- A
Use an enrichment to standardize email addresses.
Why wrong: Incorrect. Enrichments add data from external sources but do not merge duplicates.
- B
Define a relationship between the customer entity and the email field.
Why wrong: Incorrect. Relationships link tables for analysis, not for deduplication.
- C
Run the data unification process, which automatically handles duplicates.
Why wrong: Incorrect. Unification is a guided process that includes matching, but it requires configuring matching rules; it does not auto-handle all duplicates.
- D
Create a matching rule with fuzzy matching on the email field.
Correct. Matching rules with fuzzy matching identify and merge duplicate profiles based on similar email addresses.
MB-910 Describe Dynamics 365 Customer Insights Practice Question
This MB-910 practice question tests your understanding of describe dynamics 365 customer insights. The scenario asks you to isolate a root cause — eliminate options that address a different problem before choosing. 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 retail company wants to use Dynamics 365 Customer Insights to create a unified customer profile from data stored in their CRM, e-commerce platform, and loyalty program. The data includes customer names, email addresses, purchase history, and loyalty points. The company discovers that some customers appear multiple times with slight variations in their email addresses (e.g., 'john.doe@contoso.com' vs 'johndoe@contoso.com'). What should the company configure in Customer Insights to resolve this issue?
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
Create a matching rule with fuzzy matching on the email field.
Option D is correct because fuzzy matching in Dynamics 365 Customer Insights allows the data unification process to identify and merge records that have slight variations in email addresses, such as missing dots or other minor differences. This is achieved by configuring a matching rule that uses fuzzy logic to compare email fields, enabling the system to recognize 'john.doe@contoso.com' and 'johndoe@contoso.com' as the same customer and create a unified profile.
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.
- ✗
Use an enrichment to standardize email addresses.
Why it's wrong here
Incorrect. Enrichments add data from external sources but do not merge duplicates.
- ✗
Define a relationship between the customer entity and the email field.
Why it's wrong here
Incorrect. Relationships link tables for analysis, not for deduplication.
- ✗
Run the data unification process, which automatically handles duplicates.
Why it's wrong here
Incorrect. Unification is a guided process that includes matching, but it requires configuring matching rules; it does not auto-handle all duplicates.
- ✓
Create a matching rule with fuzzy matching on the email field.
Why this is correct
Correct. Matching rules with fuzzy matching identify and merge duplicate profiles based on similar email addresses.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may assume the data unification process automatically handles all duplicate variations, but without configuring fuzzy matching rules, exact-match-only logic will fail to merge records with minor email differences, leading to incomplete unified profiles.
Detailed technical explanation
How to think about this question
Fuzzy matching in Customer Insights uses algorithms like Levenshtein distance or Jaccard similarity to compare strings and determine a match probability. The system allows you to set a confidence threshold (e.g., 80%) to control how aggressively records are merged, which is critical in real-world scenarios where data entry errors, typos, or formatting inconsistencies are common across disparate sources like CRM and e-commerce platforms.
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 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
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.
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Describe Dynamics 365 Customer Insights — study guide chapter
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FAQ
Questions learners often ask
What does this MB-910 question test?
Describe Dynamics 365 Customer Insights — This question tests Describe Dynamics 365 Customer Insights — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Create a matching rule with fuzzy matching on the email field. — Option D is correct because fuzzy matching in Dynamics 365 Customer Insights allows the data unification process to identify and merge records that have slight variations in email addresses, such as missing dots or other minor differences. This is achieved by configuring a matching rule that uses fuzzy logic to compare email fields, enabling the system to recognize 'john.doe@contoso.com' and 'johndoe@contoso.com' as the same customer and create a unified profile.
What should I do if I get this MB-910 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 11, 2026
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