Clarity Services: alternative-credit bureau (licensed)

Licensed: not exercised here

Clarity Services data is a paid licensed product (Clarity Services, an Experian company), so it carries no provenance badge: the access path below was not run in this session (no Clarity credentials were available), and the records are individual-level. The page documents the access route and the gotchas; treat it as unverified until someone exercises it through a licensed research arrangement. This is the honest grade under the institute’s Verified discipline.

Clarity Services is a specialty (alternative) consumer credit bureau, now part of Experian, that covers the subprime and nonprime segment that traditional bureaus see poorly: payday loans, single-payment and installment small-dollar loans, rent-to-own, and similar products. It records loan-level applications, disbursements, terms, and performance for these alternative-credit borrowers. It is the standard data source for research on payday and small-dollar lending. A paper we distill uses it: Di Maggio, Ma & Williams use Clarity Services as the primary outcome source for payday and alternative installment loans disbursed 2013 to 2019 (a random sample of 171,445 alternative borrowers), paired with traditional-bureau Equifax records.

• Cost: licensed, commercial research arrangement. No free tier; individual records.
• Vendor: Clarity Services (an Experian company).
• Coverage: subprime/alternative-credit borrowers and products in the U.S.; strong where traditional bureaus are thin, but only for the alternative-credit segment.

Access (when licensed)

• Through a commercial research licence. Loan-level extracts are obtained under an agreement with Clarity/Experian, anonymized for research; raw records are personally identifiable.
• Keyed to borrowers and loans. An extract is applications and loans with terms and performance for a borrower sample over a date range.

Gotchas (the ones that bite pipelines)

These are the failure modes to expect; they are documented, not verified here.

• Alternative-credit segment only. Clarity sees subprime/nonprime products, not a borrower’s prime or mainstream credit; it is the complement to a traditional bureau, not a substitute. Pair it with a traditional bureau (for example Equifax) for the full picture.
• Coverage depends on contributing lenders. A loan appears only if the lender reports to Clarity; coverage of the payday/small-dollar market is partial and varies by product and state. Do not read absence as no borrowing.
• Inquiries versus funded loans. Applications and inquiries are distinct from disbursed loans; outcomes are observed for funded loans, so default analysis conditions on funding. Separate the application and disbursement stages.
• State regulation shapes the data. Payday lending is legal and structured differently across states (and changed over the sample); product mix and terms reflect regulation, not just demand. Control for the state regime.
• Anonymized matching to other bureaus. Linking Clarity to a traditional bureau is on anonymized keys with match error; verify the match rate and its selectivity.
• Not redistributable. Results can be reported but the individual-level microdata cannot be shared. Plan accordingly.

Citation

Cite the vendor, e.g.: Clarity Services (Experian), accessed under commercial research licence, YYYY-MM-DD. State the product scope, the borrower sample, the date range, and any match to a traditional bureau.