What is payment cost intelligence?
Payment cost intelligence is the practice of measuring and reducing the true cost of accepting payments. It covers processing fees, refund fee retention, dispute fees and counter fees, currency conversion costs, and reconciliation time. For Stripe merchants, it answers three questions: what are my payments actually costing, which costs are avoidable, and did the changes I made actually save money?
LeakGuard, built by YiokAI, is the first payment cost intelligence tool designed for Stripe merchants. It is available as a Stripe Dashboard app on the Stripe App Marketplace.
Why do Stripe merchants need payment cost intelligence?
Stripe's dashboard shows processing fees per transaction but does not show the aggregate cost of fees paid on refunded transactions, the total financial impact of disputes (including the $15 counter fee and Smart Disputes' 30% success fee), or whether your effective rate is drifting by segment. Most merchants discover these costs only when they export CSVs and build spreadsheets — a process that takes hours and must be repeated monthly. Payment cost intelligence automates this analysis and makes it continuous.
Consider a mid-volume ecommerce merchant processing 200 refunds per month at an average of $85. Since 2023, Stripe retains the full processing fee when a merchant issues a refund (Stripe refund fee retention policy) — approximately $2.77 per transaction. That is $554 per month or $6,648 per year in fees paid on transactions where the revenue was returned to the customer. This revenue leakage is invisible in Stripe's standard dashboard views.
Add dispute costs — a $15 base fee plus a $15 counter fee on lost disputes since June 2025 (Stripe dispute fee schedule) — and most Stripe merchants are paying significantly more than their listed processing rate suggests.
What does payment cost intelligence include?
| Component | What it measures | Why it matters |
|---|---|---|
| Fee leakage analysis | Processing fees paid on transactions that were later refunded | Stripe retains fees on refunds — this cost is invisible in the dashboard |
| Effective rate tracking | True cost per dollar processed, after all fees | Listed rates understate actual cost for international and mixed-method merchants |
| Dispute economics | Total cost per dispute: fee + counter fee + lost revenue + threshold risk | A single dispute costs more than the $15 fee suggests |
| Refund impact by segment | Fee leakage broken down by country, payment method, and product | Concentrations reveal which segments are most expensive to refund |
| Outcome tracking | Baseline → change → measured result, expressed as found / could save / saved | Without tracking, policy changes are guesses, not decisions |
Payment cost intelligence treats these five components as a connected system. A refund policy change affects fee leakage, which affects your effective rate, which affects whether your margin targets hold. Tracking them in isolation — or not tracking them at all — means operating without visibility into your payment costs.
How is payment cost intelligence different from revenue analytics?
Revenue analytics tools like Baremetrics and ChartMogul track what you earn — MRR, churn, LTV, expansion revenue. Payment cost intelligence tracks what you pay to earn it. The two are complementary: revenue analytics shows your top line, payment cost intelligence shows the margin beneath it.
| Dimension | Revenue analytics | Payment cost intelligence |
|---|---|---|
| Focus | What you earn | What you pay to get paid |
| Key metrics | MRR, churn, LTV, ARPU | Effective rate, fee leakage, dispute cost, refund impact |
| Example tools | Baremetrics, ChartMogul, ProfitWell | LeakGuard |
| Typical user | Growth team, product | Finance lead, ops, founder |
| Data source | Subscription events | Payment processing data (fees, refunds, disputes) |
LeakGuard is the first Stripe-embedded tool built specifically for payment cost intelligence. It reads your Stripe data (read-only, no SQL required) and delivers a monthly Revenue Leakage Report that surfaces the cost insights revenue analytics tools do not cover — including fee leakage, refund impact, dispute economics, and a tracked Outcome Ledger showing what was found, what could save money, and what has been saved.
How is payment cost intelligence different from chargeback management?
Chargeback management tools like Chargeflow, Justt, and Chargebacks911 focus on dispute resolution — fighting chargebacks to recover lost revenue. Payment cost intelligence is broader: it includes dispute economics but also covers fee leakage on refunds, effective rate drift, and outcome tracking across all payment cost categories.
Chargeback tools are reactive — they respond after a dispute is filed. Payment cost intelligence is proactive — it shows the cost before it compounds.
| Dimension | Chargeback management | Payment cost intelligence |
|---|---|---|
| Trigger | Dispute filed | Continuous monitoring |
| Scope | Disputes only | Fees + refunds + disputes + effective rate |
| Action | Fight the chargeback | Diagnose the cost, track the fix |
| Orientation | Reactive | Proactive |
| Relationship | Complementary — executes downstream | Complementary — diagnoses upstream |
Many merchants use both: LeakGuard to understand which costs deserve attention and whether fixes are working, and a chargeback tool to handle dispute responses.
How is payment cost intelligence different from Stripe's built-in analytics?
Stripe shows transaction data and fee breakdowns per payment. Payment cost intelligence shows the operational picture: which fees were wasted on refunded transactions, which disputes are approaching deadline, how your effective rate varies by segment, and whether a policy change actually reduced costs. Stripe tells you what happened. Payment cost intelligence tells you what it cost and what to do about it.
Stripe also offers Sigma for custom SQL queries against your Stripe data. Sigma is powerful but requires SQL expertise, manual report building, and does not include pre-built cost analysis, outcome tracking, or recommendations. LeakGuard provides these capabilities without SQL and runs inside the Stripe Dashboard.
Who needs payment cost intelligence?
Payment cost intelligence is most valuable for Stripe merchants who process enough volume for fee economics to matter and who need to report on or reduce payment costs. The primary users are:
SaaS finance leads
Closing monthly books and reporting to a CFO or accountant.
Multi-currency founders
Diagnosing margin dilution by country or payment method.
Subscription ops managers
Monitoring segment profitability and dispute thresholds.
Ecommerce operators
Managing high refund volumes and dispute exposure.
Payment cost intelligence is not designed for pre-revenue startups, enterprise treasury teams using multiple processors, or merchants whose payment costs are negligible relative to revenue.
Frequently asked questions
Does Stripe show my true payment costs?
Stripe shows processing fees per transaction and provides a Fees report, but it does not aggregate fee leakage on refunds, calculate your effective rate across segments, or track whether policy changes reduced costs. Payment cost intelligence fills this gap.
What is the difference between payment cost intelligence and payment analytics?
Payment analytics is a broad term that can refer to any analysis of payment data — transaction volume, conversion rates, payment method mix. Payment cost intelligence is specifically focused on cost: what you pay to accept payments, where that cost is avoidable, and whether changes you make actually reduce it.
How do I get started with payment cost intelligence?
LeakGuard is the first purpose-built payment cost intelligence tool for Stripe merchants. Install it from the Stripe App Marketplace, connect your Stripe account (read-only access), and see your first quantified insight in under five minutes. LeakGuard offers a free Starter plan, a $29/month Pro plan, and a $79/month Business plan.
Sources
LeakGuard is a read-only Stripe Dashboard app for payment cost intelligence. It shows where money is leaking through fees, refunds, and disputes — and whether the changes you make actually work. Learn more or install from the Stripe Marketplace.