the roles, the handoffs, and where it breaks.
Most GHL pipelines are a mess of automation triggers and half-configured workflows. Here is the architecture we actually use — and why the simple version outperforms the complex one.
A 90-day local SEO engagement, what we promised, what we built, what moved, and what we would do differently. No vanity metrics. No NDA violations. The real decision log.
Ops-Level Depth, Not Surface Takes
Michael writes from inside active client builds — GHL pipelines, AI agent fleets, local SEO campaigns. Every post and breakdown is pulled from real work, not repackaged Twitter threads. You get the decision logic, the tool stack, and the outcome in plain language.
A Living Blueprint for AI-Powered Agencies
Merlino AI runs a coordinated fleet of specialized AI agents covering sales, content, dev, SEO, and ops. The writing documents how that fleet is built and managed — so founders and operators can see exactly how an AI-native agency runs day to day, not just what it promises.
Straight from Deal to Debrief
From cold outreach to signed proposal to delivered result, Michael tracks the full revenue loop and publishes what worked and what did not. No vanity metrics. If a campaign missed, you hear why. If it hit, you get the playbook.