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Updated: Aug 22, 2026
No. of Questions: 120 Questions & Answers with Testing Engine
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Anthropic CCAO-F Exam Overview:
| Certification Vendor: | Anthropic |
| Exam Name: | Claude Certified Associate – Foundations |
| Exam Number: | CCAO-F |
| Related Certifications: | Claude Certified Architect – Foundations (CCAR-F) Claude Certified Developer – Foundations (CCDV-F) Claude Certified Architect – Professional (CCAR-P) |
| Real Exam Qty: | 60 |
| Passing Score: | 720 (scaled, range 100–1000) |
| Available Languages: | English |
| Exam Price: | USD $99 |
| Certificate Validity Period: | 12 months |
| Exam Format: | Multiple-choice, Multiple-response |
| Exam Duration: | 120 minutes |
| Recommended Training: | Official Claude Certified Associate – Foundations Exam Guide |
| Exam Registration: | Anthropic Partner Academy / Pearson VUE |
| Sample Questions: | Anthropic CCAO-F Sample Questions |
| Exam Way: | Online proctored or Pearson VUE test center |
| Pre Condition: | None. Membership in the Claude Partner Network (free) is required for registration. |
| Official Syllabus URL: | https://www.anthropic.com/certifications |
Anthropic CCAO-F Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompting and Task Execution | 14% | - Iterate prompts to improve output quality - Apply task decomposition to structure complex requests - Adapt prompting strategies by task type - Create effective prompts for business and technical tasks |
| Topic 2: Workflow Integration and Solution Design | 16% | - Integrate Claude into existing business workflows - Plan end-to-end Claude-augmented workflows - Design AI-assisted processes and solutions |
| Topic 3: Output Evaluation and Validation | 21% | - Detect hallucinations, biases, and inconsistencies - Evaluate outputs for accuracy, completeness, and consistency - Apply fact-checking and validation methods - Determine when human review is required |
| Topic 4: Governance, Risk, and Responsible Use | 15% | - Apply responsible AI principles and policies - Manage data sensitivity and privacy risks - Understand limitations and ethical boundaries |
| Topic 5: Configuration and Knowledge Management | 12% | - Maintain consistent system-level behavior - Configure Claude Projects with instructions - Manage knowledge sources and context |
| Topic 6: Troubleshooting and Optimization | 10% | - Diagnose context and performance issues - Identify causes of poor or unexpected outputs - Adjust prompts and configuration to improve results |
| Topic 7: Product and Model Selection | 12% | - Select appropriate Claude product features - Match model capabilities to task requirements - Understand model differences and use cases |
Anthropic Claude Certified Associate-Foundations Sample Questions:
1. You are evaluating a Claude output that appears to contain hallucinated content.
Which response step should be performed first when a hallucination is suspected?
A) Document the hallucination pattern in the team's risk register for future reference.
B) Discard the entire output and regenerate the output with a fresh prompt.
C) Pinpoint the specific claim that appears to be unsupported by available evidence.
D) Notify the user community that the output contains a hallucinated claim.
2. You are a project lead reviewing a teammate's habit of using the same prompt template for every task regardless of type.
Which feedback is most warranted?
A) The habit is ideal because a single template guarantees consistent quality across all task types.
B) Task type has no effect on the appropriate prompting strategy.
C) The prompting strategy should be adapted to each task type because one template does not produce equally strong outputs across all tasks.
D) The prompting strategy should not change between tasks because adapting it wastes time and adds no value.
3. You are a knowledge worker deciding whether to escalate a Claude-generated output.
Which is the correct order of decision steps?
(1) Identify the audience and the impact of the output if it is wrong.
(2) Document the decision and the rationale for traceability.
(3) Compare the output's risk profile to the organization's escalation criteria.
(4) Decide whether to use, iterate further, or escalate.
(5) Assess the output's accuracy, completeness, and any unverified claims.
A) 3,1,5,4,2
B) 4, 3, 2, 1, 5
C) 1,3,5,4,2
D) 5,1,3,4,2
4. You are an operations assistant selecting a model for a recurring meeting-summary task that does not require deep reasoning and runs at moderate volume.
Which selection best balances cost, speed, and quality?
A) Sonnet, which provides solid quality at moderate latency and rate-limit consumption for everyday work.
B) Opus, which prioritizes depth at higher latency and rate-limit consumption.
C) A custom model, which the Associate-level user would need to build and train independently.
D) Haiku, which is suitable only when the task requires the fastest possible turnaround.
5. You are a business analyst evaluating a Claude-generated business case against the agreed acceptance criteria.
Which is the correct order of evaluation steps?
(1) Compare the business case with the source data and required topics.
(2) Document gaps and inaccuracies for follow-up or correction.
(3) Restate the acceptance criteria for the business case.
(4) Decide whether to use the business case, iterate, or escalate.
(5) Read the business case from beginning to end to form an initial impression.
A) 3, 5, 1, 2, 4
B) 1, 3, 5, 2, 4
C) 3, 1, 5, 2, 4
D) 5, 3, 1, 2, 4
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: A |
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