Best Data Quality Tools - Page 17

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 282

Category Stats (Sep 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: snapAddy (+0.84%) - Among all products in this category, snapAddy recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank Data Quality Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,400+ Authentic Reviews
  • 282+ 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, GTM Studio - Powered by ZoomInfo, Monte Carlo, HubSpot Data Hub, Data Quality Navigator, dbt, DQLabs, and D&B Connect.

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

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
    4 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?

Pearstop

Who Is the Company Behind Pearstop?

  • Seller: Pearstop
  • Year Founded: 2024
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

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
    159 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
    3,046 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
    21 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
    4,399 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 value the seamless API integration of Qlik Talend Cloud, simplifying data ingestion without extra infrastructure.
  • Users love the automation capabilities of Qlik Talend Cloud, streamlining data ingestion without extra infrastructure setup.
  • Users value the ease of building data ingestion pipelines in Qlik Talend Cloud without needing extra infrastructure.
  • Users appreciate the ease of Data Ingestion with Qlik Talend Cloud, allowing seamless pipeline creation without extra infrastructure.
  • Users appreciate the ease of building data ingestion pipelines in Qlik Talend Cloud without extra infrastructure setup.

What Are Recent G2 Reviews of Qlik Talend Cloud?

Qualdo-MQX

Qualdo-MQX is a leader in monitoring and improving data quality and ML-Models for enterprises adopting a multi-cloud and modern data ecosystem. Qualdo.ai is a proprietary SaaS product where Data-Quality meets Model Monitoring. Available on Azure, AWS and Google cloud databases, Qualdo™ helps enterprises monitor mission-critical ML & data issues, errors, and quality using Augmented Data Engineering. In other words, performance is measured and monitored in autopilot mode.

Who Is the Company Behind Qualdo-MQX?

  • Seller: Saturam
  • HQ Location: N/A
  • Twitter: @qualdo_ai
    46 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Quickcode

Quickcode is an AI-powered trade intelligence platform that helps companies navigate global trade as a strategic lever, not a risk. By forecasting the impact of tariffs, classifications, and regulatory changes before products move, Quickcode enables smarter sourcing, pricing, and market decisions, while reducing compliance risk and operational friction across everyday trade workflows.

Who Is the Company Behind Quickcode?

Quill CRM Hygiene

Quill CRM Hygiene is a CRM data hygiene platform: specialized AI agents that find data quality problems in Salesforce and HubSpot, propose fixes with evidence, and clean things up as autonomously as you'd like. Instead of matching rules you write and maintain, Quill's agents reason about the records themselves. They deduplicate companies, contacts, leads, and deals, match leads to accounts, repair parent and child account hierarchies, validate addresses and emails, and fill in the critical fields reps skip. Every proposed change is queued with its supporting evidence, so you review what you want and automate what you trust. Quill is built for RevOps, Sales Ops, and GTM engineering teams who own CRM data quality, and for companies that want to deploy AI on their CRM without breaking its integrity. Getting started begins with a free diagnostic: Quill analyzes your data and shows you exactly what it would fix before you commit to anything. Built in New York by a team from Palantir and Datadog. SOC 2 and HIPAA compliant.

Who Is the Company Behind Quill CRM Hygiene?

RowLoom

Anyone who deals with recurring CSV exports — from a supplier, a bank, a marketplace, a client — knows the drill: dates in three different formats, trailing whitespace, numbers as text, empty rows breaking your import. RowLoom is a free browser tool that cleans and standardizes CSVs. Drop in a file with no signup for a one-off, or create an account to save a "schema" (your target column layout) — RowLoom auto-suggests and remembers the mapping so the next file from the same source is a one-click job.

Who Is the Company Behind RowLoom?

Rudol

Unlock the real power of your Data In today's data-driven landscape, the quality of your data is paramount. Poor data quality can lead to wrong business decisions, poor quality software or biased AI trainings, due to inaccurate, incomplete, or unreliable information. Enter Rudol, your data quality partner, designed to elevate your data quality game to new heights. Rudol is a comprehensive data quality platform that empowers organizations to maximize the value of their data. It's tailor-made for enterprises that recognize the importance of data quality, from improving decision-making to regulatory compliance, machine learning training or simply reducing problems in published software. And it does it for your whole organization, because it requires no technical background or coding skills whatsoever, its completely self service with 24/7 support, and all user accounts are Free, because the subscription cost is determined by the volume of your Data, enabling your whole structure to be part of the process. The foundation of data quality is understanding the landscape of your Assets. Rudol's Data Catalog allows organizations to bring order to their stack, by adding data sources from the most popular technologies, whether it's structured SQL databases, spreadsheets, dashboards, or even streaming sources. Then teams can perform Governance processes and define Owners, classify under Domains or Tags, put sensitive labels and help teams discover unknown sources for their projects. For those who don't want to have another browser tab opened, Rudol provides Slack, Microsoft Teams and Google Chrome plugins with vast functionalities, so you can find and share resources while chatting with another team member, or in your browser as a sidebar, while using your favorite analytics platform. Enabling Data Quality is a tedious process, Business Stakeholders have to chime in trying to translate their vision into technical requirements, and Software Engineers have to interpret those requirements, for coding boring, repetitive and time consuming scripts. This process is done with friction, and is very difficult to maintain over time, so Rudol bypasses this process by giving Business Stakeholders easy to build Validations that require no coding background and are extremely easy to configure. Choose from more than 15 Business Rules Validations or let Rudol parse your Data to pre configure some of them, the process takes less than 3 minutes and you can massively configure Validations to all your Assets in an instant. Releasing your Data Team from this repetitive tasks is crucial for optimizing their work and getting more value out of the practice, that's why Rudol also offers AI Validations to detect Anomalies where no business rules are defined. Use one of our 3 models to detect inconsistencies where not even Business Stakeholders can notice, and proactively notify your interested roles to identify hidden problems or false positives, because the models learn and improve with your feedback. Rudol also offers Lineage level traceability for Root Cause and Impact Analysis, allowing you to trace data from source to destination across data pipelines. Understand the upstream and downstream implications of any data issue, promoting accountability and transparency, or copy Validations accross your pipeline flow for higher quality coverage. With Rudol, Data Quality becomes accesible and easy to execute. It's designed for all levels of technical expertise, allowing everyone in your organization to participate in maintaining data quality. Rudol enhances decision-making, reduces infrastructure costs, and empowers organizations to make the most out of their data. Don't let poor data quality hinder your success. Choose Rudol and enable the real power of your Data.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Rudol?

  • Seller: Rudol
  • Year Founded: 2022
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Rudol?

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