IFR's Service Robot Counts: How to Read the 238-Company Sample

Is the IFR figure the size of the market?

No. The service robot figures in IFR's World Robotics 2026 Service Robots report, released September 30, 2026, rest on a sample of 238 companies. IFR states that these market data are sample data and are not extrapolated to the entire industry. Read them as a signal of direction, not as a measure of market size or a forecast of demand.

The headline is that worldwide sales of professional service robots, excluding medical robots, rose 24% in 2025 to almost 250,000 units, according to IFR's executive summary. That is a count from the surveyed companies. It is not a tally of every service robot sold anywhere.

IFR also advises against combining or comparing its figures with data from other World Robotics reports. The sample changes each year, so a figure set beside a number from another analyst may describe different ground. Keep the report's numbers in their own column.

What does the 238-company sample include?

The release says every figure in the service robots yearbook is based on a sample of 238 companies. The brief describes them as suppliers, and the release itself uses the word companies. Either way, the group is a set of respondents, not a census of the market.

IFR's sources and methods document describes the statistical population behind the work. Check that page for how the responding companies relate to that wider population before you quote any figure. The gap between sample and population is where careless readings begin.

Why can a 24% rise mislead?

Because the sample composition changes from year to year, a 2026 figure and a 2025 figure may describe partly different groups of companies. A 24% rise reads like a clean trend line. Some of any change can come from who answered the survey, not only from what was installed.

That is IFR's core caution, and it applies to every edition of the report. When a number moves, the first question is what changed in the sample, and the second is whether the underlying activity actually moved.

Can you add IFR counts to other market figures?

Not in a single total. Persistence Market Research puts the global service robotics market at US$30.4 billion in 2026, according to a search check made for this article. That is a market value in dollars. IFR's headline is a unit count from a survey sample.

The two measure different things, so you cannot divide one by the other to get an average price, and you cannot stack them into a bigger picture. The Vietnamese news summary of the release is secondary coverage, not an IFR source, so cite the IFR documents when you need the original wording.

How should facility leaders use the data for direction?

Use the report to frame direction questions. Is professional service robot activity rising overall, and are the categories you care about moving with it? A sample-based trend can answer those questions roughly, which is what it is good for.

• Ask which categories moved, not only the total, and check whether the same categories appear in both editions.
• Label each figure with its report year so a 2026 count never sits in a chart beside a 2025 one without a note.
• Write down what you would need to see on your own floors, such as unfilled night hours or a cleaning backlog, before acting.
• Set a review date so a newer edition replaces an old reading rather than piling on top of it.

Which misreadings should you avoid?

The most common error is treating a unit share as a revenue share. Units and dollars move differently when machines vary in price and size, so a rise in units says little about spending. Another error is reading a past growth rate as a forecast for next year.

A third error is assuming the surveyed companies represent your region or your segment. A global sample can describe the world and still tell you little about a single hospital, hotel, or warehouse. Treat any matching of IFR numbers to your site as a hypothesis to test, not a finding.

Where does a lease quote fit in?

Service Robot Co. is an OEM-neutral integrator for US businesses. We pick the right robots across manufacturers for the task, then lease each unit to the customer through financing on a 3-year lease with one fixed payment quoted after a site assessment. We deploy, integrate, train, and service every unit through a nationwide US engineer network.

The site assessment is where a sample trend becomes your own figure. We measure your floors, your hours, and the uptime your operation needs, so the quote reflects your site rather than an industry average. That is the step where IFR's direction turns into a decision you can defend.