Your professional context lives on your machine. You decide what's public. LinkedIn is a downstream view.
Paste your LinkedIn, export from Claude or ChatGPT, upload a resume. Five minutes.
We generate an enhanced professional profile and optimized LinkedIn text. You approve everything.
Your page goes live at onlydata.club/you. Add it to your LinkedIn headline. People find you.
Every piece of data on your profile was provided by you. Not scraped. Not inferred. Not sold. Your context lives locally. You choose what's public. Companies and recruiters see what you want them to see.
I spent a decade building data products on top of LinkedIn profiles. Scraped them, enriched them, resolved them, sold them. I've seen the inside of every major B2B data pipeline — the match rates, the decay, the junk.
Here's what I learned: the data is bad because the source is broken.
LinkedIn profiles are marketing brochures maintained under duress. People update them when they're job hunting and forget about them the rest of the time. Companies scrape this stale, performative data, stuff it into databases, and charge you $15K/year to access it.
Meanwhile, the actual professional context — what you're building, what you're good at, what tools you use, what you're open to — lives scattered across your Claude chats, your git repos, your notes app, your brain.
So we built the obvious thing.
Your context, structured. Your profile, generated from it. LinkedIn becomes a downstream view — not the source of truth. You are the source of truth.
— Cam + Jody, from Product Hacker
Two data execs who finally got tired of their own industry's bullshit.