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    5 Ways to Improve Data Quality

    Five practices improve CRM data quality in practice: cleansing and deduplication, profiling and auditing, governance, master data management, and defined metrics.

    • Salesforce
    • Deduplication
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    The Importance of Data Quality

    Poor data quality costs businesses hundreds of billions of dollars a year. This chapter covers five concrete ways clean CRM data pays for itself, from the customer journey to revenue.

    • Data quality
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    7 Best Data Quality Practices

    Seven practices keep Salesforce data reliable over time: standards, regular checks, continuous improvement, training, collaboration, measurement, and the right tools.

    • Salesforce
    • Data quality
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    3 Types of Data Quality Tools

    Data quality tools fall into three categories: cleansing and deduplication, data quality management software, and data profiling. Here's what each one actually does.

    • Salesforce
    • Deduplication
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    What Is a Marketing Tech Stack?

    A marketing tech stack is every tool that runs your marketing, sales, and support work: CRM, CMS, email, analytics. This chapter covers what belongs in one and why data quality decides its success.

    • Data quality
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    6 Steps to Implement a New Martech Tool

    Choosing a SaaS tool is half the job. This chapter covers implementing it: standardizing processes first, protecting data quality through the migration, training staff, and testing before rollout.

    • Data quality
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    How to Choose a Data Quality SaaS Tool

    Millions of SaaS tools claim to be the best. Here's how to define your actual requirements, check governance and security, research your shortlist, and compare finalists before you commit.

    • Data quality