
Published benchmarks for this trade fail for 1 structural reason, and it is not that the numbers themselves are wrong. 7 measures are worth tracking in their place, and the only comparison that reliably holds is against your own business as it stood 12 months ago.
Every owner wants to know whether their numbers are normal. It is a reasonable question and the available answers are worse than they look.
Industry figures for field service mix residential and commercial, mix trades with completely different parts intensities, and use definitions that vary between sources. A margin figure that includes the owner's labor and one that excludes it are not comparable, and neither source usually says which it did.
Which leaves a better approach: track a small set of measures consistently, compare yourself against your own past, and use published figures only to check that you are not wildly outside the range.
| Measure | What it tells you |
|---|---|
| Gross margin, split by stream | Whether the work is priced correctly |
| Billable hours per technician | The denominator under every rate decision |
| Callbacks within 30 days | Quality, and hidden capacity |
| Revenue per technician | Scale, and whether growth is real |
| Days from completion to invoice | The cash-flow number you fully control |
| Contract share of revenue | Predictability, and the shape of the year |
| Jobs closed with a piece of equipment attached | Whether any of the above can be trusted |
The last row is the precondition. Where it is low, every other figure is calculated over a partial and unrepresentative sample.
Roopairs holds equipment asset records with jobs attached to the equipment, purchase orders and parts inventory, which is what makes that seventh measure something you can move.
Three problems, and the second is the one nobody accounts for.
Definitions vary. Gross margin, utilization and even revenue per technician are calculated differently across sources, and the differences are larger than the variation they claim to measure.
Work mix varies more than anything else. A service company doing mostly reactive repair on old equipment and one running a large contract book have different margin structures, different parts intensities and different utilization. Both are commercial kitchen service companies.
And survivorship. Figures assembled from businesses willing to submit data are assembled from businesses who know their numbers, which is not a random sample of this trade.
Three comparisons, in order of usefulness.
Yourself, twelve months ago, measured identically. This is the only comparison that controls for work mix, geography and size, because all three are held constant.
Your own segments against each other. Refrigeration against cooking equipment, contract against reactive, one region against another. The differences are real and the definitions are identical by construction.
And your quoted figures against your delivered ones. Where quoted margin and actual margin diverge on the same job type, that is a benchmark you cannot get from anybody else and it points directly at a fixable input.
Because it catches the failure mode that headline revenue hides.
A business adding technicians will grow revenue whatever else happens. Revenue per technician tells you whether the additional people are producing at the rate of the existing ones.
Where it falls as the team grows, one of two things is happening: there is not enough work to keep everybody busy, or the administration around each job has grown faster than the field capacity.
The second is common and fixable. It usually means the office has become the constraint, which is a records problem rather than a hiring one.
Point one is where most attempts fail. A definition adjusted mid-series to make a figure look reasonable destroys the only property that made the series useful.
Check the sample before changing the business.
A poor gross margin calculated from jobs where half the parts were entered at pricebook cost is a poor calculation before it is a poor margin.
A low utilization figure built from time entries reconstructed on Fridays is measuring how people fill in forms rather than how they spend days.
So the first response to an uncomfortable number is to establish whether it is real. That takes an afternoon, and it prevents the more expensive mistake of acting on a measurement error.
The same caution applies in the other direction. A figure that looks reassuring while a quarter of the work is missing from the calculation is the more dangerous of the two, because nobody investigates good news.
The pain starts around your third or fourth technician, which is where an owner's own sense of how the business is doing stops being reliable and these measures become the only view.
Roopairs runs a product tour where you can see the jobs, equipment records and purchase orders these numbers come from.
“Roopairs is a top notch software that is enabling us to better serve our restaurants!!! From the Estimate to Job automation, to the Inventory and Invoicing, Roopairs is just what we needed to take our service to the next level.” — Clif Schrock
Only as a rough range check. They mix residential and commercial, mix trades with different parts intensities, and use definitions that vary between sources by more than the variation they claim to measure.
Seven measures: gross margin split by stream, billable hours per technician, callbacks within thirty days, revenue per technician, days from completion to invoice, contract share of revenue, and jobs closed with a piece of equipment attached.
Because where a large share of jobs have no equipment attached, every other figure is calculated over a partial and unrepresentative sample of the work.
Yourself twelve months ago, measured identically. It is the only comparison that controls for work mix, geography and size, because all three are held constant.
Because headline revenue rises whenever you add people. Revenue per technician tells you whether the new people are producing, and a fall usually means the office has become the constraint.
Check whether it is real before acting. A poor margin calculated from pricebook parts costs, or a low utilization built from time reconstructed on Fridays, is a measurement problem first.
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