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Data 360 Consultant Identity Resolution Practice Question

Which THREE strategies should an enterprise architect recommend to maintain high data hygiene and prevent profile fragmentation in Data Cloud Identity Resolution? Choose 3 options.

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

Design hierarchical match rules moving from high-confidence exact matches to controlled fuzzy matches.

Maintaining data hygiene involves regular audits of match rules, standardizing incoming contact point formatting, and monitoring profile split/merge metrics over time.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Design hierarchical match rules moving from high-confidence exact matches to controlled fuzzy matches.

    Why this is correct

    Hierarchical match rules ensure high-confidence links are established before broader matches occur.

  • Standardize contact point formatting and ensure consistent data quality at the source ingestion level.

    Why this is correct

    Clean source data improves matching reliability and prevents fragmentation.

  • Disable identity resolution rulesets and rely exclusively on manual segmentation filters.

    Why it's wrong here

    Disabling rulesets eliminates unified profiles altogether.

  • Manually delete unified link records every night using data transform SQL.

    Why it's wrong here

    Manual deletion of system link tables via SQL transforms is unsupported.

  • Regularly audit match rules and unified profile metrics to detect unexpected over-merging or under-merging trends.

    Why this is correct

    Auditing metrics helps catch profile fragmentation or over-merging early.

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Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Salesforce exam blueprint

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