Topscope
Next level sourcing for investors
Problem
During my time in VC, I saw firsthand how much time is wasted sourcing the hottest leads before anyone else gets there. For associates (and anyone below), it’s basically the whole job: manually trawling through LinkedIn, Twitter, databases, and more. The result? Huge time sinks, missed opportunities, and a process that doesn’t scale.
Solution
Topscope automated sourcing with an advanced scraper that:
- Collected promising founders and projects from across the internet
- Classified and enriched profiles automatically
- Ranked opportunities by potential — ready for outreach
Vision
Automating everything before the first call
Process
On nights and weekends, I started building a tool that scraped the most interesting sources for dealflow (linkedin, twitter, pitchbook, mastodon (web3)). Early versions already made me 55% more productive in my job, I used the newly available time to build more features. I left VC, locked myself in my room and productized it. Started selling it to 10+ funds worldwide (Kraken Ventures, Escape Velocity, Formless Capital)
I had to close the project down when Elon started charging $40k / month for access to the Twitter API, my main source of leads.
Stack
- FE: React (Typescript) → Firebase
- BE: Python → Heroku
- DB: firestore