Risk Scoring
What is a merchant cash advance risk score?
How funders turn bank-statement data into an explainable score that drives every decision.
A merchant cash advance risk score is a single, data-driven measure of how likely a deal is to repay, built from bank-statement signals like revenue trend, average balances, NSF frequency and existing MCA positions. Funders use it to approve, decline or price a deal. The best scores are explainable — an underwriter can see exactly why.
What goes into the score
| Signal | Why it matters |
|---|---|
| Revenue trend | Growing, flat or declining deposits over 3–6 months. |
| Average daily balance | Cushion to absorb daily or weekly remittances. |
| NSF / overdraft frequency | Cash-flow stress and repayment risk. |
| Existing MCA debits (stacking) | How much of revenue is already committed. |
| Deposit consistency | Stable, predictable inflows vs. lumpy or manipulated ones. |
Risk score vs. “paper grade”
Many funders grade deals A–D (a “paper grade”) to set factor rate and advance size. A risk score is the quantified, repeatable engine behind that grade — reducing subjectivity and making decisions consistent across underwriters.
Why explainability matters
A black-box score you can’t defend is a liability with partners and regulators. MCA Verify produces an explainable deal risk score — showing the underlying signals — and records it in an immutable audit trail, so every approve or decline is transparent and reviewable.
Frequently asked questions
How is an MCA risk score different from a credit score?
A consumer credit score reflects personal credit history. An MCA risk score is built mainly from the business’s bank-statement cash flow — revenue, balances, NSFs and existing positions — which better predicts advance repayment.
Can a risk score be explained to a partner or auditor?
It should be. Explainable scoring shows the signals behind the number, and pairing it with an audit trail makes each decision defensible.
Does a risk score replace the underwriter?
No. It automates the data work and standardizes risk assessment; underwriters still make the final call with better, faster information.
Related questions
- What software do MCA funders use to underwrite deals?
- How do lenders detect doctored or altered bank statements?
- Best MCA underwriting tools: a 2026 buyer’s guide
- How can MCA funders speed up underwriting?
Underwrite MCA deals in minutes, not days
See MCA Verify analyze statements, score risk, and log every decision.