Data Quality (DQ) Tools

Data Quality

What is Data Quality Tools?

Data quality tools are used to profile data, monitor data completeness through the use of dashboards, remove duplicate records through fuzzy matching, verify the correctness of customer and contact data, and fix other data quality issues.

Common Features

  • Record Deduplication
  • Record Management
  • Data Enrichment
  • Dashboard
  • Data Cleansing
  • Data Monitoring and Administration
  • Data Matching
  • Data Profiling
  • Geocoding
  • Reporting Components
  • Data Source Connectivity

Top Data Quality (DQ) Tools

2025 Data Quadrant Awards

2025 Emotional Footprint Awards

At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Data Quadrant Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards highlight software products that excel in terms of features, vendor capabilities, and customer relationships, earning them the highest overall rankings.

At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Emotional Footprint Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards shine a spotlight on software vendors who excel in crafting and nurturing strong customer relationships.

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Products: 15
Next Award: Apr 2026

Top Data Quality Tools 2025

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

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Composite Score
8.0 /10
CX Score
8.2 /10

RingLead offers a complete end-to-end suite of products to clean, protect and enhance company and contact information, leading to improved organizational efficiency, reliable business intelligence, and maximized ROI on CRM and marketing automation investments.

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Pros

  • Enables Productivity
  • Saves Time
  • Reliable
  • Security Protects

IBM InfoSphere® QualityStage® is designed to support your data quality and information governance initiatives. It enables you to investigate, cleanse and manage your data, helping you maintain consistent views of key entities including customers, vendors, locations and products. The solution helps you deliver quality data for your big data, business intelligence, data warehousing, application migration and master data management projects.

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Pros

  • Acts with Integrity
  • Security Protects
  • Fair
  • Reliable

Validity DemandTools is the secure data quality platform that enables organizations to clean and manage Salesforce data in less time, enabling everyone to do their jobs more effectively, efficiently, and profitably. Manage your data – duplicates, standardization, record reassignments, lead processing, and more – in record time and deliver high-quality data across your business.

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Pros

  • Performance Enhancing
  • Saves Time
  • Enables Productivity
  • Unique Features

Ataccama enables enterprise data democratization with a unified platform for automated data quality, MDM, and metadata management across cloud and hybrid environments. We enable business and data teams to collaborate on creating high quality, reusable data products and massively scale data-driven innovation while maintaining data accuracy, control, and governance.

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Pros

  • Effective Service
  • Performance Enhancing
  • Caring
  • Transparent
Symphonic Source Inc

Cloudingo

Composite Score
7.4 /10
CX Score
7.6 /10

Cloudingo is a cloud-based deduplication and data quality application built specifically for Salesforce. Cloudingo is a fully customizable, easy-to-use platform that makes the pain of cleaning and managing Salesforce data a thing of the past. Cloudingo finds duplicates using user-defined filters. Start with prebuilt filters then create more with the drag-and-drop user interface.

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Pros

  • Respectful
  • Fair
  • Enables Productivity
  • Trustworthy

Products below are ineligible for awards due to insufficient recent reviews

The complete data quality, cleansing, matching and de-duplication software in one easy to use software suite.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing

ChainSys is an innovator in Master Data Management (MDM), Data Quality, and business platform implementation (ERP) space. Our success is largely attributed to the fact that we understand the core of how businesses work and the importance of ensuring all business units work smoothly together.

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Pros

  • Effective Service
  • Caring
  • Respectful
  • Fair
DQ Global

DQ Global

Composite Score
7.5 /10
CX Score
7.9 /10

DQ Global is an all in one data management engine, enabling users to people to; move, match and master data from over 130+ data sources. Utilise powerful matching logic, data transformations and data enrichment to ensure your data is unlocked and fit for business use.

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Pros

  • Helps Innovate
  • Reliable
  • Performance Enhancing
  • Enables Productivity

Datactics software profiles, cleans and reformats data and puts comparable/alternative item matching at your fingertips. Datactics dramatically reduces manual labour and increases revenues by providing immediate access to accurate and standardised data.

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Pros

  • Helps Innovate
  • Continually Improving Product
  • Trustworthy
  • Efficient Service

IrionDQ is an all-in-one, fully integrated framework, offering a huge number of practical applications.

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Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing