Best Data Quality Software

Data quality software analyzes sets of information and identifies incorrect, incomplete, or improperly formatted data. After profiling data concerns, data quality tools cleanse or correct that data based on previously established guidelines. Deletion, modification, appending, and merging are all common methods of data set cleansing or correction; data analysts, marketers, and salespeople are just a few positions that benefit from leveraging data quality solutions.

By targeting and cleaning data lists, data quality software allows businesses to establish and maintain high standards for data integrity. These solutions are also helpful for ensuring data adheres to these standards, based on the required industry, market, or in-house regulations. This process of maintaining data integrity enhances the reliability of such information for business use. Data sets can range from customer contact information to granular financial statistics and much more.

Data quality software products may also share features or coexist with master data management software, data integration software, or big data software solutions. While tangentially related to data quality solutions from a functional standpoint, address verification software differs through its distinct use cases, focus on physical location data, and reliance on authoritative location data sourcing to verify correctness.

To qualify for inclusion in the Data Quality category, a product must:

  • Identify data inaccuracies
  • Provide data cleansing functionalities to correct such inaccuracies
  • Normalize data formatting
  • Allow automated and manual cleaning options
  • Offer preventive measures to preserve data integrity
G2 Grid® for Data Quality
High Performers
Market Presence
Star Rating

Data Quality reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.

Compare Data Quality Software

G2 takes pride in showing unbiased ratings on user satisfaction. G2 does not allow for paid placement in any of our ratings.
Results: 56
Filter Results
Filter by:
Sort by
Star Rating
Sort By:
Results: 56

    SQL Server Data Quality Services (DQS) is a knowledge-driven data quality product.

    (14)5.0 out of 5
    Optimized for quick response
    Optimized for quick response

    The Openprise Data Orchestration Platform automates all the painful, manual processes that your sales automation and marketing automation solutions don’t. With Openprise, data-driven marketing and sales teams can simplify their martech stack with a single platform to automate hundreds of business processes like list loading, cleansing, enrichment, lead to account matching, account scoring, and many more.

    Optimized for quick response

    Better understand your data and cleanse, monitor, transform and deliver it. Build confidence in your data Delivers clean, consistent and timely information for your data warehouses or big data projects and applications. Create a flexible governance strategy Helps you adapt a data governance strategy to suit your organizational objectives, while shaping business information in unique ways to meet your needs. Modernize and consolidate your systems Enables you to consolidate applications, retire

    You cannot afford to run your business on questionable data. With SAP® Data Services software, you can access, transform, and connect data to fuel your critical business processes. Together, these enterprise-class solutions enable data integration and data quality, providing the right level of insight across your business so you can make better decisions and operate more effectively.

    Oracle Enterprise Data Quality delivers a complete, best-of-breed approach to party and product data resulting in trustworthy master data that integrates with applications to improve business insight.

    DemandTools is a CRM data quality power toolset that enables organizations to perform specific data quality tasks in Salesforce or Microsoft Dynamics 365 CRM. You can clean duplicate objects of any type or complete mass updates of CRM records. The DemandTools modules are broken down into three major sections according to their primary objectives: Maintenance Tools – Modules for data loading, data backup, data manipulation Cleansing Tools – Modules for deduplication and merging of duplicates

    SAS Data Quality meets you where you are, addressing your data quality issues without requiring you to move your data.

    Melissa’s Clean Suite (previously Melissa Listware) fights dirty data in your Salesforce®, Microsoft Dynamics CRM®, or Oracle CRM and ERP platforms by verifying, standardizing, correcting and appending your customer contact data records. The result – clean, vibrant, valuable data you can use for squeaky clean omnichannel marketing and sales success. • Autocomplete, verify and correct contacts before they enter the CRM • Add valuable demographic and firmographic data for effective lead scoring,

    Clean & Match is WinPure’s award-winning data cleansing and data matching software suite, specially designed to increase the accuracy of business or consumer data. This software suite is ideal for cleaning, correcting and deduplicating mailing lists, databases, spreadsheets and CRMs. WinPure™ Clean & Match will help save your business time and money. * Increase the accuracy of virtually ANY list, spreadsheet, database, CRM, etc. * Locally installed Windows software so no need to worry a

    Omni-Gen Master Data Management (MDM) Edition provides a single platform for generating applications that combine data integration, data quality, and master data management – in a fraction of the time such projects used to require. The benefits are huge – typical project times can be reduced from a year-and-a-half to six months or less. (NOTE: Other iWay components, such as iWay Service Manager, are included as part of the Omni-Gen platform.)

    About RingLead RingLead is a SaaS cloud-based data management platform that offers a complete end-to-end suite of solutions to clean, protect, and enhance your CRM and marketing automation data. RingLead optimizes the way organizations clean and manage their Salesforce, Marketo, Eloqua, and Pardot databases. RingLead automates the way organizations conduct their most important data processes: - Deduplication - Normalization - Enrichment - Validation - Routing - List-building - Segmentation -

    DupeBlocker stops the users in your Salesforce instance from being able to create duplicates in real time as well as web lead dupes, SFDC-to-SFDC dupes, and more.

    DupeCatcher is a real-time app that blocks duplicate leads, contacts, & accounts before they enter

    The only de-duping tool that allows you to identify duplicates based on your own business rules. You select how to define a duplicate by setting up your own rules of identifying which record is going to be the surviving (master) record. StrategicDB's de-duping tool also normalizes fields such as: Website, Address and Company Name for better identification of duplicates. To ensure that the selected master record is the right choice among duplicates, our deduping tool is equipped with the confid

    Informatica LLC is the worlds number one independent provider of data integration software.

    Talend Data Quality has the potential to reduce costs, increase sales, and improve performance by making trusted data available in every style of integration. Talend Data Quality delivers trusted data everywhere with easy onboarding, standards and rules application across all Talend integration platforms. Data is enriched, protected, and available.

    ActivePrime provides innovative, automated customer intelligence solutions helping more than 120,000 users in 42 countries. Our data quality and fuzzy search technologies enable our customers to generate consolidated, actionable customer intelligence from both cloud and on-premise data.

    Cloudingo solves the biggest problem with Salesforce data: duplicate records. What’s unique about Cloudingo is its ability to comb through Salesforce to find duplicated records while giving you the most flexibility and control, with the least headaches of any deduplication tool on the market. And while removing duplicates is at the core of what Cloudingo does, there’s a lot more to data cleansing. Developed with user feedback in mind, it’s no wonder Cloudingo is a favorite app among Salesforce u

    Datactics, a market leader in data quality and matching software, is ideally positioned to meet the specific data requirements of firms operating in the financial sector as they prepare for emerging regulations. We provide sophisticated tools to help financial institutions get their data in order and quickly respond to new standards. We offer agile data quality and powerful matching software for reference, entity and instrument data. Datactics utilises edit distance (fuzzy) matching, equipping

    DataMatch Enterprise is a highly visual desktop data cleansing application specifically designed to resolve customer and contact data quality issues. The suite consists of scalable configurations for deduplication & record linking, suppression, enhancement, extraction, and standardization of business and customer data.

    iugum Data Software helps Improve your data management software to cleanse, match and merge your lists, datasets or databases.

    OpenRefine is a tool for working with messy data: cleaning it, transforming it and extending it with web services and external data.

    Keeping your Salesforce CRM clean as you continue to add contacts and leads from tradeshow lists, marketing campaigns or other lead generation activities is challenging to say the least. Validity PeopleImport gives you peace of mind when introducing and processing large lists of Contact and Lead data in comparison with the data already inside your CRM acting as the filter to prevent new duplicates from being created.

    When it comes to targeted marketing and sales efforts, your results are only as good as your data. You know how it works: garbage in, garbage out. ReachForce provides automatic contact and account data verification and enrichment for a full view of your customers and accounts. Our products verify, correct, standardize and flag duplicate data automatically either at the time of acquisition on your landing pages or continuously checking your database. This saves your company valuable time and r

    Talends open source products and open architecture create unmatched flexibility so you can solve integration challenges your way.

    Learn More About Data Quality Software

    Latest Data Quality Articles