I encounter many people who tell me their outbound campaign no longer works. It used to print meetings back in 2020, and now, no matter what they throw at it, they get a 0.3% response rate and can’t turn a profit. It almost always comes down to one reason – the data behind the campaign.

Your copy is not the problem. Neither is your infrastructure. Neither is your warmup, your subject line, or whatever framework you screenshotted off LinkedIn last week. Those things matter, sure. But they’re not what decides whether your campaigns work. Your data source is. And almost everyone is pulling from the worst ones available.

Think about it like cooking. You can be a great chef with a great kitchen, but if your ingredients are the same wilted stuff every other restaurant in town bought from the same supplier, you’re serving the same plate. That’s outbound right now. Same lists, same contacts, same everybody.

So let’s be honest about what Zoominfo and Apollo actually are. They’re that supplier. Good tools, I’m not knocking them. But they’re sold to everyone and exported by everyone. When you pull a list from Apollo, you’re emailing the same exact people thousands of other companies are emailing, from the same exact database. Your prospect isn’t ignoring you because your offer is bad. They’re ignoring you because they got eleven emails that look just like yours this week.

So here’s the fix. Stop fighting over copy on top of data everyone already has. Go get data they don’t.

Here are two ways I’d recommend doing this:

  1. Signal-based data: Remember the 5% rule from edition #1 of this newsletter? Only 5% of your ICP is in-market at any given time. A static list from Apollo has no idea who those people are. Signals do. New funding, a fresh exec hire, a hiring spree, a job post that screams the exact pain you solve. You’re not buying a list of names anymore. You’re getting a live feed of who’s ready to buy right now.
  2. Build your own scrapers: This one’s my favorite, and a year ago it wasn’t realistic for most teams. Every industry has its own directories, communities, marketplaces, review sites – all packed with your perfect buyers, already sorted the way you’d want them. A lot of the time that data is not in Apollo. You have to go scrape it yourself. And now you actually can.

That last part is the whole reason I’m writing this. Clay plus AI has made building your own data dirt cheap. What used to need a developer and a real budget now takes an afternoon.

Spend more time on data, and everything will fall into place.