Ten CCAO-F Practice Questions, With Full Rationales
Ten fresh Associate scenarios across all seven domains, weighted toward Output Evaluation and Workflow Integration, each with a full answer key explaining why every wrong option is weaker.
Exam code: CCAO-F | Original study set | Updated August 2026
Purpose And Accuracy Note
These are independently written practice questions aligned to the seven domains in the official Claude Certified Associate – Foundations Exam Guide, Version 1.0 (effective July 2026). They are not copied, reconstructed, or recalled from a live exam. They do not predict an exam score. Product behavior and exam policies can change; use the current official guide as the final authority.
The set deliberately uses fresh scenarios and does not reuse the scenarios in the earlier domain study guides or Architect practice-question article.
How To Use This Set
- 1: Answer all questions before opening the answer key.
- 2: For multiple-response questions, select exactly the number requested.
- 3: Record why every rejected option is weaker—not only why the correct option works.
- 4: Review the named domain objective after each miss.
Coverage
| Question(s) | Domain |
|---|---|
| 1 | Prompting and Task Execution |
| 2–3 | Output Evaluation and Validation |
| 4 | Product and Model Selection |
| 5–6 | Workflow Integration and Solution Design |
| 7 | Configuration and Knowledge Management |
| 8–9 | Governance, Risk, and Responsible Use |
| 10 | Troubleshooting and Optimization |
This distribution gives extra attention to the two highest-weighted domains while still sampling all seven. Ten questions cannot reproduce the weighting or breadth of the 60-item exam.
Source Basis
- Primary source: Claude Certified Associate – Foundations Exam Guide, Version 1.0, effective July 2026 (Anthropic). Domain weights, objectives, item formats, and exam facts were checked against that guide.
- Research status: Updated August 2026. Always verify the latest guide and registration policies before testing.