Medialyst

Description

I built the world's first self-healing media database. (the same thing legacy PR tools charge $10k/yr for) here's the old playbook all of them are running: hire hundreds of contractors offshore to manually update journalist records, then lock you into an annual contract to pay for it. we hired AI agents instead. this video shows 16 AI research agents running 24/7, no breaks, no quarterly refresh. here's what they're actually doing: - read new articles as they're published - pull the author page behind each byline - separate real journalist names from staff/generic bylines - cross-check author pages against outlet data - verify whether an email belongs to the journalist or just the newsroom - validate email deliverability before trusting it - find and normalize public X profiles - find and normalize public LinkedIn profiles - compare social bios against bylines, outlets, and beats - detect when a journalist changes publication - detect when a journalist's beat shifts - detect when someone starts covering a new topic - recover missing LinkedIn profiles from staff pages and public bios - recover missing X profiles from author pages and historical bylines - confirm location from multiple public signals instead of guessing - dedupe the same journalist across spelling variants - merge stale records into the current verified profile - flag low-confidence matches for review instead of hallucinating - write verified updates back into the database media database + live article signals + social signals → find journalists in 60 seconds and everything cross-referenced before it reaches you.