If you’ve ever tried to pitch a tech story without knowing who covers what, you know the feeling. You end up on someone’s Twitter profile at 11pm trying to figure out if they still write about cloud computing or if they’ve pivoted to AI. There has to be a better way.
There is. But the landscape of journalist databases is confusing, expensive, and full of tools that promise more than they deliver. Here’s an honest look at what’s out there.
The paid heavyweights
Cision and Muck Rack dominate the enterprise space. They’re comprehensive, they have large teams maintaining their data, and they cost accordingly. Expect to pay thousands per year for a license. For large agencies managing dozens of clients across multiple industries, the scale makes sense.
The downside? Data freshness varies. Both platforms have millions of contacts, which means some percentage is always out of date. Journalists change beats faster than any database can keep up. And the sheer volume can be paralyzing—searching for “technology” returns thousands of results, which isn’t much more helpful than Google.
The beat-specific directories
This is where things get interesting. Newer directories like Glyph take a different approach: instead of trying to index every journalist on earth, they organize journalists by specific beats. Think of it as the difference between a phone book and a curated rolodex.
Glyph currently covers over 1000 journalists across 100+ beats in tech, business, and media. Each profile is organized by topic—so if you need someone who covers cybersecurity, you get cybersecurity reporters, not a vague list of “tech writers.” It’s free to use, which removes the budget barrier that keeps a lot of startups and small teams locked out of the bigger platforms.
The tradeoff is coverage depth. A niche directory won’t have every reporter at every outlet. But for targeted outreach, having 30 perfectly matched contacts beats having 3,000 loosely related ones.
The DIY approach
Some PR pros still build their own databases from scratch. They read publications daily, track bylines in spreadsheets, follow journalists on social media, and build relationships manually over years.
This is, frankly, the gold standard—if you have the time. A hand-built media list based on years of relationship-building is irreplaceable. The problem is it takes years. If you’re starting from zero or entering a new beat, you need a shortcut to get to baseline while you build the real thing.
That’s where directories come in. They’re not a replacement for relationship-building. They’re a starting point.
What to look for in a journalist database
Data freshness matters more than data volume. A database with 50,000 contacts where 40% are outdated is worse than one with 1,000 contacts that are current.
Beat specificity is the other thing to watch. Can you search by narrow topic, or just broad category? “Technology” as a filter is almost useless. “AI safety” or “fintech regulation” as a filter is valuable.
Finally, check if profiles include recent work. Knowing that a journalist exists isn’t enough. You need to see what they’ve published recently to know if they’re the right fit for your story. Any database that doesn’t surface recent articles is asking you to do the hardest part yourself.
Find the right journalist for your story.
Glyph is a free journalist directory organized by beat. Search 1000+ journalists across 100+ topics at glyph.social
