LinkedIn Growth OS
Profile, content and lead intelligence as one system.
Audit, rewriting, visibility and content workflows, plus a dashboard and a Chrome extension that reads real page context.
The problem
Advice about LinkedIn is abundant and generic. Acting on it means reading a specific profile, a specific post, a specific conversation — which is exactly the context generic tools throw away.
What it does
- Extracts real profile and message context from the page you're on
- Drafts posts, comments and replies grounded in that context
- Keeps a private, searchable history of everything generated
- Runs a repeatable profile audit against explicit criteria
- Never sends anything — drafting only, human sends
How it’s built
Architecture — Chrome extension · AI workflows · Dashboard · JavaScript
Decisions & trade-offs
Human-review guardrails are structural, not advisory
Nothing auto-sends. A tool that comments automatically on a post it hasn't read is a reputational risk, not a feature — so the send path simply doesn't exist.
Grounding over generation
Drafts are built from extracted page context rather than a prompt alone, so output references what is genuinely on screen instead of inventing plausible detail.
What it doesn’t do
- It is a drafting assistant — it does not automate engagement.
- It depends on LinkedIn's page structure, which changes; adapters need maintenance.
- It will not make a dull profile interesting. It makes a clear one faster to write.
Source is private. The architecture, decisions and limits above are the honest version of what it is.
Start here
Tell me what's eating your time.
No pitch deck, no “discovery call” funnel. Tell me the problem and I'll tell you honestly whether it's worth building — including when the answer is “don't bother”.
What happens next
- 01
You tell me the problem
A few sentences is plenty. No form maze, no discovery call funnel.
- 02
I reply within one working day
With an honest read on whether it's worth building — including when it isn't.
- 03
A fixed scope and a fixed price
Before any work starts, so you know exactly what you're getting and what it costs.