Regulatory Term Frequency

Author

zoo un park

Overview

This page quantifies how often consumers invoke specific regulatory concepts in their complaint narratives. The analysis maps consumer language onto existing legal frameworks to reveal which rights consumers know they have — and which they do not.

Method

Each narrative (n=4,791) was scanned for terms associated with five regulatory concept categories:

Category Example Terms
Dispute Rights dispute, challenge, investigation
Fraud / Identity Theft fraud, identity theft, unauthorized
FCRA / Credit Rights FCRA, credit bureau, credit reporting
FDCPA / Debt Rights FDCPA, debt collection, validation
TILA-related (Disclosure) APR, finance charge, annual percentage rate

Each narrative was counted once per category if any of that category’s terms appeared.

Findings

Figure 1: Regulatory Term Frequency in Consumer Narratives. Red bars indicate TILA/disclosure-related terms directly associated with the regulatory gap. Source: CFPB Consumer Complaint Database.
Regulatory Concept Cases % of Narratives
Dispute Rights 1,844 38.5%
Fraud / Identity Theft 1,229 25.7%
FCRA / Credit Rights 950 19.8%
FDCPA / Debt Rights 279 5.8%
Disclosure Issues 149 3.1%
TILA-related 147 3.1%

Silence Is Not Satisfaction

The low invocation rate of TILA-related terms (3.1%) could be misread as evidence that consumers are satisfied with BNPL disclosures. The opposite interpretation is more consistent with the evidence.

Consumers know they have rights under the FCRA because credit reporting disputes are established legal terrain, with decades of case law, consumer-facing educational materials, and a widely understood mechanism for submitting disputes to credit bureaus. They do not invoke TILA because, for BNPL products, TILA does not apply. Consumers cannot assert rights they do not have.

The low frequency of TILA-related terms is not evidence of consumer satisfaction with BNPL disclosures; it is evidence that the legal framework for asserting those rights does not exist.