- A
A date field for the escalation date
Why wrong: Date fields are not binary.
- B
A text field with case escalation notes
Why wrong: Text fields are not valid prediction fields.
- C
A checkbox field named 'Escalated within 24 hours'
Correct. Checkbox fields are binary and suitable for prediction.
- D
A numeric field representing escalation time in hours
Why wrong: Prediction Builder needs a binary field, not a numeric one.
Question 161 of 1,000
AI Associate Salesforce Einstein AI Features Practice Question
This AI Associate practice question tests your understanding of salesforce einstein ai features. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. 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 wants to use Einstein Prediction Builder to predict whether a support case will be escalated within the first 24 hours. Which field should be selected as the prediction field?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue:
"first"Why it matters: Order matters here. You are being tested on which action comes before the others — not which action is generally useful.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
A checkbox field named 'Escalated within 24 hours'
Option C is correct because Einstein Prediction Builder requires the prediction field to be a binary outcome (e.g., true/false, yes/no) that the model will learn to predict. A checkbox field named 'Escalated within 24 hours' directly represents the binary target (checked = escalated, unchecked = not escalated) needed for supervised classification.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
A date field for the escalation date
Why it's wrong here
Date fields are not binary.
- ✗
A text field with case escalation notes
Why it's wrong here
Text fields are not valid prediction fields.
- ✓
A checkbox field named 'Escalated within 24 hours'
Why this is correct
Correct. Checkbox fields are binary and suitable for prediction.
Clue confirmation
The clue word "first" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
A numeric field representing escalation time in hours
Why it's wrong here
Prediction Builder needs a binary field, not a numeric one.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse the prediction field with input features, selecting a date or numeric field that seems related to escalation timing, but Einstein Prediction Builder requires a binary target field for classification, not a continuous or text field.
Detailed technical explanation
How to think about this question
Under the hood, Einstein Prediction Builder uses AutoML to train a binary classification model, so the prediction field must have exactly two distinct values (e.g., true/false, 0/1). The checkbox field automatically provides this binary structure, and the model will learn patterns from other fields (e.g., case origin, priority, subject) to predict the probability of escalation. In a real-world scenario, if the checkbox is not populated historically, the model cannot train—so data completeness is critical.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
TExam Day Tips
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A practitioner preparing for the AI Associate exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
- →
Salesforce Einstein AI Features — study guide chapter
Learn the concepts, then practise the questions
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FAQ
Questions learners often ask
What does this AI Associate question test?
Salesforce Einstein AI Features — This question tests Salesforce Einstein AI Features — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: A checkbox field named 'Escalated within 24 hours' — Option C is correct because Einstein Prediction Builder requires the prediction field to be a binary outcome (e.g., true/false, yes/no) that the model will learn to predict. A checkbox field named 'Escalated within 24 hours' directly represents the binary target (checked = escalated, unchecked = not escalated) needed for supervised classification.
What should I do if I get this AI Associate question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "first". Order matters here. You are being tested on which action comes before the others — not which action is generally useful.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Last reviewed: Jul 4, 2026
This AI Associate practice question is part of Courseiva's free Salesforce 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 Associate exam.
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