ServiceTitan: Plumbing Call Margin Ranking

ServiceTitan ranks plumbing call types by revenue and conversion rate. It cannot rank them by margin without QuickBooks parts cost and payroll burden.

ServiceTitan is the operating system for most growing plumbing shops. It tells you which call types book the most jobs, which convert best from estimate to sold work, and which technicians close them. ServiceTitan does revenue ranking well. It cannot rank call types by margin, because margin requires the real parts cost from QuickBooks, the loaded payroll rate for each technician, and the truck and overhead allocation for the day. The result is shops investing marketing dollars in call types that book high revenue and lose money on margin once the math is finished.

What ServiceTitan Reports Actually Show

ServiceTitan shows call types booked, conversion rate from booking to sold job, average ticket per call type, technician closing rates, and membership conversion. The booking and call type taxonomy is precise and the revenue numbers are accurate. Owners use this to decide which call types to prioritize in marketing and which to send senior technicians to. The data is clean for the revenue side. What it does not show is the cost side of each call type, which is what determines whether a higher-revenue call type is actually more profitable than a lower-revenue one.

The Data ServiceTitan Cannot See

Real parts cost for drain machines, fixtures, water heaters, and repair parts lives in QuickBooks vendor bills from Ferguson, your supply house, and any specialty vendors. The fully loaded payroll rate per technician (wages plus payroll taxes plus benefits plus workers comp, which is heavy for plumbing) lives in your payroll system. Truck cost, fuel, GPS tracking, and insurance allocated per call sits in QuickBooks. ServiceTitan does not have any of these. The actual margin per call type is revenue minus burdened technician hours minus real parts cost minus overhead allocation. To rank call types by margin, all four data sources need to join to each ServiceTitan invoice. Shops that try this in Excel rebuild it quarterly. By the next quarter, the marketing budget has already been spent on the wrong call types.

Questions Plumbing Owners Actually Need Answered

These are the questions plumbing owners ask when allocating marketing budget, pricing call types, and scheduling crews. Each one requires ServiceTitan data joined to QuickBooks and payroll.

• Which call types produce the highest gross profit per hour, not just the highest revenue?
• What is the real margin on drain calls after the machine cost, supply cost, and burdened labor?
• Which call types should we stop running marketing for because they lose money once costs are included?
• How does water heater install margin change between brands and supply houses?
• Which technicians achieve the highest profit per call type, not just the highest close rate?
• What is the gross profit per booked call after dispatch fees, marketing cost per lead, and burdened labor?

How DataBlueprint Connects ServiceTitan and Answers Those Questions

DataBlueprint connects to ServiceTitan through its API, read-only. It also connects to QuickBooks Online or Desktop, your payroll platform, and any marketing platform feeding leads into ServiceTitan. The Knowledge Graph builds automatically and links every ServiceTitan call to the dispatched technician, the burdened labor hours, the parts pulled from QuickBooks vendor bills, the marketing source cost, and the overhead allocation for the day. The answer engine is a private LLM running inside your own dedicated environment on AWS Bedrock. Data never leaves that environment and is never used to train a public model. Every answer traces back to the underlying call, invoice, payroll entry, and vendor bill, so when the system says a call type loses money you can click through and see exactly why. Setup runs in one business day. DataBlueprint does not replace ServiceTitan. Dispatch, invoicing, and the call board stay in ServiceTitan. DataBlueprint reads from ServiceTitan and from your accounting and payroll systems to answer margin questions ServiceTitan cannot.

Getting Started: Connecting ServiceTitan to DataBlueprint

ServiceTitan connects through its API with read-only credentials. QuickBooks connects through the Online or Desktop API. Payroll and marketing platforms connect in the same window. First answers typically arrive within hours. Two practical next steps: model the impact of dropping unprofitable call types with the ROI calculator, then read the Concepts page for how the Knowledge Graph turns calls, invoices, and payroll into margin per call type.

Frequently Asked Questions

Does DataBlueprint modify data inside ServiceTitan?

No. The ServiceTitan API connection is read-only. DataBlueprint reads call, dispatch, technician, invoice, and customer data. It does not create, update, or delete records inside ServiceTitan.

Why does ServiceTitan not rank call types by margin?

ServiceTitan tracks revenue, conversion, and dispatch. Margin requires real parts cost from QuickBooks and burdened labor cost from payroll. Those data sources live outside ServiceTitan, so margin ranking cannot be computed inside it.

Can DataBlueprint include marketing cost per call type?

Yes. When the marketing platform (Google Ads, Yelp, ServiceTitan Marketing Pro) is connected, the Knowledge Graph allocates lead cost back to the booked call and the call type. The margin number then includes acquisition cost.

How long does it take to rank call types by margin?

Connections to ServiceTitan, QuickBooks, and payroll complete in one business day. The first margin ranking by call type is usually available the same day.

Is the ServiceTitan data shared with any other tenant?

No. Your data is loaded into a dedicated environment in AWS Bedrock that only your team can access. It is never used to train a public model and is never visible to any other customer.