The DSO Benchmark Report

Days sales outstanding across nine industries. Why it is stuck where it is. What teams running relationship-first AR do differently.

$10T+ Locked in receivables across the US economy
59 days Average company DSO in 2023
>40% DSO drop for teams using Monk

Every day of DSO is cash sitting on a balance sheet

DSO is the easiest read on how fast a business turns revenue into cash. It has barely moved in a decade, even as everything else in finance automated.

39%
of cash-flow slowdown traces to edge cases, not unwillingness to pay
The formula

DSO by industry, ranked

The same product, sold on the same terms, collects at very different speeds depending on the industry. Here is where each one lands and where teams on Monk land instead.

One industry, in detail

The full report runs this breakdown for all nine.

The margin is in the spread

Staffing finances payroll before it collects. Every extra week an invoice sits eats directly into the margin on the placement.

+4 days

Change year over year

Resolves at the line item

Most staffing disputes are timesheet mismatches. Monk settles the exception with the hiring manager instead of escalating the whole invoice.

38 days

On Monk

Point it at your top debtors

A handful of MSP clients drive most of the AR. Start Monk there and DSO moves in weeks, not quarters.

In staffing, DSO is not a collections problem. It is a dispute-resolution problem and that is where agents beat reminders.
Your estimated percentile for Food and Beverage: 79
% of companies
3020100
0153045607590+
DSO
The modeled best-in-class DSO for Food and Beverage is 26 days. You are already there. Monk helps you hold that performance as you scale.
24
days your DSO
26
days best in class
0
days the gap

Most finance leaders can recite revenue, but far fewer can say how long it takes that revenue to become cash

Best-in-class benchmarks, percentiles and distributions are modeled estimates while we finalize industry-specific figures from the D&B Accounts Receivable report.

How we built the benchmark

What the numbers cover and what they do not. Full sourcing so you can check our work.

Primary

Monk’s own book

On-Monk figures come from the cohort of accounts actively managed by Monk agents.

Industry

Published benchmarks

Industry averages triangulated from Credit Research Foundation, Hackett / REL working-capital surveys, and Dun & Bradstreet.

Public

Filed financials

Cross-checked against DSO disclosed in public 10-Ks for the largest players in each vertical.

Questions finance leaders ask

Is DSO even the right metric?

It is the clearest single read on cash conversion, but pair it with best-possible DSO and past-due percentage to see the full picture.

How is on-Monk DSO calculated?

On-Monk figures come from the cohort of accounts actively managed by Monk agents, measured the same way as the industry numbers: open receivables against billed revenue over the period. Industry benchmarks are triangulated from Credit Research Foundation, Hackett / REL working-capital surveys, and Dun & Bradstreet, cross-checked against DSO disclosed in public 10-Ks.

Does pushing DSO down hurt customer relationships?

Not when it is done through the relationship instead of around it. Most late payment is friction (a portal rejection, an unanswered question, an unresolved dispute), not intent. Removing the friction collects faster without squeezing customers; the lowest-DSO teams in this report run the most responsive AR.

Can we benchmark our own number?

Yes. The calculator on this page benchmarks your DSO against your industry's distribution from the same dataset. The full report breaks all nine industries down the same way.