Articles
Data-backed commentary on market gaps, unsolved problems, and builder opportunities.
The AI Divide Isn't Just About Speed—It's About the Unsexy Problems Nobody Talks About
The market has split into two camps: those riding the AI wave and those sinking with legacy SaaS. But while everyone's fixated on re-acceleration stories like Twilio and Datadog, our data reveals a massive, overlooked opportunity in the unglamorous problems that still plague AI adoption—from hallucinating chatbots to medical coding audits. The next 85% growth stories won't come from horizontal AI platforms; they'll come from builders who solve these niche, high-severity pains.
The Real Tech Pain in Security Isn't Surveillance—It's Bad Notifications
The MSG facial recognition controversy grabs headlines, but our data reveals that security professionals are fighting a quieter battle: notification fatigue from buggy scheduling apps. Two problems, both severe, point to a real market opportunity.
The Burning Man MOOP Map is a Troph — Let's Build a Proactive Alternative
The MOOP map is a beautiful but reactive solution. Our data shows 67% of event managers cite lack of accountability as a top pain point. Time to build proactive tools.
The AI Customer Success Agent That Actually Exists (and Why You Can't Buy It Yet)
SaaStr's custom AI customer success agent, QBee, saved 70% of human hours across 150+ sponsors. But what about the thousands of teams who can't afford a custom build? PainSignal data reveals a massive gap between what's possible and what's available off the shelf.
The N=1 App Revolution Is Real, But It Comes With a Hidden Cost
Jason Lemkin's parking pass app is a perfect example of the N=1 app explosion. But our data across 6,733 operational problems shows that while building software in an hour is now possible, the real challenge is what happens when you have hundreds of these tiny apps—and they start breaking.