Turn online communities into your most trusted growth channel.
We build and run an AI agent that finds the conversations where your brand can genuinely help, drafts a reply in your voice, and sends it to your team to approve before anything posts. Your customers decide in communities, not on your website. We make sure you show up there, helpfully.
No ads. No new headcount. No risk to your accounts. Built for considered, complex, and regulated categories.
Everything a great community manager does, every day.
Finds the right conversations
Surfaces the threads where you can genuinely help.
Reads intent, not keywords
Engages on what each person actually needs.
Reports what's working
A clean queue and a board-ready monthly report.
Checks you can actually help
Qualifies fit before drafting. No over-promising.
Drafts in your voice
Platform-native replies, ready to approve.
Learns from every edit
Every approval makes the next draft sound more like you.
All the presence. None of the risk.
Operating in communities that ban automated activity on sight is genuinely hard, and we've solved it the hard way. That's what lets us promise this.
Clear of the crackdown.
Risky work runs on our systems. Your accounts only ever act human.
Clear of regulatory trouble.
The FTC's review rule is $50K+ per violation. A human is the checkpoint.
Your brand stays human.
A person catches the reply that's technically fine but humanly wrong.
A record, and a sharper agent.
Every draft and approval is logged, your audit trail.
The reach of an always-on agent. The judgment of your own team on every word.
From absent to authoritative, in three steps.
We learn your world.
Your product, your market, your rules, and exactly how you sound.
We build & calibrate.
We encode it into your agent and hard guardrails, then tune it with your team until the drafts are right.
You approve and post.
Each day's strongest opportunities land in your queue. You approve; we keep the agent sharp.
No new headcount. No ad spend. No risk to your accounts.
Genuinely helpful, in very different rooms.
It leads with real help, and only points to your product when that's the honest answer.
Illustrative. Most drafts mention no product at all, which is what makes the rare one land.
We built this to solve our own problem first.
We built this agent for our own products, most of them impossible to advertise. It worked, founders asked us to run it for them, and our first client landed in maternal health, under one of the strictest marketing codes there is. That's where we set the rule the whole studio runs on: a machine never speaks for a brand unsupervised.
No autonomous posting. No spam. No risk to your accounts. It extends your team; it never replaces them.
Built for products people research before they buy.
Not an industry, a situation: a differentiated product where understanding and credibility decide the sale.
Especially valuable when you can't advertise at all.
When you can't advertise, community is the only channel left, and the one where a wrong word costs most. A human on every reply is the only safe way in. It's where we started.
How it works for our clients.
Cake or Fake
Their agent shows up in freelancing and hiring communities, helping people spot fake portfolios before they hire. A human approves every word.
Read the Cake or Fake storyOne build. Then an agent that works every day.
No black boxes. Every engagement is scoped to your category. We set the exact numbers together on the call.
Research, your custom agent, guardrails, platform setup, calibration with your team.
Continuous monitoring, daily ranked opportunities, tuning, reporting, your branded dashboard.
Most engagements start in the low five figures to build, with a monthly retainer to operate.
Minimum six-month engagements, because authority takes time. We’ll walk through the full numbers, scoped to your category, on the call.
Questions, answered straight.
No. It drafts; your team approves and posts every one. Nothing reaches the public on its own.
No. The risky work stays on our systems; your accounts only ever post approved replies, like any person would.
No, that gets ignored. The agent earns the moment with genuine help before it ever points your way.
That's where it's most valuable. When ads are off the table, a credible presence is the channel that remains, and we make it safe.
No, it extends them. An always-on presence in your voice and guardrails. You approve everything.
Better-informed buyers, more of the right conversations, and direct conversions where they fit. We report monthly and stay honest about the part that compounds over time.
The conversations that decide whether your brand is trusted are happening now.
Book a 30-minute fit call. We'll look at where your customers are active and whether an agent is the right move. If it isn't, we'll tell you.
No hard sell. Just a straight conversation about whether this fits.
Also from the studio: we build our own apps, and run full marketing programs for clients who want the whole engine.
We’re builders, not just operators.
Every product here is one we run ourselves, across health, education, travel, and innovation. The team guiding your agent has shipped and operated each of these.
