An embedded growth operator who works alongside your team to win organic inbound growth — through SEO, AEO, AI-search visibility, and content strategy. Part of your process, not a vendor on the other side of a ticket queue.
Works inside your team and your process — not at arm’s length.
Owns the outcome, not just the recommendation.
Directs Berlin’s agents to do the volume work at machine speed.
Traditional consultants advise. Agencies execute tasks. An FDM does neither in isolation — they combine strategic thinking, operational execution, and AI-native workflows to identify opportunities, run experiments, ship the work, measure results, and refine the strategy.
They run on Berlin’s platform — its agents, workflows, and methodologies — to move at a speed a single operator never could alone.
The goal isn’t to perform marketing activities. It’s to build a repeatable system for winning organic inbound growth.
Search used to mean one surface pulling from one index. Now answers are assembled by many models, from many sources — and each one has to be earned.
Modern LLM-based search pulls from a wide spread of sources to decide what to cite. Showing up means doing roughly 10× the work of classic SEO — across surfaces that each behave differently.
That demands a stack of capabilities most teams don’t have in-house:
And software alone isn’t enough — knowing what to do is different from knowing how to do it. The FDM bridges that gap.
Research feeds strategy, strategy drives execution, execution produces learning — and the learning sharpens the next cycle.
Understand the field.
Decide what to do.
Ship it, fast.
Compound what works.
Same operator, same platform. You choose how much you want to own internally.
The FDM acts as an embedded expert and coach. They lead strategy, demonstrate workflows, teach methodology, and share playbooks until your team can run the system itself.
Your team becomes less dependent on the FDM over time.
Berlin brings the infrastructure. The FDM brings the judgment. Neither software nor services gets there alone.
The machine layer — running around the clock.
The human layer — where taste and context live.
Every engagement creates new workflows, playbooks, and automation — so the platform keeps improving, and the FDM keeps moving up to harder problems.