Question · Q3 2026
DJ Hynes asked about the average ratio of technicians to back-office staff across ServiceTitan's customer base, its potential evolution, and the efficiency unlock for ServiceTitan. He also questioned the Q4 guidance being sequentially down compared to last year's flat/up guidance, asking if it indicates increased caution.
Answer
CEO Ara Mahdessian noted that the technician-to-back-office ratio varies by trade and size, with automation driving increased profitability and revenue. CFO Dave Sherry clarified that the strong Q3 allowed for a raised full-year forecast, and typical GTV and usage moderation from Q3 to Q4, along with one fewer business day, explains the sequential Q4 guidance, with no unusual caution.
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