A factor builds a broker-credit-scoring policy by combining a few independent data sources into one repeatable read on each debtor: a freight-specific credit score, the broker’s days-to-pay trend, trade references, and public filings. You then convert that read into two dials, a debtor credit limit and an advance rate, and hold both inside the concentration cap you already set.
Search this question and you get two kinds of results: credit-bureau tools selling you a report, and pages teaching a carrier how to check one broker before hauling a load. Neither answers the operator’s question. As a factor you aren’t checking one broker before one load. You’re running a scoring policy that prices risk across your whole book, every day. This guide is that policy. It sits one level below our underwriting guide: underwriting is the go/no-go decision on an account, and this is the scoring engine that feeds it.
Score the debtor, because the debtor is who pays
The value of a policy is consistency. A gut read on a broker moves with your mood and your volume; a written policy applies the same test to every debtor, records the answer, and makes the next reviewer reach the same conclusion. That consistency is what lets you grow without your risk standards quietly loosening.
The debtor here is the broker or shipper who owes the invoice, not the carrier client who sold it to you. We hold that split because it decides everything downstream. The carrier’s paperwork tells you the invoice is real; the debtor’s credit tells you whether you’ll be paid for it. Score the wrong party and your policy measures the wrong risk. Underwriting the carrier and scoring the debtor are the two sides of the same file, and we keep them separate on purpose.
Combine the data sources into one read
No single source sees the whole broker, so a sound policy layers several and lets each cover the others’ blind spots.
- A freight-specific credit score. Transportation credit bureaus rate brokers on how reliably they pay. Ansonia is the score most carriers and factors judge a broker by, and TransCredit is another that reports broker scores and payment trends. Pick one as your standard so every account is measured the same way.
- Trade references and your own aging. A freight score is built from what other creditors report. Ansonia becomes available once “data contributors” (factoring companies, carriers, fuel and other vendors) report a broker’s payments for three straight months. Your own accounts-receivable aging on that debtor is a trade reference too, and usually the sharpest one you hold, because it is first-hand.
- Public filings. Liens, judgments, and bankruptcy records are the distress signals a score can lag. Business credit reporting pulls these public filings and trade references together with payment history precisely because a broker under real strain often shows it in the court record before the score catches up.
Reading a filing is operational due diligence you do every day. Whether a given lien changes your legal position on a receivable is a question for qualified factoring counsel, not something a scoring policy answers. Keep that line clean.
Read the score and the days-to-pay together
A freight broker score runs on a 0-to-100 scale, and the working risk tiers most operators use are roughly 87 to 100 low risk, 70 to 86 medium, and 0 to 69 high risk. Use the tier as a screen, not a verdict.
The figure that tells you the most sits underneath the score. Days-to-pay is the average time a broker actually takes to pay after invoice, and payment timeliness is the single biggest driver of the score itself. Since most freight terms are 30 days, a broker drifting toward 45 or 60 is telling you something the headline number may not have caught up to yet. Read the trend, not only the level. A score of 84 that is sliding is a different animal from an 84 that is climbing, and a policy that reacts only to the current number will fund the first one right up until it fails.
Turn the score into a debtor credit limit
A credit limit is the most exposure you will carry on one debtor at a time. Commercial credit practice treats the limit as a lifecycle, not a one-time stamp: set it from the debtor’s credit data and payment history at onboarding, then monitor and adjust it as behavior and risk signals change.
For a factor, two numbers bound that limit at once. The debtor’s score tier sets how much you are willing to risk on their credit. Your concentration cap sets how much you are willing to risk on any one name, however clean their credit looks. The lower of the two wins. A bulletproof broker with an eight-figure appetite still cannot exceed the share of your book your concentration policy allows, because the credit limit protects you from being wrong about one debtor and the cap protects you from being right about too few. Bank supervisors treat a single account at 10% or more of the receivables portfolio as concentrated and commonly cap concentrated accounts at 10 to 20% of the borrowing base (OCC handbook). Write both numbers down before the volume shows up, not after.
Turn the score into an advance rate and reserve
The same score sets your second dial. Advance rates in freight factoring run roughly 70% to 95% of the invoice, and the debtor’s credit strength is one of the levers that moves you inside that range. Stronger brokers and shippers lower the risk of disputes and late payment, which supports a higher advance; a weaker or unproven debtor argues for a lower one and a larger reserve. Bank supervisors describe the same discipline in receivables lending, where advance rates are adjusted to the quality of the customer base and weaker receivables are held back as ineligible.
The reserve is where a score you are unsure about does the least damage. Holding more back on a medium-tier debtor keeps you funding the relationship while capping what you lose if it slips. Price the risk you measured. Don’t advance around it.
Re-score on a cadence, not once
A score is a snapshot, and a broker’s finances move. Build the re-review into both your calendar and your triggers. Commercial credit practice reviews the highest-exposure accounts quarterly and the rest annually, with out-of-cycle reviews fired by events like a new UCC filing, a payment-pattern change, or restructuring news. For a factor, your largest debtors, the ones sitting nearest your concentration cap, earn the tightest cadence, because that is where a slip costs the most.
This is also where the policy pays you back. Factors are among the largest reporters of broker payment behavior to the freight bureaus, so the aging you feed in becomes part of the score you will read next quarter. Report it accurately and the whole system, yours included, returns a truer read.
The part the tool marketing skips
Every result in this search is either selling you a credit report or teaching a trucker to check one broker. A report is an input. A policy is what you do with a hundred of them, consistently, while volume is pushing you to skip the step. Pulling a score was never the hard part. The hard part is holding the line on the medium-tier broker your best carrier loves, and knowing which 84 is fine and which 84 is a warning.
FRC’s founder, Renee Williams, built a freight factoring company from the ground up across 25+ years, leading credit and underwriting operations and designing the scoring and limit policies that decided what got funded. Broker-credit scoring sits inside FRC’s Factoring Consulting and Risk Advisory work and the 90-Day Operational Audit, which reviews collections, onboarding, risk, technology, staffing, and financial reporting and delivers a written assessment with a prioritized 12-month roadmap. The operators we’ve worked with, including MinWest Financial and MyFactor, understood finance but not the operational realities of transportation credit. We don’t promise a book that never takes a loss. We help you build the scoring policy, the limits, and the review discipline that keep one broker from setting the price of a bad quarter.