ServiceTitan, Inc. (TTAN)

How it makes money

Most revenue is subscription fees paid under annual or multi-year contracts, priced mainly per technician using the platform and recognized evenly over the contract term. A second, faster-growing stream is usage-based: fees earned when a contractor's customers pay through ServiceTitan's embedded payment processing and financing tools, which scale with the dollar volume flowing through the platform rather than with seat count. A small remainder is one-time professional-services revenue for onboarding new customers.

Once a trades business runs scheduling, invoicing, customer history and payments through ServiceTitan, moving to a competitor means retraining technicians and re-entering years of job and customer data, which is costly and disruptive for a small operator. The moat is still narrow: the company remains unprofitable on a GAAP basis, and rival vertical-software providers keep entering the same trades.

Much of the underlying demand for trades work — a broken furnace or a leaking pipe — is not discretionary, which cushions ServiceTitan's usage-based revenue somewhat. But contractor spending on new software seats, and the volume of jobs booked, still slows when construction and home-improvement activity cools, and industry-wide pressures like tariffs or labor shortages can weigh on the trades businesses ServiceTitan depends on.

Key risks

• History of losses — ServiceTitan has a history of net losses and states it may not achieve or sustain profitability in future periods, which leaves less room for error if growth slows.
• Exposure to trades-industry headwinds — The company states that factors affecting the trades industry — consolidation, contractor marketplaces, supply-chain issues, tariffs on imported goods and labor shortages — could reduce demand for its platform, since its revenue rises and falls with its customers' activity.
• Competition from established and new entrants — ServiceTitan competes with both established software vendors and new entrants targeting the trades, and some large customers have developed or could develop their own proprietary tools instead of paying for the platform.
• Revenue concentrated in the United States — Substantially all revenue is generated in the United States, so the company has limited geographic diversification against a US-specific downturn in construction or home-services spending.