Why days sales outstanding can't carry your AR reporting alone
Most finance teams hand leadership one receivables number, usually days sales outstanding, and hope it tells the whole story. It rarely does. When cash arrives slower than forecast, DSO confirms there is a problem but says little about where it started. Was it a late invoice, a payment stuck in manual matching, a customer extended too much credit? The 20 Best KPIs for Accounts Receivable, an e-book from Billtrust, answers that by organizing accounts receivable KPIs around the part of the order-to-cash process each one actually measures.
The result is a way to trace slow cash back to its source and report on it in terms your CFO, your managers and your operations staff can each act on.
Accounts receivable KPIs for every stage of order-to-cash
The guide covers 20 metrics grouped into five functional areas, so you can see which numbers belong to which team and which ones should be read together. You'll find:
- Invoicing metrics that show how quickly and accurately bills reach customers, including the growing headache of AP portal uploads
- Payments metrics covering speed, payment methods, card acceptance costs and how much of your remittance handling runs without human touch
- Cash application metrics built around match rates and the remittance problems that drag them down
- Collections metrics, including the collections effectiveness index and the AR turnover ratio
- Credit metrics that balance sales growth against the risk of writing off uncollectible accounts
Each metric comes with a plain explanation of what it measures, what a high or low result usually signals, and how it connects to the others. That last part matters. The guide is direct about the limits of DSO, explaining why chasing it in isolation can mislead you, and it breaks down the four biggest influencers behind it so you know which levers to pull first.
You'll also see how the collections effectiveness index differs from timing-based measures, why it gives weight to high-value invoices, and why AR leaders are paying closer attention to it as delinquency risk rises. The guide includes the formula for calculating it, along with a benchmark to compare your own score against.
The guide also comes with an interactive "periodic table" of AR metrics. It shows which KPIs pair well, what result your team should aim for, and whether each metric belongs on an executive, management or operations report. Once you've read the detail, it works as a one-page reference for building your own dashboard.
Matching AR metrics to how automated your team is
Not every team should track the same things. A department still working from paper and spreadsheets needs different measures than one with automated invoicing and AI-driven cash application. The e-book closes with a three-stage maturity model that links where your operation stands today to the metrics most worth your attention, and to the ones you'll want to add as you automate.
That makes it useful for more than reporting. If you're building a case for AR automation, it helps you show which metrics should improve and why. If you're new to running receivables, it gives you a sensible starting point instead of a long list of numbers you aren't ready to act on.
Along the way, the guide draws on Billtrust's work with its own customers, including a manufacturer that sharply cut its bad debt write-offs and a team that used match-rate reporting to win staff over to AI. These examples show what the metrics look like when someone actually manages to them.
Download the full guide to AR metrics
Get the complete e-book to see all 20 accounts receivable metrics explained by functional area, the four factors that move DSO most, the CEI formula with its benchmark, target results and reporting levels in the interactive periodic table, and the maturity model that shows which KPIs fit your team now. Fill out the form to download your copy and start building a dashboard that shows not just how fast cash comes in, but why.