AI Associate Salesforce Einstein AI Features Practice Question
A data analyst is using Einstein Discovery to analyze customer churn. They want to understand the key drivers of churn and get actionable recommendations. Which THREE outputs does Einstein Discovery provide to meet this need?
⚠ Common exam trap
A common mix-up: candidates confuse raw prediction outputs (scores per record) or deployment artifacts (trained models) with the interpretability and recommendation outputs that Einstein Discovery specifically surfaces for business users, such as waterfall charts, narratives, and improvement suggestions.
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
✓
Waterfall charts showing contribution of each variable
Waterfall charts in Einstein Discovery visually decompose the contribution of each predictor variable to the overall prediction, showing how much each driver increases or decreases the likelihood of churn. This directly helps the analyst identify the key drivers of churn, meeting the requirement to understand what factors are most influential.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Waterfall charts showing contribution of each variable
Why this is correct
Waterfall charts are part of the statistical analysis output, showing driver contributions.
- ✓
A story narrative explaining key insights
Why this is correct
Einstein Discovery generates stories that explain insights in plain language.
- ✗
Prediction scores for each record
Why it's wrong here
Prediction scores are output of Prediction Builder, not Discovery.
- ✗
A trained model for deployment
Why it's wrong here
Discovery does not produce deployable models; it provides analysis and recommendations.
- ✓
Improvement suggestions with expected impact
Why this is correct
Discovery provides actionable improvement suggestions with projected impact.
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