Lumen is a founder-led GEO agency

The shift

One answer, a few sources

For twenty years the internet rewarded companies that ranked. AI answers don't work that way. They don't list ten links; they give one answer and name a few sources. A good business can be missing from it, not because it did anything wrong, but because nothing gave the machine a clear picture of who they are.

What AI reads

It resolves entities, not pages

AI doesn't rank pages. It works out who a company is, what it does, and whether the evidence agrees. Tricks aimed at a ranking algorithm miss the point. A clear, consistent identity across the web is what it can actually use.

How I work

Three parts, one method

Each part is a service you can read about in full.

• Entity GraphI define who you are in a form machines can read, and reconcile conflicting descriptions across the web.Service: Entity Optimization
• Citation EngineI structure your content into answers engines can quote with confidence.Service: Answer & Content Optimization
• Evidence LayerI measure what AI says about you, and publish my experiments openly.Service: AI Visibility Monitoring

Where this stands

New, and open about it

Lumen is new. I don't have client case studies yet, so I publish experiments and teardowns instead. You can judge the thinking before you hire me. The goal is a web where the best answer wins, not the loudest, and where trust comes from evidence, not ad spend.