Best Data Quality Tools - Page 10

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)

4DAlert

A cloud-based solution that automates Data Reconciliation, Data Quality, and Data Ops. The solution comes with three main modules. a) Automatic Data Reconciliation – The solution leverages API technology to connect with most modern analytics databases and data lakes reconciles data automatically between source targets and generates alerts when there is a data mismatch beyond a certain threshold. b) Automatic Data Quality - The solution comes with a predefined set of data quality catalogs that could be easily deployed into any analytics platform to measure data quality and generate alerts when there is a data anomaly. c) CI/CD and DataOps – The CI/CD module of the solution automates schema comparison for most modern databases which include Snowflake, Google Bigquery, and Redshift, and integrates with multiple source control tools such as GIT, Azure DevOps and automates database changes

Who Is the Company Behind 4DAlert?

Accurity Software Suite

With Accurity, the all-in-one data intelligence platform, you get company-wide understanding and complete trust in your data - speed up business-critical decision making, increase your revenue, reduce your costs, and ensure your company’s data compliance. Accurity supports multiple solutions across the entire project life cycle from the definition of data requirements to data quality checks by data stewards. Accurity offers comprehensive solutions covering data harmonization, quality and lineage including business glossary, data catalog, and reference data management. You can describe and provide a company-wide and company-specific common language of business terms and get a complete overview of all technical metadata related to your business “projects” that covers all layers of your data architecture. And break down your business terms to a structured, consistent, and more granular model that allows you to achieve data lineage. Accurity platform is available on-premises or as a SaaS. It is built in a way to help beginners easily start managing their data with the ability to scale up the range of services according to your needs, up to large-scale enterprise environments with specialist requirements. Anyone can get started with Data Catalog and Business Glossary SaaS right now, absolutely free.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Accurity Software Suite?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Accurity Software Suite?

  • Seller: Simplity
  • Year Founded: 2010
  • HQ Location: Prague, CZ
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Accurity Software Suite?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive interface and flexibility of Accurity Software Suite, enhancing collaboration and metadata management.
  • Users benefit from the automation capabilities of Accurity, enhancing metadata management and fostering collaboration across teams.
  • Users value the easy collaboration features of Accurity, enhancing both business and technical user experiences seamlessly.
  • Users value the usability and flexibility of Accurity Software Suite for effective compliance management and data governance.
  • Users benefit from exceptional data accuracy, streamlining metadata management and enhancing trust and compliance in their processes.
Cons
  • Users find the difficult setup process challenging initially, requiring planning and coordination despite excellent support from Accurity.
  • Users face user adoption difficulty due to extensive initial setup, though support helps streamline the process.

What Are Recent G2 Reviews of Accurity Software Suite?

AI Data Validator

AI Data Validator, a FinanceOS tool for Google Sheets™, manages, cleans, and organizes data, offering features like duplicate removal, row combining, and table comparison.

Who Is the Company Behind AI Data Validator?

Astera Data Pipeline Builder (Centerprise)

Astera Data Pipeline Builder (Centerprise) provides a no-code, scalable, high-performance, and affordable integration platform designed for technical and non-technical users to connect, transform, and move data from diverse sources to preferred destinations. With Astera's industrial strength ETL/ELT engine, 200+ transformations, and scheduling capabilities, users can build automated data pipelines in a matter of a few clicks. Users can also execute ETL and ELT data pipelines manually, schedule them for automated reruns, or orchestrate them as part of a larger data management process. Whether it's data extraction, transformation, cleansing, or loading, Astera Data Pipeline Builder excels at ensuring data accuracy and reliability. It offers comprehensive data validation capabilities, enabling users to enforce data quality and consistency. It is also a go-to solution for data migration, data warehousing, and business intelligence.

Average Rating: 4.3/5.0

Total Reviews: 31

How Do G2 Users Rate Astera Data Pipeline Builder (Centerprise)?

  • Quality of Support: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Astera Data Pipeline Builder (Centerprise)?

  • Seller: Astera Software
  • HQ Location: Simi Valley, CA
  • Twitter: @AsteraSoftware
    2,255 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    170 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 48% Medium, 32% Small

What Are Recent G2 Reviews of Astera Data Pipeline Builder (Centerprise)?

Audit Fox

That expensive HubSpot audit PDF from last quarter? It’s already useless. We know. At RevX, we’ve spent a decade in the RevOps trenches, delivering over 800 projects. We've seen firsthand how quickly HubSpot instances turn into data graveyards, making static reports expensive paperweights. That’s why we built Audit Fox: a living, breathing health monitor for your portal. It’s the powerful HubSpot audit tool we always wished we had—fast, actionable, and always on. Audit Fox helps you stop putting out fires and start building a CRM that actually works. Tired of flying blind? Get your instant HubSpot health score: Instead of digging for problems, get an immediate 0-100 score on your HubSpot portal’s health. It’s a dead-simple way to see if you’re getting better or worse over time and finally have a real KPI for data quality to show your leadership. Overwhelmed by a giant to-do list? Audit Fox tells you what to fix first: Forget endless lists of "issues." Our HubSpot audit software uses risk-categorized issue Detection to surface the critical problems that are actively leaking revenue right now. You’ll know exactly what to tackle today and what can wait. Don’t just find problems, get solutions. Drill down with AI-powered Insights: Finding an issue is easy. Knowing how to fix it is what matters. Audit Fox gives you detailed breakdowns and clear, actionable recommendations for every problem it finds. Need to know if your automations are helping or hurting? See email & workflow performance Clearly: Finally, a unified view of your automation engine. See exactly how your workflows and emails are performing. Diagnose issues, spot trends against benchmarks, and turn your automation insights into actual wins. No time for a full system teardown? Run HubSpot audits on your terms: Need to check deal data quality before a board meeting? Or troubleshoot your marketing forms? As a flexible HubSpot data quality audit software, Audit Fox lets you run targeted scans on specific objects. Get the answers you need in minutes, not hours. Need to prove your point to the boss? Export stakeholder-ready HubSpot audit reports: When it's time to share, you're ready. Instantly generate clean PDF reports for your executive team or export raw CSV data for the spreadsheet warriors on your team. Track your audit history and show a clear before-and-after of your improvements. Audit Fox is THE CRM audit tool built for RevOps folks who live in HubSpot: HubSpot Admins RevOps, MarOps Specialists, SalesOps & SupportOps Teams, CRM Managers. Stop guessing. Start fixing. Audit Fox is the most powerful HubSpot audit tool you need.

Who Is the Company Behind Audit Fox?

  • Seller: RevX Inc
  • Year Founded: 2017
  • HQ Location: Bellevue, US
  • Twitter: @RevX2024
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Axolotl

Our new product Axolotl - a readily integrable end-to-end automated data remediation engine that detects, flags and takes actions to fix complex data quality issues for structured datasets. By bridging the gap between raw data and trustworthy AI, we ensure AI readiness that your own AI models are trained on data of accuracy and integrity. Our mission is to move enterprises from monitoring or observing data issues to automatically resolving them bypassing hallucination risk and boosting operational efficiency for data-critical organizations.

Who Is the Company Behind Axolotl?

  • Seller: ADEQUATA
  • Year Founded: 2026
  • HQ Location: Dover, US
  • Twitter: @ADEQUATA_AI
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Blazent

Blazent is a cloud-based IT data integrity engine that aggregates, reconciles and consolidates IT data.

Who Is the Company Behind Blazent?

  • Seller: Blazent
  • Year Founded: 2001
  • HQ Location: Livonia, US
  • Twitter: @Blazent
    1,788 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    45 employees on LinkedIn®

Centric PXM

Centric PXM™ (Product Experience Management) formerly Contentserv is an AI-driven product commercialization platform that unifies Product Information Management (PIM), Digital Asset Management (DAM), Syndication and Digital Shelf Analytics (DSA) in a single enterprise-ready solution. With embedded AI, the system automates content enrichment, validation and localization, transforming product data into compelling, high-performing product experiences across e-commerce, marketplaces and retail channels. The platform centralizes product information, digital assets and product content workflows to create a single source of the truth, driving accuracy, speed and consistency across the digital shelf. By combining Centric PIM™, Centric DAM™, Centric ShoppingFeed™ and Centric DSA™ in one AI-powered commercialization platform, organizations can accelerate product launches, expand into new markets, reduce errors and compliance risks while delivering consistent brand experiences across channels. Organizations can distribute optimized product content across 1,000+ marketplaces, retailers, social platforms and DTC channels from a single connected solution. Companies using Centric PXM report up to 60% faster commercialization preparation, 70% faster catalog creation and significantly improved product data accuracy, enabling faster time-to-market, greater sell-through and profitability and stronger digital shelf performance. With an intuitive interface and open, configurable architecture, Centric PXM integrates seamlessly with e-commerce platforms, marketplaces, ERP systems and the broader Centric portfolio including Centric PLM™, Centric Planning™ and Centric Pricing & Inventory™, creating a powerful digital foundation for scalable growth.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Centric PXM?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Centric PXM?

Cigati CSV Duplicate Remover

Cigati CSV Duplicate Remover is a reliable and efficient solution for finding and removing duplicate records from CSV files. Designed for individuals and businesses handling large datasets, this software automatically scans CSV files, identifies duplicate entries, and removes unwanted records without requiring tedious manual checking. Users can add single or multiple CSV files, preview their data, and select specific columns as criteria for identifying duplicates. Its batch-processing feature makes it easy to clean multiple files in one go, saving valuable time and effort. The tool is designed to preserve the original structure, order, and integrity of CSV data during the removal process. Users can also choose a preferred destination path for saving the cleaned files. Compatible with Windows 11 and earlier versions, Cigati CSV Duplicate Remover offers a simple and convenient way to organize and clean CSV datasets. A free trial is available with limitations, while the licensed version provides unrestricted duplicate removal capabilities.

Who Is the Company Behind Cigati CSV Duplicate Remover?

  • Seller: Cigati Solutions
  • Year Founded: 2018
  • HQ Location: Noida, Uttar Pradesh
  • Twitter: @Cigatisolution
    11 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Claro AI

Claro AI is an AI-powered product and supplier data platform designed for companies that manage large, complex catalogs across multiple suppliers, systems, and channels. Aggregators, distributors, marketplaces, and vertical platforms often struggle with fragmented data: inconsistent schemas, duplicate records, missing attributes, and manual workflows that slow down supplier onboarding and compromise data quality. Claro AI automates the entire product data lifecycle from ingestion and normalization to matching, enrichment, validation, and publishing so teams can operate on reliable, machine-ready data. Claro AI ingests data from ERPs, PLMs, PIMs, spreadsheets, PDFs, APIs, and supplier feeds, regardless of format, language, or structure. It normalizes attributes, resolves duplicates, creates canonical entity IDs, and enriches records with technical specifications, compliance information, and external context. Built-in confidence scoring, provenance tracking, and human review workflows ensure that automation remains transparent, controllable, and auditable. By acting as the execution and coordination layer above systems of record, Claro AI connects disparate data sources with downstream applications such as PIMs, storefronts, marketplaces, analytics platforms, and procurement systems. Organizations use Claro AI to accelerate supplier onboarding, improve search and discovery, enable accurate analytics, support smarter procurement and pricing decisions, and prepare catalogs for AI-driven use cases. Claro AI is used across retail and e-commerce, manufacturing and B2B distribution, ticketing and events, and procurement ecosystems, helping teams replace manual data operations with scalable, continuous automation.

Who Is the Company Behind Claro AI?

  • Seller: Claro AI
  • Year Founded: 2024
  • HQ Location: Berlin, DE
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

CleanCRM

CleanCRM de-dupes your Accounts, Contacts or Leads with one click. Reclaim sales time, empower Marketing, and report on clean data. CleanCRM is embedded in your CRM, no software installation.

Who Is the Company Behind CleanCRM?

CleanICP

CleanICP continuously cleans and enriches your CRM contact data. This ensures your go-to-market teams are working with accurate, aligned, and actionable data, improving outreach, streamlining handoffs, and driving better customer experiences.

Who Is the Company Behind CleanICP?

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