Quick Answer
The answer is the Text Moderation API. This API is the correct choice because it is purpose-built to scan text content for profanity, personally identifiable information (PII), and other unwanted patterns, returning a moderation score and a list of detected terms that enable automated rejection of violating messages. On the Microsoft Azure AI Engineer Associate AI-102 exam, this question tests your ability to distinguish between the Text Moderation API and other Azure Content Moderator APIs, such as the Image Moderation API or the Custom Term Lists API. A common trap is confusing the Text Moderation API with the Review API, which is used for human-in-the-loop workflows rather than automated rejection. Remember that for automated, real-time text moderation—especially when detecting profanity and PII—the Text Moderation API is the direct, synchronous tool. A helpful memory tip: think of "Text" for "Terms and PII" — the Text Moderation API handles both profanity and personal data in one call.
This AI-102 practice question tests your understanding of implement content moderation solutions. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A company uses Azure Content Moderator to moderate text in a chat application. They want to automatically reject messages that contain profanity or personal data. Which API should they use?
Review API
Why wrong: Review API is used to create and manage reviews for human moderators.
Video Moderation API
Why wrong: Video Moderation handles video content.
Image Moderation API
Why wrong: Image Moderation is used for images, not text.
Text Moderation API
The Text Moderation API screens text for profanity and personally identifiable information (PII).
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Text Moderation API
The Text Moderation API (D) is the correct choice because it is specifically designed to scan text content for profanity, personally identifiable information (PII), and other unwanted text patterns. This API returns a moderation score and a list of detected terms, enabling automated rejection of messages that violate the defined policies.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Review API
Why it's wrong here
Review API is used to create and manage reviews for human moderators.
Video Moderation API
Why it's wrong here
Video Moderation handles video content.
Image Moderation API
Why it's wrong here
Image Moderation is used for images, not text.
Text Moderation API
Why this is correct
The Text Moderation API screens text for profanity and personally identifiable information (PII).
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
The trap here is that candidates may confuse the Review API with the moderation APIs, not realizing that the Review API is for manual review workflows rather than automated content detection.
Detailed technical explanation
The Text Moderation API analyzes text using a combination of machine learning classifiers and term-based lists. It can detect profanity in over 100 languages and identify PII such as email addresses, phone numbers, and IP addresses. In a real-world scenario, a chat application would call this API on each message, and if the response contains a high profanity score or detected PII, the message can be automatically blocked before reaching other users.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
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FAQ
Implement content moderation solutions — This question tests Implement content moderation solutions — Read the scenario before looking for a memorised answer..
The correct answer is: Text Moderation API — The Text Moderation API (D) is the correct choice because it is specifically designed to scan text content for profanity, personally identifiable information (PII), and other unwanted text patterns. This API returns a moderation score and a list of detected terms, enabling automated rejection of messages that violate the defined policies.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 11, 2026
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.
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