🎓 CoursesBack office & financeIntermediate⏱ 60 min

Managing payments by KPI: authorization, conversion, fraud, and costs. 7 chapters and a final quiz.

Turn payments from a cost center into a margin lever. Measure and segment the authorization rate (gross and net, by BIN, issuer, and country), track checkout conversion and 3DS metrics, and keep fraud and chargeback ratios below the 2026 VAMP and ECM thresholds. Then break down the true cost per transaction (effective MSC, blended vs. IC++), make reconciliation and settlement times reliable, build an actionable dashboard, negotiate with your PSP armed with data, and run rigorous checkout A/B tests.

Chapter 1. Payments: cost center or margin lever?

In most companies, payments are treated like plumbing: as long as the money comes in, nobody looks. That indifference shows up on the books. Between the confirmed cart and the euro reconciled at the bank, every step leaks: abandonment, authorization declines, fraud, fees, reconciliation gaps. Every one of these leaks can be measured. A team that manages these indicators wins back points of revenue and margin without acquiring a single new customer.

Six stages, six leaksthe KPI that measures itownerfrom cart to marginCheckout sessionsleak: cart abandonmentcart abandonment rateProduct / UXPayment attemptsleak: drop-off during 3DSSCA failure rateFraud / PSPAuthorization requestsleak: issuer declinesauthorization ratePaymentsApproved authorizationsleak: missed capturecapture rateBack officeCaptured transactionsleak: disputes and frauddispute rateRiskNet proceedsleak: feespayment cost as %FinanceMargin collectedwhat you actually keepEvery leak has a KPI and a named owner: without an owner, the rate doesn't move.
The payment funnel: six steps, six kinds of leakage
Customer
Reaches checkout
Leak 1: abandonment (friction, missing payment methods)
PSP
Submits the payment attempt
Leak 2: technical failures, abandoned 3DS
Issuer
Approves or declines
Leak 3: declines (codes 05, 51…)
Network
Clears the transaction
Leak 4: fraud, future chargebacks
Acquirer
Settles funds at D+1 to D+3
Leak 5: fees (MSC), reserves, delays
Back office
Reconciles and books
Leak 6: unexplained gaps, staff time

The math is brutal. On €100 million in volume, +1 point of authorization rate ≈ +€1 million in revenue at zero acquisition cost, and -10 basis points of MSC = +€100,000 in margin. Conversely, crossing the threshold of a card network monitoring program (VAMP, ECM) costs fines, fees, and at worst the termination of the acquiring agreement.

≈ 70 %
average e-commerce cart abandonment rate
Baymard Institute, 2025
0,053 %
card fraud rate in France in 2024, the benchmark to beat
OSMP (Banque de France), 2025 report
15-40 €
typical handling fee per chargeback, on top of the amount lost
✅
Acceptance
Gross and net authorization rate, by segment. The king of revenue KPIs.
🛒
Conversion
Checkout conversion, 3DS abandonment, completion rate by payment method.
🚨
Risk
Fraud rate (in basis points), chargeback rate, VAMP/ECM ratios, false positives.
💸
Cost
Effective MSC, full cost per transaction, hidden fees, card mix.
⚙️
Transactions
Auto-reconciliation rate, open discrepancies, PSP incidents.
🏦
Cash flow
Settlement time, funds held in reserve, payout predictability.
🔑
A management KPI has three attributes
A written definition (numerator, denominator, scope), an analysis dimension (by country, issuer, payment method, etc.), and an alert threshold with an owner. Without these three attributes, a single overall figure on a screen is decoration, not management.
🎯 Quick question
For a merchant with €100 million in annual volume, roughly what is one extra point of authorization rate worth?