For agencies
Your AI writes generic proposals because it doesn’t know your agency.
Drop your site and a few past proposals — Nucleus builds the one business context every AI tool reads. Claude, ChatGPT, and Cursor know your services, your voice, and how you scope work, so the first draft already sounds like your shop instead of every other agency’s.
Build my Nucleus — freeNo card. No code. Built in one sitting.
The problem
Your team leans on AI now, but it doesn’t know your agency — so the proposals come back generic, the scopes miss how you actually deliver, and the voice is nobody’s. Every draft lands back on your desk for the rewrite that makes it sound like you.
Meanwhile clients are asking the same question you’re asking yourself: what’s this agency worth now that they can prompt a model themselves. The answer is your judgment, your process, the way you scope and ship — and none of it is anywhere your AI can read it. So the AI competes on the generic, and you defend on the specific, one rewrite at a time.
What Nucleus does for agencies
Proposals that already sound like your shop.
Your positioning, your service lines, and the voice from your best past proposals live in one context every tool reads. Ask Claude for a first draft and it opens in your language, scoped the way you actually work — not a template you have to rewrite.
Scopes that match how you really deliver.
Nucleus holds your delivery process, your team, and what you do and don’t take on. AI drafts a statement of work that fits your shop’s reality, so the scope your account lead sends doesn’t quietly commit you to work you’d never quote.
One agency voice across every person and tool.
Your strategist in ChatGPT, your developer in Cursor, your account lead in Claude — all drawing on the same context. New hires sound like the agency from day one, and the brand doesn’t fracture into ten private prompt libraries.
New to Nucleus? See how it works →
Built for a different role? owners · sales · marketing · operations · support · distribution
Your business context
Everything your AI reads — in one place you control.
No card. No code. Built in one sitting.