Independent AI systems consultant

When someone asks AI for a business like yours, you're either the answer or you don't exist.

I'm David. I make businesses legible to AI — the structured data, agent-readable APIs and MCP layers that let ChatGPT, Claude and Perplexity find, read and recommend you. Plus the automation underneath.

One person, start to finish
Diagnosis in days
Enterprise AI by day
Fixed scope, published pricing

Book a 20-min call See how I work

Years building for the web: 10+Years building for the web
of a country mapped by a platform I built: 100%of a country mapped by a platform I built
Person you'll ever talk to: 1Person you'll ever talk to

What's actually happening

Search stopped being a list of links.

Your customers are asking AI instead of Google. The AI answers from what it can read — and most business websites are unreadable to it.

You're invisible to AI crawlers

Most modern sites render in the browser, not on the server. The bots behind ChatGPT and Perplexity don't run JavaScript. They see an empty page. I know this one intimately — my own site had this problem. I found it, I fixed it, and that's the fastest audit I'll ever run.

Your data isn't machine-readable

Your prices, services, availability and inventory live in prose and images. An AI agent cannot query prose. It can query an API.

Agencies move in quarters

The firms selling this want a six-month minimum and a discovery deck before anyone touches anything. Your competitor gets cited in the meantime.

The approach

How I work

01 · Diagnose, fast

I run the full technical read on your site and your data in the first few days. You get a scored report: what AI can see, what it cannot, and what it is costing you. Not a slide deck.

02 · Fix what is blocking you

Rendering, structured data, schema, crawler access. Usually the highest-leverage work and usually the fastest.

03 · Build the machine-readable layer

Structured data, an agent-readable API, an MCP server where it makes sense. This is where you stop competing on wording and start competing on architecture.

04 · Automate the work behind it

Lead handling, follow-up, data sync, reporting. The systems that make the visibility worth having.

The difference

Why one person

How working with one senior consultant compares to an agency or an in-house hire
Criterion	Agency	In-house hire	Me
Time to first answer	4–6 weeks	Hiring cycle	Days
Who does the work	Whoever's assigned	One person	The person you talked to
Minimum commitment	6 months typical	Salary	Fixed scope, no retainer required
Pricing	"Contact us"	Salary + benefits	Published
Can they build the data layer?	Usually not — most are SEO shops	Depends	Yes

Agency

Time to first answer: 4–6 weeks
Who does the work: Whoever's assigned
Minimum commitment: 6 months typical
Pricing: "Contact us"
Can they build the data layer?: Usually not — most are SEO shops

In-house hire

Time to first answer: Hiring cycle
Who does the work: One person
Minimum commitment: Salary
Pricing: Salary + benefits
Can they build the data layer?: Depends

Me

Time to first answer: Days
Who does the work: The person you talked to
Minimum commitment: Fixed scope, no retainer required
Pricing: Published
Can they build the data layer?: Yes

Most firms selling AI visibility are SEO agencies that renamed a services page last year. They can rewrite your content. They cannot build you an API that an AI agent can query. I have already built one — for an entire country's property market.

What I have shipped

Recent work

Nationwide

every municipality in the country, queryable by any AI

Parcela Nova

Guatemala's property market as a machine-readable data layer, with an open MCP server on top.

Architect

and the face of the training

AI education channel

Solutions architect for one of the largest AI education channels in the world. I design the systems that get taught, I am behind the guides and AI material paying subscribers get, and I deliver the training on camera.

40+

edge functions running invoicing, compliance and audit

CB Loads LLC

Not the website — the internal operations console behind it. Three roles with their own permissions, a full invoice lifecycle with public e-signature and generated PDFs, and W-9 collection with encrypted tax IDs.

positions site-wide, one week after the rebuild went live

Diabetcentro

A diabetes clinic rebuilt end to end: faster, server-rendered and structured so machines can read it. The work went into the foundation, which is why the whole site moved at once rather than page by page.

diabetcentro.com

I can walk you through any of these in twenty minutes. See all work

Fit

Who I work with

Real estate and property

Where I have gone deepest. See Parcela Nova.

Service businesses with real operations

Clinics, logistics, professional services. Anywhere manual process is eating margin.

Founders who need a senior read, fast

One call, one honest answer about whether AI helps you or not.

Questions

Before you book

How fast is fast?

Visibility diagnosis: 3–5 business days. Most fixes: 1–2 weeks. A full build: 4–8 weeks. I can move this quickly because there is no handoff — I scope it and I build it.

Are you an agency?

No. One person. That is the point.

What makes you different from an SEO agency?

SEO agencies optimise words. I build the layer underneath — structured data, APIs, MCP servers — that lets AI systems query your business directly. I do the content work too, but the architecture is where the durable advantage is.

Do you work with businesses outside Guatemala?

I work across Guatemala, El Salvador, United States, Philippines, Europe, South Africa, India. Everything is remote, and I work in English and Spanish.

What if I just need a website?

I still build those. The difference is I build them to be readable by AI from day one.

Twenty minutes, one honest answer.

Tell me what your business does. I'll tell you whether AI can currently find it, and whether that's worth fixing. No deck, no pitch.

Book a 20-min call