Executive Summary: Buying a portfolio of defaulted paper is not an underwriting exercise. The question is not whether an obligor will repay; it is whether the paper you are buying is backed by a judgment that actually exists, was properly entered, has not been satisfied or vacated, and is still inside its enforcement window. Court records are the only place those four facts live, and the share of a tape you can verify against them is the single largest input into what the tape is worth.
What Makes Buy-Side Diligence Different From Underwriting a Borrower?
An underwriter looks forward. A portfolio buyer looks backward at a paper trail someone else created, often years ago, and decides how much of it survives contact with a courthouse record.
What Question Is the Portfolio Buyer Actually Asking?
The buy-side question is collectibility, and collectibility decomposes into two independent conditions. First, does an enforceable legal obligation exist in a form a court will recognize. Second, is there anything left to collect against. A file can fail either test while looking perfectly clean on a spreadsheet. A judgment that was vacated on a motion to open a default is worth nothing regardless of the obligor's bank balance, and a pristine, timely, correctly docketed judgment against a dissolved shell is worth almost as little.
Why Does the Seller's Tape Rarely Answer It?
The Consumer Financial Protection Bureau has described debt portfolios that arrive as "little more than spreadsheets containing purported information about debts" without the underlying contracts or documentation evidencing the existence and amount of the debts.[1] That is a structural feature of how paper moves rather than a slur on sellers. Each resale strips context, and by the third owner the tape may carry a case number keyed from a scanned document, an obligor name that no longer matches the entity of record, and a balance last reconciled before two partial payments landed.
What Does "Verifiable" Mean in Pricing Terms?
Verifiable means you can independently reproduce the claim from a primary source: not the seller's file, not a broker's summary, not a data aggregator's derived field, but the court's own docket. Portfolio pricing is a function of the verifiable-and-enforceable share, and every file you cannot reach with a primary source has to be priced as if it might be one of the bad ones. Buyers who skip this step are buying a distribution they have not measured.
How Do You Confirm a Judgment in the Tape Actually Exists?
Existence verification sounds trivial until you attempt it at volume across inconsistent county systems.
What Fields on the Tape Map to Court Record Fields?
At minimum you need case number, filing court and division, party names as captioned, entry date, and judgment amount. Tapes commonly supply a case number and a debtor name and little else. The captioned party name is the field that breaks matching most often, because collections files carry a trade name while the docket carries the registered legal name, or the reverse.
What Does a Properly Entered Judgment Look Like on the Docket?
A judgment is not a filing; it is an entry. You are confirming that the clerk docketed a judgment, on a date, for an amount, against a named party. Docket text showing a complaint filed and nothing after it is a lawsuit, not an asset. A stipulation of settlement rather than an entered judgment is a contract claim with different enforcement mechanics and a different limitations period.
What Are the Common Failure Modes?
The failures cluster into a small number of recurring patterns:
• Case number transcription drift. A digit or index-year prefix dropped during a prior resale, leaving a number that matches nothing.
• Wrong court. A file recorded as a state supreme court matter that was actually filed in a civil or county court with different indexing.
• Party mismatch. Judgment entered against an individual guarantor while the tape lists the operating entity, or against a d/b/a that never existed as a registered name.
• Disposition mislabel. A discontinuance or dismissal coded as a judgment in the seller's system.
• Duplicate paper. The same underlying obligation appearing twice after a partial portfolio split, sometimes in two different tapes from two different sellers.
• Amount drift. A docketed amount that excludes costs and interest the tape has already capitalized, or includes them twice.
Every one of these is cheap to catch against a live docket and expensive to discover after close.
Has the Judgment Already Been Satisfied, Vacated, or Modified?
An existing judgment is not necessarily a live judgment. Post-entry activity is where a meaningful slice of any aged tape dies.
How Does a Satisfaction Show Up in the Record?
In New York, the clerk enters satisfaction or partial satisfaction on the docket of the judgment upon the filing of a satisfaction-piece or partial satisfaction-piece.[2] That is the artifact you are looking for, and the partial variant matters as much as the full one. A partially satisfied judgment still enforces, but the collectible balance is not the number on the tape. Buyers who check only for full satisfactions systematically overpay on partially collected files.
What Grounds Vacate a Judgment After Entry?
New York's relief-from-judgment statute lists excusable default, newly discovered evidence, fraud or misconduct by an adverse party, lack of jurisdiction, and reversal or vacatur of a prior judgment on which the judgment rests.[3] Default judgments are the highest-risk category in a distressed tape precisely because the excusable-default ground is available and frequently invoked. A judgment entered on a default that the obligor is actively moving to open is not a defect you want to discover through your own collection notice.
Why Do Confession-of-Judgment Files Deserve Extra Scrutiny?
Paper originated by merchant cash advance funders often traces back to confessions of judgment, and New York changed the rules on those in 2019. Senate Bill S6395 amended the confession-of-judgment statute to restrict filing venue to counties tied to the debtor's residence, closing the practice of filing against out-of-state debtors in New York courts.[4] Any confessed judgment in a tape with an entry date near that change deserves an individual look at venue and at whether the underlying affidavit satisfies current requirements. Aged confessed paper against out-of-state obligors is the classic case of files that look enforceable on a spreadsheet and are not.
Is the Judgment Still Enforceable, or Has the Clock Run?
Judgments expire. This is the diligence step most commonly compressed into a single tape column that nobody validates.
How Long Does a New York Judgment Last?
New York gives judgment creditors a twenty-year horizon to collect, but automatic real property lien status runs only for the first ten years from first docketing. The renewal mechanism in CPLR 5014 permits an action upon the judgment where ten years have elapsed since first docketing, or where the judgment was entered by default for want of appearance with service other than personal delivery, and the resulting renewal judgment's lien takes effect upon expiration of the original ten-year period.[5] The practical consequence for a buyer is a hard date. A file in year nine carries a renewal action that must be commenced inside a specific window, and that action is a cost and an execution risk you are inheriting.
How Does Florida Handle Lien Duration and Rerecording?
Florida runs on a different mechanic. For certified copies first recorded on or after July 1, 1994, the judgment is a lien for an initial period of ten years from the date of recording, extendable for an additional ten years by rerecording a certified copy before expiration together with a simultaneously recorded affidavit stating the lienholder's current address.[6] Miss the simultaneous affidavit and the extension does not take. An outer boundary sits in a separate section: no judgment is a lien upon real or personal property in Florida after twenty years from entry.[7] Florida courts have generated real uncertainty around judgment lien mechanics, which is a reason to verify recording history rather than assume it.[8]
How Should Renewal Windows Change Your Bid?
Treat time-to-expiry as a pricing dimension, not a footnote. Segment the tape into files with more than five years of runway, files inside a renewal window that requires action within twelve months, and files past the point of practical revival. Those are three different assets with three different costs to service, and a blended price across all three transfers value to the seller.
Does the Obligor Entity Still Exist and Who Else Is in Line?
A judgment is a claim against a person or entity. If the entity is gone, or if three secured parties sit ahead of you, the judgment is a number on a page.
What Does the SOS Record Tell You About Collectibility?
Secretary of State status is the fastest read on whether there is a legal person left to enforce against. Active and in good standing, administratively dissolved, voluntarily dissolved, or merged into a successor are four different collection strategies with four different expected recoveries. Registered agent and principal address also give your enforcement counsel a service path, which matters when the judgment requires a renewal action. Pairing entity status with judgment data is the pattern covered in more depth in judgment lien searches via court records API.
How Do You Find Creditors Ahead of You?
Priority is what turns a nominal balance into an expected recovery. The sources that reveal competing claims are UCC filings against the obligor, other docketed judgments and their entry dates, and recorded liens in the county where assets sit. A judgment that is fourth in line behind three perfected security interests in the same collateral does not price like a first-position claim, and no tape will tell you which one you are holding.
What Happens When the Obligor Has Dissolved?
Dissolution does not automatically extinguish the debt, but it changes everything about the path to money. Successor liability, personal guarantees, and fraudulent transfer theories become the live questions, and each one is a litigation posture rather than a collection call. Price dissolved-obligor files as a separate bucket with a separate assumption about legal spend, or exclude them from the bid entirely and say so.
"If courts are cheap enough, then it's worth it to run on every application automatically." Yehudah Aron, Cucumber Capital
That economic observation is the crux of the buy-side problem too. Verification only changes your bid if the per-file cost of verifying is small enough that you can run it across a meaningful share of the tape rather than a token sample.
How Do You Sample a Tape You Cannot Verify File by File?
On a ten-thousand-file tape, full verification is neither possible nor necessary. Sampling done properly gets you a defensible estimate of the verifiable share.
What Should Go Into the Sample Frame?
Stratify before you sample. The strata that actually predict verification outcomes are jurisdiction, entry-date vintage, judgment size band, disposition type with default judgments separated out, and number of prior owners. A simple random sample across an unstratified tape will systematically under-sample the small, old, multiply-resold files where failures concentrate.
How Do You Extrapolate Verification Rates Into Price?
Verify the sample against primary court records, then compute the verified-and-enforceable rate per stratum and apply it to that stratum's face value. Two disciplines matter. Report a confidence interval, not a point estimate, and bid off the conservative end of it. And treat any stratum where you could not reach a primary source as unverified rather than as verified-by-default, because unreachable is not the same as clean.
When Should You Re-Sample?
Re-sample when a stratum comes back materially worse than the others, when the seller amends the tape after your initial pull, and at close if a meaningful interval has passed since diligence. Post-entry events keep happening during the deal. Satisfactions get filed and vacatur motions get granted while a transaction is papering.
Pricing a New York or Miami-Dade judgment tape and want to see what a live verification run returns against your own files? Book a demo and test against the sandbox jurisdictions before spending a credit.
What Are Your Options for Getting Court Data at Portfolio Scale?
Before naming any single provider, it is worth being clear about the landscape, because the right answer depends on whether your constraint is coverage breadth or integration cost.
What Do the Established Vendors Cover?
Manual courthouse and clerk-portal searching is the ground truth and free at the point of use. Miami-Dade County's Clerk of Courts provides online civil case search and certified copies through its Odyssey case management system.[9] It does not scale to a ten-thousand-file tape. PACER covers federal dockets only, excluding the state civil judgments where most commercial collection paper lives. Unicourt and LexisNexis offer far wider jurisdictional reach and are the correct choice when your tape spans thirty states. CSC and Wolters Kluwer are strong on corporate and UCC filings with court data as an adjacent service. Each solves coverage. What none solves cheaply is the integration problem: getting a structured, current answer into your pricing model without a person in the middle.
Where Does Cobalt's Court Case API Fit?
Cobalt's Court Case API is deliberately narrow. Coverage is New York State and Miami-Dade County, Florida. That is the entire footprint. It is not national, not federal, and not a PACER replacement. The reason for that shape is demand rather than ambition: roughly eighty percent of the funders Cobalt serves file judgments in exactly those two venues, New York because it is the center of alternative lending and Miami-Dade because a large migration of funders to South Florida made it the second hub. Broader jurisdictions are on the roadmap, including a planned human-assisted queue for unsupported venues, but that has not shipped.
For a buy-side team, the honest reading is arithmetic. If your tape is New York judgment paper, this covers most of it. If your tape is national, this verifies a slice and you need a broader provider for the rest. Cameron Kelliher at Elementix put the objection directly: "We'll stay away from the court stuff then. I wish the court stuff was rounded." That is a fair response to a two-jurisdiction footprint, and it is the right call for a national tape.
The mechanics are a single asynchronous call. Results are pulled live from the court site, so there is no cached lag, and each lookup costs one credit, the same as a Secretary of State lookup. Test jurisdictions run without consuming credits.
curl -X GET "https://apigateway.cobaltintelligence.com/courtCases?businessName=Acme%20Logistics%20LLC&jurisdiction=newYork&callbackUrl=https://your-app.example.com/hooks/court" \
-H "x-api-key: YOUR_API_KEY"The callbackUrl parameter is required. There is no synchronous mode. Typical completion runs thirty to one hundred twenty seconds, which for portfolio work is a feature rather than a limit: you fan out a sampling batch, collect callbacks, and reconcile against the tape in one pass. Returned fields include judgment details, case number, case type and division, filing dates, parties, and amounts where the record includes them. Not every court record carries an amount.
What Does a Diligence Run Look Like End to End?
The layered stack for a buy-side run is Secretary of State for entity status, UCC for competing security interests, court records for judgment existence and post-entry activity, and TIN verification for identity resolution. New York is the one state where SOS, UCC, contractor licensing, and court records all overlap in Cobalt's coverage, which makes New York tapes the case where a single provider covers the whole layered check. Toby Terasi's team at AssetTrace works this exact pattern in reverse, resolving outstanding court cases and enriching case data to build enforcement reports, which is the same primary-source verification a buyer needs before bidding rather than after acquiring.
What Should a Buy-Side Diligence Checklist Include?
Turning the above into an operating procedure is mostly a matter of sequencing and of writing down what you could not verify.
What Belongs in Pre-Bid Diligence?
Pre-bid, you are sizing the verifiable share. Pull the stratified sample, run existence and post-entry checks against primary court records, pull SOS status on every sampled obligor, and produce a per-stratum verified-and-enforceable rate with a confidence interval. Document the unreachable population explicitly. Gate Rock Capital framed the value threshold plainly: "where I would pay $4 a pull is when you have the state index on court search." Per-file verification cost is what determines how large a sample you can afford, which in turn determines how tight your interval is.
What Belongs in Pre-Close Confirmation?
Between bid and close, re-verify a fresh sample against the amended tape, confirm no new satisfactions or vacatur orders have posted, and confirm chain of title documentation for the specific files you are buying. Chain of title, account documentation, statute of limitation compliance, and resale procedures are core standards areas in the industry's certification framework, and the buyer inherits those obligations along with the paper.[10] Since January 1, 2025, debt buying company members of Receivables Management Association International must hold the Certified Receivables Business designation regardless of whether they are purchasing or selling.[11]
What Belongs in Post-Close Operations?
Post-close, verification becomes a servicing input. Regulation F requires specified validation information in the collector's initial communication, with the consumer's dispute window running thirty days from receipt.[12] The full rule sits at 12 CFR Part 1006.[13] Regulators have brought actions against collectors for failing to substantiate collection information for accuracy and completeness before beginning collection where there were indications the information was unreliable, and the Bureau has continued to press on accuracy in its recent supervisory and enforcement work.[14] A verified docket record is the substantiation. It is also, incidentally, the cheapest defense against a dispute you will ever buy.
Portfolio supply is not going away. The Federal Reserve publishes charge-off and delinquency rates on loans and leases at commercial banks quarterly, and that series is the upstream feed for everything that eventually reaches a tape.[15] What distinguishes buyers who make money from buyers who do not is not access to paper. It is whether they measured the verifiable share before they priced it. For a wider view of what different court data sources actually return, see the comparison of top court records APIs for lenders and the state-level detail in NY, FL, and CA coverage. If your next tape is New York or Miami-Dade paper, book a demo and run a verification batch against your own file list before you price it.
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