Reference · Past-exam analysis
Question archetype taxonomy: how customs broker exam questions are built
What kinds of questions appear on the customs broker exam?
Nearly half of all customs broker exam questions, 44 percent across the five most recent papers, are multi-step scenarios: a named importer or broker and a fact pattern the candidate must work through before the actual question is even asked. Direct one-fact recall is the next largest group at 23 percent. The remaining five archetypes (definitional, citation lookup, negative form, numeric threshold, and computation) each make up 6 to 8 percent.
Category and provision tell you WHAT a question tests. This page asks a different question: HOW is it built? We classified all 398 machine-parsed questions from the 5 most recent public CBLE papers against 7 phrasing patterns, in a fixed priority order, so every question lands in exactly one archetype. The result is a study guide to the exam's actual reasoning demand, not just its subject list.
The 7 archetypes, ranked by frequency
Counted across 398 of 400 total questions on the 5 most recent papers (2 questions with irregular PDF formatting were excluded from classification; see methodology below).
Multi-step scenario
177 of 398 questions
A named importer, broker, or company and a fact pattern the candidate must work through before the actual question is even asked. The largest single archetype by far, and the reason open-book speed, not memorization, decides the exam.
Direct knowledge recall
93 of 398 questions
A single fact asked plainly, with no fact pattern or citation prompt: what a term means, what a rule requires, without scenario dressing.
Definitional
30 of 398 questions
Opens with 'What is' or 'Which term': the choices are candidate definitions or terms, and the task is picking the one that matches the regulatory meaning.
Direct citation lookup
27 of 398 questions
Names a specific 19 CFR Part, HTSUS chapter or heading, or GRI number as the object of the question itself, testing whether the candidate can find and read the named provision under time pressure.
Negative form (NOT / EXCEPT / FALSE)
25 of 398 questions
Asks which choice is wrong, false, or the exception, inverting the usual best-answer logic and a common source of careless misses under time pressure.
Numeric threshold or deadline
24 of 398 questions
Tests a specific day count, dollar threshold, or percentage: filing deadlines, dollar ceilings, and rate figures scattered across entry, drawback, and compliance topics.
Computation
22 of 398 questions
Requires computing a duty, value, or dollar figure from given inputs rather than recalling or locating a rule.
How the mix differs by exam category
The overall split hides real differences underneath. Classification (Category IV) is the only category where definitional questions outnumber scenarios, because so much of the category is "what does this term or note mean" rather than a fact pattern. Broker Compliance and Entry each lean hard on scenarios instead.
| Category | Multi-step | Direct | Definitional | Direct | Negative | Numeric | Computation |
|---|---|---|---|---|---|---|---|
| I Broker Compliance | 50 | 11 | 0 | 4 | 7 | 6 | 2 |
| II Practical Exercise | 11 | 9 | 1 | 6 | 0 | 0 | 2 |
| III Quota | 15 | 4 | 1 | 0 | 3 | 1 | 0 |
| IV Classification | 17 | 12 | 26 | 3 | 0 | 2 | 5 |
| V Entry / Entry Summary | 52 | 36 | 0 | 10 | 10 | 11 | 6 |
| VI Valuation | 32 | 21 | 2 | 4 | 5 | 4 | 7 |
- Classification (IV) is the definitional outlier. 26 of its 65 questions across the 5 papers are definitional, by far the highest share of any category, reflecting how much of tariff classification comes down to precisely reading Section and Chapter Notes and GRI text.
- Broker Compliance (I) and Entry (V) are scenario-heavy. 50 of 80 Compliance questions and 52 of 125 Entry questions are multi-step fact patterns, the format where open-book speed matters more than raw recall.
- Negative-form questions cluster in Entry. 10 of the exam's 25 negative-form questions (NOT / EXCEPT / FALSE) are in Entry / Entry Summary alone, the single easiest place to lose points by answering the "right" fact instead of the wrong one asked for.
Methodology
Each parsed question (stem plus its four answer choices) was tested against seven phrasing rules in this fixed priority order, and assigned to the first rule it matched: (1) scenario, a named importer, broker, or company appears at least twice, or the question text runs long (a multi-sentence fact pattern); (2) computation, the text asks to calculate, compute, or contains a dollar figure tied to a duty or value; (3) numeric threshold, the text contains a number paired with days, months, years, hours, or percent (a deadline or rate question); (4) negative form, the stem contains NOT, EXCEPT, or FALSE (asking which choice is wrong); (5) citation lookup, the text names a specific 19 CFR Part, HTSUS chapter or heading, or GRI number as the object of the question; (6) definitional, the stem opens with 'What is', 'Which term', or 'The term'; (7) direct knowledge, everything else, a single fact recalled without a scenario, computation, or citation.
Full method, the classifier's known limits, and the freshness plan are recorded in
src/data/question-archetypes.PROVENANCE.md in the site repository. Compiled
2026-07-29. See the related category breakdown,
category frequency trends, and
most-tested provisions pages, all built from the same
5 exam papers.
The customs broker license exam papers are public United States Government works (17 U.S.C. 105), published by CBP after each administration. This page classifies the reasoning pattern of their questions; it does not republish exam questions or answer choices verbatim. Compiled 2026-07-29 from 5 administrations.