Search used to be one box. Now it's ChatGPT, Perplexity, Google AI Mode — and a new surface every quarter. Pure software can't keep pace; a traditional agency is too slow and too opaque to try. Here's where the third option pulls ahead.
Every one of ReACH Psychiatry's top fifteen prompts now cites them in Perplexity — up from zero in 90 days. The green column isn't a claim. It's measured.
Berlin isn't a deck and a Slack channel. It's a platform that runs your search growth around the clock — the agents do the volume, your team approves the work, your FDM operates the whole thing on your behalf.
Every action the agents queue clears your team’s approval in the Review Center before your FDM executes. You stay in control without touching the work.
We stand up hundreds of monitors per brand — rankings, AI surfaces, technical health, competitors. Nothing waits for a human to notice it broke.
Agents run on the strongest models available — GPT-5.5, Claude Opus 4.8 — and upgrade the day a better one ships. You never run on last year’s AI.
Reporting is built around the questions your team actually asks — not a generic template you have to reverse-engineer.
Our agents plug into your analytics, search surfaces, CMS, and third-party vendors — not just ours. If you use it, we'll work with it.
Berlin flexes. Drag the dial from “just give me the platform” to “run the whole thing for me” — and see exactly where you land, and what to do next.
Berlin is an expert-operated platform — we run it for you, rather than handing you one more tool to staff. If you'd rather drive it yourself one day, two doors:
Berlin's platform and AI agents, directed by a senior expert who runs your search growth with your team. Lean in or step back, week to week.
The senior expert who runs the platform and agents for you — an embedded growth specialist working alongside your team. Borrowed from the forward-deployed engineer: drives outcomes, then turns what works into systems.
That's a hands-off, full-service engagement. Tell us what you need and we'll make sure you're in the right hands — whether that's one of our trusted partners or a conversation with us.
The platform and its agents do the volume work around the clock. Your FDM owns the strategy and makes the calls. You get platform throughput with expert judgment on top.
Full site and keyword universe mapped. Audit ready two hours after crawl completes.
Your FDM builds a roadmap tailored to your business, goals, and competitors.
AI agents ship technical fixes, content, and optimizations in hours — directed and reviewed by your FDM.
Always-on tracking across Google and AI search. Weekly review with your FDM, continuous agent updates.
Not a rotating cast of junior staff. An FDM who owns your account — amplified by agents that never sleep.
Every channel, optimized for both traditional search and AI discovery.
What people search and what people ask.
Mapping keyword opportunities for traditional search alongside prompt patterns for AI discovery. Intent, demand, competition, and feasibility — across both surfaces.
Convinced? See what we'd do for your site.
A free SEO & AEO audit, scoped to your domain. Delivered by email in a few hours.
Five clients. Same story.

Built by Sherin — ran an SEO agency for 3 years, AI engineer since 2016, author of books on AI infrastructure, on the founding team that shipped RedisAI.
The ones that come up on every first call. Pre-answered.
Track how we think, what we ship, and what we’re learning. No funnel, no gate.