01
Audit agents
An agent that reads your site, funnel and accounts the way I do, weekly, and flags where growth is leaking. It's the same first pass that runs behind my free site audit.
AI growth systems
One brain that runs your marketing. Built by the person who runs your marketing.
I'm Monica Hacker, a fractional CMO who builds the AI system a brand's marketing runs on. Audit agents, outreach agents, reporting that writes itself. Every layer plugs into what the system already knows, so it gets sharper the longer it runs. Practical, not hype.
Built for DTC, beauty and wellness, and healthcare brands with a small team and real ambition.
The problem
Most companies bought AI tools this year. Very few built anything with them.
Here's the usual state of things. There's a ChatGPT subscription, an AI feature inside the email tool, maybe a Zapier automation someone set up in the spring. None of it knows your customer, your numbers or your voice. So every output starts from zero, someone still has to fix it, and the team goes back to doing the work by hand.
The gap isn't the tools. It's that nothing holds the context. A brand is a body of knowledge: who buys, why, what they're worth, what's working, what you'd never say. An AI growth system starts by holding that, and then every workflow, an audit, a report, an outreach sequence, a landing page, runs from it instead of from a blank prompt.
That's the difference between an AI tool and an AI system. One brain, and you layer different parts onto it. What you can do with it is close to endless, and it never has a finish line.
What gets built
The layers most clients start with.
02
Reporting that writes itself
A dashboard and a written weekly read across paid, email, site and pipeline, pulled from your real data, so the Monday meeting starts with the answer instead of the question.
03
Outreach and partnership agents
Prospecting, research and first drafts for partnerships, influencer and B2B outreach, written from what the system knows about your brand. A human reads every one before it goes out.
How it works
How a system build usually runs.
First, the workflow audit. Where your team's hours actually go, what runs on someone's memory, what's copy pasted every week. From that, an automation map: what's worth building, in what order, and what should stay human.
Then the brain. Your customer, your numbers, your voice and your offers, structured so the system can use them. This is the part everyone skips and the part that makes everything after it work.
Then one workflow at a time, live and tested, with your team trained on it and documentation they'll actually read. When it's part of a fractional CMO retainer, I'm running the marketing on top of the system I built, which is how it should be.
Proof
I run Hacker House on the same system.
Audit agent
Does the first pass on every free site audit. I read each one before it ships.
Opportunity radar
Scans for hiring signals, seat changes and brands changing hands every weekday morning.
Marketing loop
A weekly dashboard that pulls outreach, site, LinkedIn and Meta numbers and writes the log itself.
Fair questions
What founders ask about AI systems.
What is an AI growth system?
One connected system that holds what your business knows, your customers, your numbers, your voice, your offers, and runs marketing work off it. Audit agents that read your funnel, outreach agents that write from real context, reporting that writes itself, dashboards that stay current. Each new layer plugs into what the system already knows, so it gets sharper the longer it runs. It is not a stack of disconnected AI tools.
Who builds AI marketing systems for founders and small teams?
Monica Hacker does, through Hacker House. She builds them as part of a fractional CMO engagement or as a scoped build, for DTC, beauty and wellness, and healthcare brands. The point is a system a small team can actually run, not an enterprise engineering project.
How much does an AI growth system cost?
One workflow, say an audit agent or automated weekly reporting, starts at $4,000. A full system build runs into five figures, and it is included in a fractional CMO retainer from $8,500 a month. Every price is a starting point and goes in writing before anything starts.
Which tools do you build with?
Claude and other frontier models, Make for orchestration, your existing stack for data: Shopify, Klaviyo, GA4, Meta and Google Ads, your CRM. Nothing exotic. The value is in how it's connected and what it knows, not the tool list.
Is this practical or is it AI hype?
Practical. I run my own practice on the same system: an audit agent that does the first pass on the free site audit, a daily opportunity radar, outreach that runs from research, and a weekly marketing dashboard that reports on itself. I read everything before it ships, and I build clients' systems the same way.
Let's build the system that scales you.
Start with one workflow or the whole brain. Either way, you'll leave the first call knowing what I'd build first.
Book a call →Thirty minutes. Bring your numbers, or just bring the problem. You'll leave knowing what I'd fix first.