The Trades Are Drowning in Pain—ServiceTitan’s Growth Story Barely Scratched the Surface

Field service software is having a moment. Everyone's talking about ServiceTitan's billion-dollar run rate and 25% growth, but the story you aren't hearing is the one bubbling up from the jobsites. Jason Lemkin just broke down the numbers—fintech revenue jumping 29%, margins doubling, AI agents on the way—and it's a masterclass in vertical B2B execution. Yet when I look at what's actually happening on the ground in plumbing, HVAC, electrical, and roofing, I see a canyon between Wall Street's multiple and the real opportunity.

We track problems in these trades. Not surveys, not sentiment—actual, documented pain points from workers and business owners. Across plumbing, HVAC, electrical, and roofing, we've logged 1,842 problems and 922 app ideas. That's not a typo. Some of these are 5/5 severity issues—the kind that gets someone hurt or shuts a business down—with explicit willingness to pay for solutions. If you're building in vertical SaaS, this dataset is a goldmine you're probably ignoring.

Take safety. The article doesn't mention it—fair enough, it's a financial analysis—but the field is screaming. We're seeing reports like "Electrical apprentice is pressured to work on live circuits" with a severity of 5/5. In HVAC, "New gas water heater shows yellow burner flame"—carbon monoxide risk, same severity. These aren't edge cases; they're daily realities for the tens of thousands of contractors on ServiceTitan's platform. Yet when ServiceTitan talks about its "Agentic Operating System" and product Max, it's focused on operational efficiency, not saving lives. That's a miss, and it's a miss with a dollar sign attached. Getting safety right means fewer liability claims, lower insurance costs, and a stickier platform. It could also open up entirely new revenue streams—imagine embedded insurance products or compliance monitoring subscriptions.

Then there's the workforce crisis. We've got an electrician with eight years of experience who can't get licensed because the license holder died. An apprentice plumber in Chicago can't find a sponsor. These are 5/5 severity problems that literally prevent businesses from growing. ServiceTitan's net dollar retention above 110% is impressive, but how much higher could it go if they helped solve the apprenticeship bottleneck? Building a credentialing or matching layer on top of their contractor network isn't just a feel-good feature—it's a growth lever. More licensed techs mean more seats, more payment volume, and more modules sold. The market's giving ServiceTitan a 6-7x multiple partly because they see a ceiling on per-contractor spend, but that ceiling is more like a fog bank: the real limit is the industry's ability to produce qualified workers.

Quality control might be the biggest wedge. We're tracking homeowners who paid $8,000 for boiler repairs that still fail. A Mansard roof that's failed repeatedly despite $35,000+ in repairs. Roof replacement defects that go unresolved for years. When a homeowner gets burned, they don't just blame the contractor—they lose trust in the whole trade. A platform that could provide quality assurance tools—photo documentation, warranty management, failure analytics—would be worth more than another payment processing point. It would start to solve the reputation crisis that depresses demand and keeps trades from premium pricing.

The article frames ServiceTitan's AI investment as an efficiency play, but the real agentic system is one that doesn't just automate dispatching—it prevents the water heater from leaking in the first place. Our data shows 187 plumbing problems around leaks alone, many severe. What if Max could predict failures based on equipment data? What if ServiceTitan became the platform that guarantees a job done right, not just one that processes the invoice? That's the kind of value proposition that would push net revenue retention past 120% and make the current multiple look laughably conservative.

Lemkin's comparison of vertical B2B multiples is spot-on—growth plus profitability commands a premium, and ServiceTitan's GAAP losses and stock comp are holding it back. But I'd argue the market is also undervaluing the sheer amount of unsolved pain below the surface. Samsara gets 10x because it's growing faster, yes, but also because it's visibly tied to physical safety and operational risk. ServiceTitan has the same potential, and the data proves it's not fully tapped. For vibe coders and indie hackers, this is your signal: the next billion in vertical software won't come from copying ServiceTitan's fintech engine—it'll come from building the safety features, licensing tools, and quality assurance systems they left on the table.

If you're an early-stage founder looking at the trades, our explore problems page has raw, unvarnished needs from the field—no filtering, no analyst spin. Seed investors should be looking for teams that understand this pain latency: the gap between what platforms provide and what workers actually need. The multiples might be compressed now, but when a vertical SaaS company starts solving 5/5 severity problems, re-rating happens fast.

The fintech story is working. The AI story is coming. But the human story in the trades is still largely untold, and that's where the fat margins and defensible moats are hiding. ServiceTitan's doing great—they've earned the headline. But if you're trying to build the next one, you'd be smart to look where they aren't.