CitationLab
How we work

AEO management and AI websites, run by AI agents

We build your website, connect our own system to it, and let an AI Search Strategist work on it continuously — across every level of optimization at once.

It's not unusual to optimize 10 pages in a single day. But this is qualitative work, not an AI agent running amok — every agent has a defined role, real skills and humans in the loop.

The operating model

Three things happen, then it never stops

An AI website isn't a one-off delivery. We set up the foundation and then run it as a living system.

1

We build the website

A fast, AI-ready site built on our own engine — or we connect to the site you already have.

2

We connect our system

Your site is wired into our platform so agents can read it, measure it and publish changes safely.

3

An AI Search Strategist takes over

From there it's continuous: the strategist monitors your brand and site and optimizes around the clock.

Several levels at once

We optimize on every level in parallel

Most agencies do one thing at a time. We work across all the levels that decide whether AI and search recommend you — simultaneously, not in a queue.

Technical optimization

Speed, crawlability, structured data, llms.txt and the technical foundation models and bots depend on.

AEO / GEO optimization

Answer- and generative-engine optimization so ChatGPT, Gemini, Perplexity and Google AI cite and recommend you.

Classic SEO & content

Content optimization for the queries that matter — AEO and SEO are two sides of the same engine.

Entity optimization

Making your brand a clear, verifiable entity the models understand, trust and connect to the right topics.

AI-agent-ready optimization

Structuring the site so autonomous AI agents can read it, understand who you are and act on it.

Conversion (CRO)

Turning the visibility into customers — the traffic AI sends you has to convert, not just arrive.

The orchestrator

An AI Search Strategist that never sleeps

Every action is run by an AI Search Strategist that continuously works on and monitors your brand and website. It decides what to prioritize, sets the work in motion and keeps watch on the result.

  • Continuously monitors how your brand and site stand in AI search
  • Prioritizes the next move based on real data, not guesswork
  • Qualitative optimization — not an agent doing whatever an AI happens to say
  • Humans stay in the loop and govern the work
10+

pages optimized in a single day is not unusual

Specialized agents

Every agent has a role, a skill set and a specialty

We don't point one generic AI at your site. Each agent has a specific role and competence, and uses skills built by experienced SEO, technical, CRO, SEM and AEO specialists.

SEO specialist

Rankings, content depth and the classic search foundation.

Technical specialist

Performance, structured data and crawlability.

AEO specialist

Answer-engine visibility, citations and AI recommendations.

CRO specialist

Conversion, journeys and turning visits into customers.

SEM specialist

Paid-search intent and demand signals that inform the work.

Entity & content specialist

Entity clarity, topical authority and content quality.

The skills carry the discipline of real specialists — so the agents work with judgment, not just speed.

Lab Brain

A system that learns your project and the field over time

All our skills are in constant development. Our agents learn about your project and about the discipline itself — driven by our own Lab Brain, a multi-level stack of AI models plus machine learning.

Multi-level AI + machine learning

Lab Brain combines several layers of AI models with machine learning to steer and improve the work.

Skills that keep improving

Every skill is refined as agents learn what works on your project and in AI search broadly.

Knowledge that compounds

The longer we run, the sharper the system gets — for your brand and across everything we do.

Everything is measured

Every optimization is an experiment

Nothing is a one-off tweak. Every optimization is registered as an experiment, then measured afterwards on different KPIs and over different time periods — mapped, analyzed and learned from, so we can keep improving and scaling.

1

Register

Every change is logged as an experiment or test, with a clear hypothesis.

2

Measure

Results are tracked across relevant KPIs and over multiple time periods.

3

Analyze

We map what moved, what didn't, and why.

4

Learn & scale

Insights feed Lab Brain and the skills, so the next round is better.

AI speed, human judgment

The point isn't to let an AI loose on your website. It's to combine the speed and scale of AI agents with the discipline of experienced specialists and human oversight — so the work is fast, qualitative and accountable.

Every agent has a defined role. Every skill comes from a real specialist. Every change is measured. That's the difference between an AI running amok and an AI engine you can trust.

Frequently asked questions about how we work

No. Every agent has a specific role and uses skills built by experienced SEO, technical, CRO, SEM and AEO specialists. Humans stay in the loop and govern the work. It's qualitative optimization, not an AI agent running amok.

Because an AI Search Strategist orchestrates specialized agents that work across several levels at once — technical, AEO/GEO, content, entity and more — instead of one person doing one task at a time. The work is still reviewed and measured.

Lab Brain is our own multi-level stack of AI models plus machine learning that governs the agents and continuously improves their skills. It lets the system learn your project and the discipline over time, so the work gets sharper the longer we run.

Every optimization is registered as an experiment and measured afterwards across different KPIs and time periods. We map, analyze and learn from every action — so we can keep improving and scaling what works.

No. We can build a new AI website on our engine, or connect our system to the site you already have. Either way the continuous optimization works the same.

Want this engine running on your brand?

Let's talk about building or connecting your site and putting an AI Search Strategist to work on your AI visibility.