Barebone Agents — a forward deployed engineer for the systems you already run.
A forward deployed engineer for the systems you already run.
Discovery, prototype, deployment,
and the scaling after.
Is your brand visible to AI?
Right now, someone in your category is asking ChatGPT which company to go with. It is answering. Confidently. With names.
You will never see that conversation, and by the time the buyer reaches your site the shortlist is already written. Two questions settle where you stand.
When someone asks an AI for a company like yours, does your name come up?
The AEO Audit runs real category and by-name queries through answer engines and reports how often your domain is actually cited.
If it does not, who gets recommended instead?
Every query records which competitors surfaced in your place, so absence becomes a named list rather than a feeling.
What are those competitors claiming that you are not?
The Positioning Snapshot reads your homepage and theirs, extracts the claims each site makes, and shows the gaps an engine has to work with.
Find out whether ChatGPT, Gemini and Perplexity-style engines cite you when someone asks for a business like yours — or recommend someone else instead.
The workflows
Visibility tells you where you stand. These two tell you what to do on Monday.
One looks inward at how the business actually runs and ranks what is worth automating first. The other looks outward for people publicly describing the problem you solve. Both return sources, not assertions.
Describe how the business actually runs day to day. Get back a ranked list of what is worth automating first, by impact against effort.