Built for owner-operators —
not committees.
AI visibility and operating systems for founder-led consumer brands, built and run by the people who design them. You feel every hour of manual work and every lost recommendation — we take both off your plate.
The advantage of a founder-led brand is also its constraint.
You can decide in a day what a 200-person company debates for a quarter — that's the edge. But you also carry the visibility gap and the manual work personally, with no team to absorb either. Our systems are built for exactly that shape: high agency, scarce hours, real ownership.
A founder-led brand doesn't need a platform that assumes a department to run it. It needs outcomes that are operated for it — visibility that climbs, content that publishes itself, work that comes off the founder's plate — without adding another tool to manage or another hire to make.
That's the whole model: we build the system and run it, you keep the IP, and the time you get back goes into the brand rather than into babysitting software.
Our deepest proof is in wellness & supplement DTC. We take adjacent founder-led ecommerce when the fit is real — and the audit will tell you plainly if it isn't.
You can move fast. You just can't be everywhere. We operate the systems so you don't have to.Why founder-led is the fit
The same operated systems, pointed at your brand.
Visibility, a brand graph, operated content, and scoped agents — composed into one system, in the order the audit says matters most for you. You don't buy all four; you buy the first one that pays.
AI visibility for your category
When a buyer asks an assistant to recommend in your space, it names two-to-four brands. We build and operate the system — entity layer, answer-shaped content, source coverage — that makes yours one of them.
GEO/AEO · operatedA brand ontology you own
Your products, materials, claims and differentiators modelled as a knowledge graph, so AI answers about you are accurate, not improvised — and so every future AI surface reads from one structured truth.
Knowledge graph · your IPOperated content, not a tool
The questions your buyers ask, answered on your owned surfaces in citable form, published continuously and grounded in your ontology. We run it; you get a body of content that climbs.
Content Engine · always-onAgents for the work that drains you
As a small team you feel every hour of repetitive work. We build scoped, eval-gated agents — with human escalation — to take the judgment-light volume off you, so your time goes to the brand.
Scoped agents · human-in-the-loopEach links to the deep page: AI Brand Visibility, Brand Ontology & GraphRAG, Content Engine, Agent Workflows.
We don't ship a page we can't back.
This is an adjacency page, and we'll say so. The mechanism transfers across founder-led ecommerce; the proof is deepest in wellness. We'd rather tell you that than pretend a template is bespoke.
The mechanism
AI names a few brands, accuracy needs a structured truth, citable content wins. That holds in any founder-led category.
The proof
Our richest evidence is in wellness & supplement DTC — the wedge leads because the work does.
The fit test
The audit is the fit test. It tells you the truth before anyone commits to a build.
Questions, answered straight.
Is wellness the only category you take?
It's where our proof is deepest, not the only place we work. We take adjacent founder-led ecommerce — owner-operated consumer brands — when the fit is genuine.
And we'll tell you honestly if it isn't: the audit is designed to surface a bad fit before anyone commits to a build.
Why 'founder-led' specifically? What if I'm a bigger team?
Because owner-operators can decide and move — there's no committee to socialise a system through, and the founder feels both the visibility gap and the manual-work drain directly. Our work fits brands where one or a few people own the call. If you're a large org with layers of sign-off, we're probably not your best fit, and we'd say so.
Do you understand my category if it isn't supplements?
The mechanism transfers even when the category differs: AI search names a handful of brands, accuracy depends on a structured truth, and citable content wins. What we learn in your audit is what makes it specific to you — we don't pretend the wellness playbook is a universal template, we adapt the system to your catalog.
What do I actually walk away with?
From the audit: a measured read of how AI describes your brand and a roadmap of systems ranked by ROI, yours to keep. From a build: an operated system that's 100% your IP — visibility, content, a graph, or an agent, whichever the audit says matters most first. See how a build is scoped in a System Sprint.
See how AI describes your brand today.
Then decide what to build first.
The $1,500 AI Brand Audit measures your real starting position and hands you a roadmap ranked by ROI — yours to keep whether or not we build a thing.