Best Data Quality Tools - Page 15

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 252

Category Stats (Aug 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Data Quality Navigator (+3.87%) - Among all products in this category, Data Quality Navigator recorded the largest rating increase compared to last month

Last updated: August 04, 2026

How Does G2 Rank Data Quality Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,200+ Authentic Reviews
  • 252+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Quality Tools

G2 Grid® for Data Quality Tools plotting products by satisfaction and market presence

Highlighted products: SAS Viya, Monte Carlo, GTM Studio - Powered by ZoomInfo, Data Quality Navigator, dbt, HubSpot Data Hub, DQLabs, and Quest Data Intelligence.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-quality/grids.json?focus%5B%5D=sas-sas-viya&focus%5B%5D=monte-carlo&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=data-quality-navigator&focus%5B%5D=dbt&focus%5B%5D=hubspot-data-hub&focus%5B%5D=dqlabs&focus%5B%5D=quest-data-intelligence)

Sponsored

ACI Learning [ITPro]

ACI Learning is a comprehensive IT and cybersecurity training solution designed to equip users with practical skills necessary for real-world applications. This platform focuses on outcome-driven learning, ensuring that teams can effectively build their expertise through hands-on labs, certification preparation, and engaging video content crafted by industry experts. By providing structured assignments and guided learning pathways, ACI Learning facilitates purposeful upskilling, allowing learners to remain focused and make consistent progress towards their professional goals. The target audience for ACI Learning includes IT professionals, cybersecurity specialists, and organizations seeking to enhance their workforce's capabilities in a rapidly evolving technological landscape. The platform is particularly beneficial for teams looking to stay ahead of industry trends, improve their skill sets, and achieve certification in various IT and cybersecurity domains. Specific use cases include preparing for certification exams, enhancing practical skills through lab exercises, and fostering a culture of continuous learning within organizations. Key features of ACI Learning include the myACI platform, which integrates video content, hands-on labs, and assessments into a cohesive learning experience. This all-in-one solution not only enhances engagement and retention but also provides built-in dashboards and analytics that enable teams to track their progress and measure the impact of their training initiatives. Organizations can align their training efforts with business outcomes, ensuring that the skills developed are directly applicable to their operational needs. Additionally, myACI offers Marketplace access to a wide range of top-tier content beyond IT and cybersecurity, allowing organizations to scale their training efforts effectively. This feature helps boost retention and demonstrates return on investment (ROI) at every stage of the training process. By providing a robust and flexible learning environment, ACI Learning stands out as a valuable resource for organizations aiming to enhance their workforce's technical capabilities and adapt to the demands of the digital age.

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MasterDataOnline

MasterDataOnline (MDO )is a tool that helps in governance and standardization of all types of master data across the business using workflows and approval processes.

Who Is the Company Behind MasterDataOnline?

Match2Lists

Match2Lists is the fastest, easiest and most accurate way to Match, Merge and De-duplicate your data.

Who Is the Company Behind Match2Lists?

  • Seller: Match2Lists
  • HQ Location: Eastbourne, GB
  • Twitter: @Match2Lists
    578 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

MatchX

MatchX is an AI-powered data quality and matching platform that cleans, connects, and governs your data — without the manual struggle. It finds and fixes duplicates, inconsistencies, missing fields, and mismatches across structured data and unstructured documents. The result? You get clean, connected, and trusted data, ready for superior AI, analytics, automation, and critical business decisions.

Who Is the Company Behind MatchX?

  • Seller: VE3
  • Year Founded: 2010
  • HQ Location: London, GB
  • Twitter: @ve3global
    40 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    74 employees on LinkedIn®

MaxDup OS

MaxDup OS uses multiple criteria to find duplicates using household, residential, and individual data, and can even use miscellaneous data such as phone numbers, social security numbers, and area codes. MaxDup OS even consolidates data from multiple records into a single survivor record. And if your records aren’t exact matches, MaxDup OS can still provide accurate deduplication using fuzzy logic and internal address standardization.

Who Is the Company Behind MaxDup OS?

M-Clean

M-Clean, an advanced solution from Grazitti, efficiently identifies and eliminates duplicate leads in Marketo Engage. Not only that, it also prevents the creation of new duplicate leads and improves alignment between marketing and sales teams by blocking duplicates from entering your CRM. Additionally, M-Clean incorporates data standardization, streamlining data entry, and ensuring platform consistency. This comprehensive approach ensures a clean database, enhances reporting accuracy, and optimizes your marketing budget. Here’s how M-Clean’s data deduplication and data standardization ensure effective data management: Reduces license cost by removing duplicate records in Marketo & Salesforce by 68% Improves the efficiency of your marketing campaigns by 42% Cuts campaign costs by targeting the right audience with precise segments by 52%

Who Is the Company Behind M-Clean?

  • Seller: Grazitti Interactive
  • Year Founded: 2008
  • HQ Location: Panchkula, IN
  • Twitter: @Grazitti
    3,572 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,428 employees on LinkedIn®

MemberVerify

One-Time Database Cleanup & Database Monitoring A single pass to correct the contact data you already have. We verify each record, flag job changes, invalid emails, and contacts who have left their roles, then locate current details: new employers, working emails, updated titles and locations. You receive a clear report of exactly what changed and how your database quality improved. Cleanup fixes your database once. Monitoring keeps it accurate. After the initial cleanup, MemberVerify watches your records over time and catches decay as it happens: contacts who change jobs, leave their roles, or whose emails go bad. Instead of degrading quietly between annual audits, your database stays current.

Who Is the Company Behind MemberVerify?

MTN DATA

Overview: MTN DATA is a modern data verification and enrichment platform built for businesses that rely on accurate, up-to-date professional and company information. With a powerful API and batch-processing capabilities, MTN DATA helps teams validate, clean, and enrich large volumes of contacts, ensuring that every lead or profile is genuine, complete, and reliable. Key Features: Real-Time API Verification to instantly validate professional and company data. Bulk / Batch Processing to upload thousands of records for fast verification and enrichment. AI-Driven Data Enrichment that adds missing job titles, company details, firmographics, and public profile metadata. Fraud & Fake Profile Detection using pattern analysis and consistency checks. Data Quality Scoring with confidence scores and detailed verification logs. CRM Integration with platforms like Salesforce, HubSpot, and Zoho for automated data updates. Use Cases: Verifying and enriching lead lists for sales and marketing outreach. Screening candidates or validating professional details in recruitment. Cleaning and updating CRM databases to maintain high data quality. Detecting suspicious or inaccurate profiles for compliance and risk management. Benefits: Increases outreach success by reducing invalid, outdated, or fake leads. Saves time and cost through automation and batch processing. Improves decision-making with accurate, enriched, and trustworthy data. Scales easily for freelancers, small businesses, and enterprise-level teams. Why MTN DATA: MTN DATA offers an all-in-one solution combining data accuracy, AI-based enrichment, and seamless integration. Designed for teams that depend on reliable information, it delivers verified, high-quality data to power lead generation, recruitment, compliance, and data operations.

Who Is the Company Behind MTN DATA?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About MTN DATA?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time, reliable data provided by MTN DATA, appreciating its simplicity and ease of use.
  • Users appreciate the ease of use of MTN DATA, highlighting its simple, reliable access to real-time information.
  • Users value the easy integrations of MTN DATA, benefiting from reliable data and a user-friendly API.
  • Users value the real-time performance efficiency of MTN DATA, appreciating its reliability and user-friendly API.

multisource

multisource•api is a Swiss customer data quality and enrichment platform that automates address validation, contact data updates and customer intelligence directly inside CRM and business systems. Organizations use multisource to maintain accurate customer records, reduce manual data maintenance and improve marketing, sales and service processes through reliable real-time data. Key capabilities include: • Real-time address autocomplete and validation • Reverse phone lookup and caller identification • Automated move and death notifications • Customer data enrichment with 200+ attributes • Batch data cleansing and CRM synchronization The solution integrates seamlessly with CRM and business platforms such as Salesforce, HubSpot and Microsoft Dynamics via a modular REST API. An optional admin interface provides transparency, monitoring and operational control for business users. All data is sourced and hosted in Switzerland, ensuring compliance with strict data protection and governance requirements.

Who Is the Company Behind multisource?

Neutronian Data Quality Certification

Neutronian Data Quality Certification builds trust with data buyers and shortens sales cycles. It is an audit that certifies quality and compliance across the following categories: Consent/Compliance, Sourcing Transparency, Dataset Characteristics, Methodology/Processing, and Performance. Upon completion, certified partners can proudly display the Data Quality Certification badge in marketing materials and on their website.

Who Is the Company Behind Neutronian Data Quality Certification?

  • Seller: Neutronian
  • Year Founded: 2019
  • HQ Location: Silicon Valley, US
  • Twitter: @NeutronianInc
    10 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Paribus 365

Prevent, merge, and remove duplicate data - improve data quality - master Single Customer View (SCV) Duplicate data causes Microsoft Dynamics 365 users to become frustrated, misguided, and confused about the truth, ultimately leading to a lack of customer satisfaction. Therefore, successfully managing your Dynamics data and keeping it clean of duplicates is vital to achieving effective customer engagement and securing an SCV. Paribus 365™, seamlessly embedded in Dynamics 365, provides the following proven capabilities to ensure core principles of data quality: Intelligent Searching – the fuzzy matching capability of the Paribus Intelligent Search engine means you always find what you are looking for, even if you do not spell it exactly right, or know the exact name of the person or company. Duplicate Prevention – A lack of appropriate data quality policies puts your Dynamics 365 system at risk. Paribus Duplicate Prevention stops the creation of duplicate data by alerting users when they are about to add a record that already exists within Dynamics, enforcing your data governance strategy. Duplicate Detection – When engaging with entities in Dynamics, it is important for users to know if that entity could be a duplicate. Paribus Duplicate Detection actively provides users with valuable insight of any potential conflicting duplication before they engage with a given entity. This makes it easy for users to cross review each conflict and to establish an SCV. Data Cleanse, Merge and Consolidation – Achieving duplicate-free data should be a key goal of any data quality strategy. Paribus Data Cleansing searches across your entire Dynamics system to identify large-scale data duplication. Once identified, duplicates can be reviewed before easily merging and consolidating them into a single master golden record. Lead Management – Effective Lead management is essential to providing a clear insight of business opportunities. Paribus Lead Management automatically highlights existing customers to assist the Lead qualification and engagement process and prevent embarrassing and misguided customer interactions. Smart Entity Lookups – Dynamics 365 Entity Lookups do not contain fuzzy matching, and in cases where entities are not found, they promote the creation of a new entity, which may likely be a duplicate. Paribus Smart Entity Lookups provides an enhanced replacement with all the power of the Paribus fuzzy match engine, ensuring Dynamics users a safer alternative and allowing them to always establish the correct entity Lookup. Paribus 365™ is the DQ for Dynamics solution that revolutionizes data management, saving precious time and empowering organizations to realize the true potential of their data.

Who Is the Company Behind Paribus 365?

Pentaho Data Quality

Pentaho Data Quality enables teams to identify and resolve missing, inconsistent, and inaccurate data—before it impacts downstream systems and decision-making. Ensure Trusted, Compliant Data—Continuously Streamline Workflows and Accelerate AI Readiness Gain Full Visibility and Control of Your Data

Who Is the Company Behind Pentaho Data Quality?

  • Seller: Pentaho
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    141 employees on LinkedIn®

Precisely Data Experience

Precisely Data Experience helps teams make more informed decisions about the data they acquire. Registered users gain instant access to free sample data downloads, giving them the opportunity to isolate and assess the data that may eventually power their projects. Precisely Data Experience helps users begin analysis faster by offering plug and play capabilities for Business Intelligence (BI) and Business Analytics (BA) applications. This gives business users, with or without a technical background, a simple and effective way to access clean, pre-prepped and standardized data for use in any system.

Who Is the Company Behind Precisely Data Experience?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,006 employees on LinkedIn®

Product Data Quality Audit

Bhoroli scores how ready your e-commerce catalog is for AI shopping agents — and tells engineering exactly which gaps to fix first. Drop a URL on bhoroli.com; we crawl your storefront with a real browser and score every product across 9 quality dimensions (ACR, Completeness, Conformity, Consistency, Uniqueness, Validity, Referential Integrity, Accessibility, Accuracy) for a single PDQ score (0–100), plus a ranked punch list. Free, no signup. Built for Shopify, Salesforce, AEM, SAP, Magento, BigCommerce, and WooCommerce.

Who Is the Company Behind Product Data Quality Audit?

ProductMatch

ProductMatch is a semantic data integration and classification software that maps product data into common hierarchies and attribute trees quickly and automatically with visual tools and semantic based machine learning.

Who Is the Company Behind ProductMatch?

  • Seller: Data Ladder
  • Year Founded: 2006
  • HQ Location: Cambridge, MA
  • Twitter: @DataLadder
    1,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Qlik Talend Cloud

Qlik Talend Cloud offers extensive data integration capabilities plus data quality and governance. Available in Starter, Standard, Premium, and Enterprise editions, it provides features such as bulk and incremental replication, log-based CDC, no-code/low-code/pro-code data pipeline development, a data products catalog, and more . Qlik Talend Cloud can automate the design, creation and continuous update of data warehouses, lakehouses, and AI-ready data lakes on any cloud platform. It offers real-time or near-real-time data integration across heterogeneous environments, supporting critical workloads like fraud detection and AI inference. Qlik Talend Cloud has a scalable 'go-as-you-grow' approach, and supports multiple data integration patterns. Globally available on cloud infrastructure, this unified platform is designed to provide a trusted data foundation for AI and support various data integration needs across organizations of all sizes.

Average Rating: 4.6/5.0

Total Reviews: 13

How Do G2 Users Rate Qlik Talend Cloud?

  • Quality of Support: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Qlik Talend Cloud?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,551 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Company Size: 46% Medium, 38% Small

What Do G2 Reviewers Say About Qlik Talend Cloud?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the API integration of Qlik Talend Cloud, enabling seamless data ingestion with minimal infrastructure setup.
  • Users value the automation capabilities of Qlik Talend Cloud for effortlessly building and scheduling data ingestion pipelines.
  • Users appreciate the seamless cloud-based data ingestion capabilities of Qlik Talend Cloud, simplifying their pipeline management.
  • Users appreciate the ease of building Data Ingestion pipelines with Qlik Talend Cloud, simplifying infrastructure setup.
  • Users value the ease of building data ingestion pipelines in Qlik Talend Cloud without extra infrastructure requirements.

What Are Recent G2 Reviews of Qlik Talend Cloud?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated March 10, 2026