Best Data Quality Tools - Page 6

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 346

Category Stats (Nov 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Collate (+2.22%) - Among all products in this category, Collate recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Quality Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,300+ Authentic Reviews
  • 346+ 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, HubSpot Data Hub, Monte Carlo, Data Quality Navigator, dbt, Loqate, and DQLabs.

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=hubspot-data-hub&focus%5B%5D=monte-carlo&focus%5B%5D=data-quality-navigator&focus%5B%5D=dbt&focus%5B%5D=gbg-plc-loqate&focus%5B%5D=dqlabs)

DataHub

DataHub is an event-driven AI and Data Context Platform designed to unify discovery, governance, and observability across an organization’s entire data estate. Unlike traditional data catalogs, DataHub Cloud offers real-time updates, automatic policy enforcement, and seamless integration with over 100 data sources. This ensures that organizations can maintain data quality, compliance, and AI-readiness at scale, addressing the complexities of modern data management. Targeted at data teams, governance professionals, and AI practitioners, DataHub serves a diverse audience that includes data engineers, analysts, data stewards, and compliance officers. The platform is particularly beneficial for organizations that require a centralized source of truth for all metadata across various environments, such as data warehouses, lakes, business intelligence platforms, machine learning systems, and AI agents. By consolidating data management processes, DataHub enhances collaboration and efficiency within data teams, enabling them to work more effectively. One of the standout features of DataHub is its automated data lineage tracking, which operates down to the column level. This capability allows teams to quickly assess the impact of any upstream changes, facilitating faster debugging of quality issues and helping to avert costly incidents before they escalate to production. Additionally, the platform employs AI-powered functionalities to manage repetitive tasks associated with metadata, such as documentation generation, intelligent glossary classification, and sensitive data tagging. This automation empowers data professionals to concentrate on higher-value activities, thereby increasing overall productivity. For data governance and compliance teams, DataHub offers robust tools for continuous policy enforcement, role-based access controls, and personally identifiable information (PII) detection. The platform is designed to support regulatory standards such as GDPR, HIPAA, and PCI, all while minimizing manual oversight. This ensures that organizations can maintain compliance without the burden of extensive manual processes. Furthermore, for AI and ML teams, DataHub provides the reliable data context essential for developing trustworthy AI agents and models, fostering innovation and improving outcomes. With backing from prominent investors like Bessemer Venture Partners, LinkedIn, and 8VC, DataHub has gained the trust of leading organizations, including Netflix, Visa, Slack, and Pinterest. This widespread adoption underscores the platform's effectiveness in transforming data operations and enhancing the overall data management landscape. For more information, visit datahub.com.

Average Rating: 4.4/5.0

Total Reviews: 8

How Do G2 Users Rate DataHub?

  • Quality of Support: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind DataHub?

  • Seller: DataHub
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Palo Alto, California
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 63% Medium, 25% Large

What Do G2 Reviewers Say About DataHub?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of DataHub, finding it effective for organizing and sharing data effortlessly.
  • Users value the seamless connectivity of DataHub, connecting effortlessly to a wide range of third-party tools.
  • Users value the ease of use and free access of DataHub as an open source data catalog tool.
  • Users commend the accuracy of DataHub, effectively solving complex data lineage issues with ease and reliability.
  • Users value the affordable open-source nature of DataHub, allowing easy access and integration without costs.
Cons
  • Users face integration issues with DataHub, struggling with the lack of support for DBT and data quality tests.
  • Users experience dependency issues with DataHub, requiring significant effort from data owners for effective utilization.
  • Users find the interface difficult and clunky, making it challenging to navigate and utilize effectively.
  • Users note a lack of features in DataHub, particularly the absence of data quality test integrations.
  • Users experience slow performance with large datasets, making data management more cumbersome than anticipated.

What Are Recent G2 Reviews of DataHub?

Improvado

Improvado is the Marketing AI Command Center for enterprise brands and agencies: a marketing data platform with an AI agent on top. Connect any of 1,400+ data sources, and the data lands in one shared model. The agent then answers questions, builds reports, runs audits and applies fixes after you approve them. AI agent. Ask in plain English where budget was wasted, what changed in the pipeline last week or which creatives are showing fatigue, and get real numbers from your own data. The same agent can build a CMO dashboard, set up a data pipeline to your warehouse, analyze every creative and support marketing mix modeling. MCP. Improvado also works inside the AI tools your team already uses. One MCP connection lets Claude, ChatGPT, Codex, Cursor or your own agent access your governed marketing data. Sign-in uses OAuth, agents never see your credentials, and every account change needs your approval first. Knowledge Graph. Data alone does not tell an agent how your business works. The Knowledge Graph holds that context: how your team names campaigns, which markets count as EMEA, your target CPA and the experiments you already ran. The agent checks it before answering, so nobody has to explain the same rules to the next agent. The underlying platform. Improvado handles extraction, loading, transformation, marketing data governance and reporting, with a warehouse you control. 46,000+ metrics are mapped to one model, so "cost" in Google Ads and "spend" in Meta count as the same metric. Send data to Snowflake, BigQuery, Databricks or Redshift, and report in Looker Studio, Tableau or Power BI. Security. A SOC 2 Type II report, a DPA covering GDPR and CCPA, and Business Associate Agreements for HIPAA on Growth and Enterprise. Customer story. ASUS saves 90 hours a week on data preparation. What G2 reviewers say: "With Improvado, it takes one prompt." - Clara O., Sr Paid Media Strategist "The ability to set up new data connections, extractions, blends, and integrations just by prompting it in natural language is a huge plus for me." - Charly M., Paid Media Director "integrations across 17 data sources and more than 220 accounts and properties in multiple countries" - Valeria S., IT Business Intelligence Project Manager "helped inform million-dollar decisions for our organization" - Jonathan H., Business Intelligence Analyst "Another important benefit is that Improvado manages connector maintenance and API version updates." - Valeria S., IT Business Intelligence Project Manager "I've been impressed by how quickly they turn customer requests into product improvements and continue to innovate ahead of our needs." - Verified User in Manufacturing Plans. MCP Only starts at $100 a month. Managed plans start at $20,000 a year, and Enterprise adds hands-on professional services. Book a demo at www.improvado.io.

Average Rating: 4.4/5.0

Total Reviews: 93

How Do G2 Users Rate Improvado?

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

Who Is the Company Behind Improvado?

  • Seller: Improvado
  • Company Website:
  • Year Founded: 2015
  • HQ Location: San Diego, US
  • LinkedIn® Page: www.linkedin.com
    105 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Hospital & Health Care
  • Company Size: 52% Medium, 34% Small

What Do G2 Reviewers Say About Improvado?

AI-generated summary from verified user reviews

Pros
  • Users value the excellent customer support from Improvado, with timely responses and easy onboarding processes.
  • Users commend Improvado's exceptional support and easy setup for data connections and quality monitoring.
  • Users value the seamless integrations of Improvado, facilitating effortless data flow and management from various sources.
  • Users find Improvado's platform to be intuitive, making data connections and monitoring straightforward and user-friendly.
  • Users value the timely support from Improvado's team, enhancing the overall experience and resolving issues quickly.
Cons
  • Users find the learning curve steep, requiring technical expertise and developer assistance for optimal use of Improvado.
  • Users find the complexity of implementation challenging, especially when aligning data and adjusting widgets.
  • Users face API limitations that lead to inconsistent data delivery, hindering their ability to extract reliable insights.
  • Users find the complex setup of Improvado demanding, requiring significant effort to ensure data quality and functionality.
  • Users find that aligning data and adjusting widgets can be challenging, impacting the overall usability experience.

What Are Recent G2 Reviews of Improvado?

What Are G2 Users Discussing About Improvado?

Red Flag Alert

Red Flag Alert is an independently owned business intelligence and credit referencing platform that delivers real-time data to power confident, risk-aware decision making. Originally developed within Begbies Traynor, the UK’s largest insolvency firm, Red Flag Alert was designed to detect early signs of financial distress in businesses. Since spinning out as a standalone company in 2012, we’ve continued to build on over 25 years of expertise in identifying business risk before it becomes critical. We take a fresh approach to business data, challenging the outdated models of traditional credit reference agencies. Our live, real-time data feeds from multiple sources provide a more accurate, dynamic picture of business health, enabling our users to act immediately to protect their business.

Average Rating: 3.6/5.0

Total Reviews: 10

How Do G2 Users Rate Red Flag Alert?

  • Quality of Support: 6.0/10 (Category avg: 8.9/10)
  • Automation: 7.8/10 (Category avg: 8.8/10)
  • Identification: 7.5/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Red Flag Alert?

Who Uses This Product?

  • Company Size: 80% Small, 10% Large

What Do G2 Reviewers Say About Red Flag Alert?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Red Flag Alert, appreciating its straightforward interface and reliable information delivery.
  • Users value the automation of Red Flag Alert for delivering clear, timely information and issue tracking effortlessly.
  • Users find Red Flag Alert helpful for its reliable, clear, and timely information, aiding early issue detection.
  • Users value the simplicity of Red Flag Alert, appreciating its straightforward, no-frills approach to data management.
Cons
  • Users find it tedious to manage unnecessary and repetitive data in Red Flag Alert, affecting overall ease of use.
  • Users feel that Red Flag Alert is expensive and not transparent in pricing, leading to frustration and disappointment.
  • Users find filtering issues in Red Flag Alert tedious due to repetitive and unnecessary data.
  • Users find the incorrect information tedious to manage, with repetitive data complicating their experience with Red Flag Alert.
  • Users express frustration with poor customer support, highlighting unfulfilled commitments and dissatisfaction with service practices.

What Are Recent G2 Reviews of Red Flag Alert?

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Orchestra

Orchestra is a lightweight orchestration and observability platform which gives real-time complete visibility for your entire data stack. We automate your orchestration, monitoring, and metadata collection to allow Data Teams spend less time fixing broken things and more time on what matters: building. Orchestra decouples orchestration from the rest of your stack which allows you to get all the power of a fully-featured workflow orchestrator without any of the pain. Build DAGs, connect up your stack, make a ☕ sit-back and relax The platform removes boilerplate orchestration logic and adds powerful metadata so data teams deliver robust, scalable data products backed by enterprise orchestration and observability. Find our more at: https://www.getorchestra.io/

Average Rating: 4.9/5.0

Total Reviews: 21

How Do G2 Users Rate Orchestra?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)
  • Automation: 10.0/10 (Category avg: 8.8/10)
  • Identification: 10.0/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Orchestra?

Who Uses This Product?

  • Company Size: 52% Medium, 29% Small

What Do G2 Reviewers Say About Orchestra?

AI-generated summary from verified user reviews

Pros
  • Users value the automation in Orchestra, transforming complex scheduling into an easy, efficient process for teams.
  • Users appreciate the ease of organizing and automating data pipelines with Orchestra, enhancing productivity and efficiency.
  • Users find Orchestra to provide exceptional ease of use, streamlining complex tasks and enhancing productivity significantly.
  • Users find the easy setup of Orchestra invaluable, simplifying data pipeline organization and deployment significantly.
  • Users appreciate the efficiency of Orchestra, which simplifies organizing and deploying data pipelines, saving teams valuable time.

What Are Recent G2 Reviews of Orchestra?

Anteriad

Anteriad puts B2B marketers in front of their next customer and ahead of their competition. We are the demand generation partner for teams that need outcomes, not another software subscription. Our award-winning Anteriad Marketing Cloud tracks more than 500 billion buyer-related signals each month across 450 million+ global contacts, and our managed campaign experts turn that intelligence into coordinated, full-funnel programs that engage entire buying groups and drive growth. Today’s buying journey demands that level of coordination. Buyers start with AI, stay anonymous until they are deep into their decision process, and move in buying groups across finance, IT, procurement, and end users. Inbound alone is no longer enough, and disconnected point solutions create gaps between data, execution, and measurable impact. Anteriad connects intelligence directly to activation. The Anteriad Marketing Cloud identifies which accounts are actively researching, what they care about, and where they are in the buying process. Our managed campaign teams orchestrate multichannel programs across display, email, content syndication, programmatic, and CTV, ensuring every signal translates into meaningful engagement. Our data is Neutronian-certified and ranked in the top 1% for quality and transparency, giving marketing teams confidence they are reaching real buyers, not recycled lists. Clients have achieved 200x ROI, 20% revenue growth, and 1,900% higher click-through rates. Trusted by IBM, Microsoft, Lenovo, Forbes, SHRM, and hundreds of global B2B brands, Anteriad delivers accountable growth across industries and markets. If you are ready for coordinated, full-funnel execution that drives measurable growth, we are ready to put you in front of your next customer.

Average Rating: 4.5/5.0

Total Reviews: 33

How Do G2 Users Rate Anteriad?

  • Quality of Support: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Anteriad?

  • Seller: Anteriad
  • Company Website:
  • Year Founded: 2000
  • HQ Location: New York, NY
  • LinkedIn® Page: www.linkedin.com
    1,127 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 37% Medium, 34% Small

What Are Recent G2 Reviews of Anteriad?

ArcGIS Data Reviewer

ArcGIS Data Reviewer automates, simplifies, standardizes, and improves data quality control workflows to enable delivery of geospatial data you can trust. Lower data management costs and reduce risk in decision-making through this unified set of capabilities that support detection, management and reporting of errors in your data. Automate the detection of errors using configurable validation checks. Engage data consumers to elicit feedback on poor quality data that cannot be detected in an automated manner. Avoid duplicative efforts through comprehensive management of error results from detection through correction and verification in a centralized location.

Average Rating: 4.2/5.0

Total Reviews: 6

How Do G2 Users Rate ArcGIS Data Reviewer?

  • Quality of Support: 7.9/10 (Category avg: 8.9/10)
  • Automation: 8.3/10 (Category avg: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind ArcGIS Data Reviewer?

  • Seller: Esri
  • Year Founded: 1969
  • HQ Location: Redlands, CA
  • LinkedIn® Page: www.linkedin.com
    7,396 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 33% Medium

What Are Recent G2 Reviews of ArcGIS Data Reviewer?

What Are G2 Users Discussing About ArcGIS Data Reviewer?

Ataccama ONE

Ataccama ONE is a data trust platform that helps organizations improve data quality, monitor data reliability, govern enterprise data assets, and prepare trusted data for analytics and AI initiatives. Designed for complex cloud, on-premises, and hybrid environments, the platform is used by data governance teams, data quality managers, data engineers, analytics teams, and AI programs that require accurate, governed, and auditable data. The platform combines data quality, data observability, data catalog, data lineage, and reference data management in a unified solution. Organizations use Ataccama ONE to identify and resolve data issues, support regulatory compliance, improve confidence in reporting and AI outputs, and streamline enterprise data management operations. The platform also includes the ONE AI Agent, which helps automate tasks such as metadata enrichment, anomaly detection, rule recommendations, and documentation workflows. Ataccama ONE supports use cases including AI readiness, cloud migration, data modernization, regulatory compliance, and data product development. It is used across industries such as financial services, insurance, telecommunications, healthcare, manufacturing, and energy, where trusted data is critical for operational and strategic decision-making. Key capabilities include: - Data quality and observability tools for profiling, validating, monitoring, and improving data across systems and pipelines - Data catalog and lineage capabilities that help users discover, understand, and trace data assets and transformations - Reference data management for maintaining standardized business values across applications and business units - AI-assisted automation through the ONE AI Agent to support rule creation, anomaly remediation recommendations, and metadata management - Connectivity to cloud platforms, databases, data warehouses, BI tools, and AI ecosystems through built-in connectors and MCP server support

Average Rating: 4.2/5.0

Total Reviews: 11

How Do G2 Users Rate Ataccama ONE?

  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Automation: 8.3/10 (Category avg: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 7.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Ataccama ONE?

  • Seller: Ataccama
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Toronto, Canada
  • LinkedIn® Page: www.linkedin.com
    436 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 42% Large, 42% Small

What Do G2 Reviewers Say About Ataccama ONE?

AI-generated summary from verified user reviews

Pros
  • Users value the excellent customer support provided by Ataccama ONE, enhancing their overall experience and satisfaction.
  • Users value the customizable interface of Ataccama ONE, enhancing their overall user experience and satisfaction.
  • Users appreciate the customizable interface of Ataccama ONE, enhancing their overall user experience.
  • Users appreciate the ease of use of Ataccama ONE, highlighting its user-friendly UI and customization options.
  • Users appreciate the easy-to-use and customizable UI of Ataccama ONE, enhancing their overall experience with robust support.
Cons
  • Users find Ataccama ONE to have a complex interface that requires a significant learning curve.
  • Users find the difficult learning curve of Ataccama ONE to be a significant challenge in mastering the software.
  • Users find Ataccama ONE's interface difficult to learn, requiring additional training for effective usage.
  • Users find Ataccama ONE to have a steep learning curve, requiring significant time to become proficient.
  • Users find Ataccama ONE to have a steep learning curve, necessitating a better onboarding experience for easier navigation.

What Are Recent G2 Reviews of Ataccama ONE?

Trillium Quality

Precisely Trillium is a versatile, powerful data quality solution that supports your rapidly changing business needs, data sources, and enterprise infrastructures – including the cloud. With data cleansing and standardization features, users are able to automatically understand global data like customer, product, and financial, in any context – making pre-formatting and pre-processing unnecessary.

Average Rating: 4.5/5.0

Total Reviews: 6

How Do G2 Users Rate Trillium Quality?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)
  • Automation: 10.0/10 (Category avg: 8.8/10)
  • Identification: 10.0/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Trillium Quality?

Who Uses This Product?

  • Company Size: 67% Large, 33% Medium

What Are Recent G2 Reviews of Trillium Quality?

What Are G2 Users Discussing About Trillium Quality?

Acquia Web Governance

Acquia Web Governance, formerly known as Monsido, is a leading web governance solution designed to enable organizations to deliver a superior and inclusive user experience across their digital presence and support their journey to ensure communications are open, optimized, and compliant. Acquia Web Governance includes a cohesive suite of tools for web accessibility, website quality assurance, brand and content compliance, user consent management, social and web content archiving, and more. For more information, visit https://www.acquia.com/products/acquia-web-governance.

Average Rating: 4.5/5.0

Total Reviews: 152

How Do G2 Users Rate Acquia Web Governance?

  • Quality of Support: 9.1/10 (Category avg: 8.9/10)
  • Automation: 7.5/10 (Category avg: 8.8/10)
  • Identification: 7.5/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Acquia Web Governance?

  • Seller: Acquia
  • Year Founded: 2007
  • HQ Location: Boston, MA
  • LinkedIn® Page: www.linkedin.com
    1,085 employees on LinkedIn®
  • Phone: -8836.219

Who Uses This Product?

  • Top Industries: Government Administration, Higher Education
  • Company Size: 50% Medium, 26% Large

What Do G2 Reviewers Say About Acquia Web Governance?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Acquia Web Governance, streamlining website tasks and enhancing overall efficiency.
  • Users value the enhanced accessibility features of Acquia Web Governance, making compliance management easier and more effective.
  • Users value the detailed insights and content policies for accessibility, streamlining issue identification and resolution.
  • Users appreciate the error detection capabilities of Acquia Web Governance, simplifying the identification and resolution of website issues.
  • Users appreciate the integrated functionality of Acquia Web Governance, streamlining management for SEO and accessibility.
Cons
  • Users experience occasional tool issues like incomplete scans and slow Chrome extension performance outside work networks.
  • Users find the complex usability challenging, particularly for beginners needing more guidance and simplified navigation.
  • Users face filtering issues with Acquia Web Governance, limiting reporting and complicating mobile website management.
  • Users find integration difficulty with tools like Jira and slow report generation a challenge in their workflow.
  • Users find that integration issues hinder performance, notably with slow report generation and limited analytics tool compatibility.

What Are Recent G2 Reviews of Acquia Web Governance?

What Are G2 Users Discussing About Acquia Web Governance?

CUBO iQ® Enterprise

Globalization and the emergence of new applications demand accurate correlations between entity records, which have been expressed with different schemas, formats, fields, and attributes. In a private entity, a single view of their customers is essential for Business Intelligence (BI) and more. Identity resolution is also used in applications related to data quality, such as Customer Data Management (CDM) and Master Data Management (MDM). In contexts like national security, it is possible to identify dangerous profiles through screening for patterns, providing real-time visible matches. In the case of financial services, it can identify customers associated with illicit activities such as terrorism, money laundering, and fraud (by conducting background checks). Most developed countries require compliance with Know Your Customer (KYC), Politically Exposed Person (PEP), and Office of Foreign Assets Control (OFAC) regulations. For the healthcare sector, it enables the construction of a comprehensive picture of patient-related information. The capabilities of automated identity resolution are accurate, fast, and scalable, specifically addressing these and other entity matching requirements. Vision.

Average Rating: 4.5/5.0

Total Reviews: 5

How Do G2 Users Rate CUBO iQ® Enterprise?

  • Quality of Support: 8.9/10 (Category avg: 8.9/10)
  • Automation: 7.5/10 (Category avg: 8.8/10)
  • Identification: 6.1/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind CUBO iQ® Enterprise?

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of CUBO iQ® Enterprise?

Email Hippo

Email Hippo provides fast, accurate and secure email verification software, accessed via web app or API. Check a list of up to 500,000 emails, or use our API to screen emails in real time to prevent spam and service abuse. With our ASSESS product, anti-fraud teams can also detect fraud risks at the point of sign up - checking emails for common signs of compromise or malicious intent. Email Hippo has provided email verification since 2000 and became ISO27001 certified in 2017.

Average Rating: 4.0/5.0

Total Reviews: 5

How Do G2 Users Rate Email Hippo?

  • Quality of Support: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Email Hippo?

Who Uses This Product?

  • Company Size: 83% Small, 17% Large

What Are Recent G2 Reviews of Email Hippo?

What Are G2 Users Discussing About Email Hippo?

Great Expectations

We're helping data teams have confidence in their data, no matter what. GX Cloud is our end-to-end platform for managing your data quality process. It delivers the intuitive experience of a fully managed SaaS solution while harnessing the power of the world's most popular data quality framework. With GX Cloud, data teams can work quickly, collaborate effectively, and always know what to expect from their data. GX Core is our open source Python offering, and the world's most popular data quality framework. It's a powerful, flexible data quality solution that empowers data teams to communicate better and take action effectively. At its heart are Expectations: verifiable assertions about your data that create clear and expressive data quality tests.

Average Rating: 4.5/5.0

Total Reviews: 11

How Do G2 Users Rate Great Expectations?

  • Quality of Support: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Great Expectations?

Who Uses This Product?

  • Company Size: 45% Medium, 36% Small

What Are Recent G2 Reviews of Great Expectations?

Impler

🌐 What is Impler? Impler is an open-source data import experience designed to simplify the process of bringing data into your systems. Whether you're building a startup or an enterprice app, Impler can help you effortlessly integrate Data Import Experience in your app. 🛠 Key Features: ✅ Open-Source: Impler is community-driven and open-source, ensuring accessibility and transparency. ✅ User-Friendly: Say goodbye to back-forth of data files with your customers. Impler offers an intuitive interface for hassle-free data imports by your Users. ✅ Scalable: Impler can handle importing data from thousands to millions, so sky is the limit for your customers. ✅ Seamless Integration: Integrate into your app built into any language or framework. ✅ Community Support: Join our vibrant community and get help, share insights, and collaborate on data import projects. 📊 Who Can Benefit? - HR Software: Import Employess, Payroll, Attendance, Leave data. - Job Board Software: Import Jobs, Learners, Candidates, Courses data. - ERP Software: Import Products, Categories, Pricing, data in seconds.

Average Rating: 4.9/5.0

Total Reviews: 10

How Do G2 Users Rate Impler?

  • Quality of Support: 9.4/10 (Category avg: 8.9/10)
  • Automation: 9.2/10 (Category avg: 8.8/10)
  • Identification: 10.0/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Impler?

Who Uses This Product?

  • Company Size: 40% Medium, 40% Small

What Do G2 Reviewers Say About Impler?

AI-generated summary from verified user reviews

Pros
  • Users appreciate that Impler's automation capabilities minimize engineering effort, streamlining workflows and reducing manual tasks.
  • Users value the ease of data cleaning with Impler, significantly reducing manual work and engineering effort.
  • Users appreciate the seamless data integration of Impler, streamlining their workflow and reducing engineering effort significantly.
  • Users appreciate that Impler offers seamless data validation, enhancing workflow and reducing manual engineering efforts significantly.
  • Users appreciate the ease of use of Impler, streamlining workflows without requiring extensive engineering effort.

What Are Recent G2 Reviews of Impler?

TopQuadrant

TopBraid EDG is a comprehensive data governance platform designed to help organizations manage, connect, and make sense of their data assets with unmatched flexibility and transparency. Powered by semantic web standards and knowledge graph technology, TopBraid EDG helps build an AI-ready data foundation for governing your data at scale. By seamlessly integrating taxonomies, ontologies, structured and unstructured data, and policies, TopBraid EDG enables dynamic, enterprise-wide semantic interoperability to connect disparate systems, drive smarter decision-making and compliance that inject policy into the data layer. With its scalable, extensible architecture, TopBraid EDG empowers organizations to unlock the full potential of their data while maintaining trust, accuracy, and agility.

Average Rating: 4.5/5.0

Total Reviews: 11

How Do G2 Users Rate TopQuadrant?

  • Quality of Support: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind TopQuadrant?

  • Seller: TopQuadrant
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Raleigh, US
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 33% Large, 33% Small

What Are Recent G2 Reviews of TopQuadrant?

Match Data Pro

At Match Data Pro, our core focus is data matching and entity resolution — but our platform goes far beyond that: We’ve built MDP to empower organizations with a smarter, scalable, and secure environment for managing data across teams, systems, and workflows. Whether you’re cleansing, profiling, enriching, or deduplicating data, MDP is designed to support multi-user collaboration, process automation, and high-confidence data preparation. Our all-in-one suite helps you move, manage, and make data fit-for-purpose — seamlessly across cloud, on-premises, and hybrid environments. Let Match Data Pro help you unlock the full potential of your data — confidently, collaboratively, and at scale. Connect and sync data from disparate systems and formats Cloud API and integrations Pre-built connectors Streamline management of integrations and workflows from a clean, intuitive dashboard, no coding required Replicate and synchronize data across disparate source and target systems Data quality tools Connect data from disparate systems to create relationships and 360 views of any data domain Master Data Management tools allowing you to standardize, clean and deduplicate records at scale with rules that prevent bad data from entering your disparate systems Custom data processing and workflow creation and automation with reusable projects, reusable rules, version control, scheduling, webhooks, and REST API triggers Empowering teams to collaborate with multiuser capabilities by creating users and teams to share and collaborate with projects and permissions, securely across the organization

Average Rating: 5.0/5.0

Total Reviews: 4

How Do G2 Users Rate Match Data Pro?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)
  • Automation: 10.0/10 (Category avg: 8.8/10)
  • Identification: 10.0/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Match Data Pro?

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Do G2 Reviewers Say About Match Data Pro?

AI-generated summary from verified user reviews

Pros
  • Users value the exceptional data cleaning capabilities of Match Data Pro, appreciating its effectiveness and user-friendly approach.
  • Users commend the ease of use of Match Data Pro, making complex data tasks simple and accessible.
  • Users value the empowering learning experience provided by Match Data Pro, enhancing their understanding of data management.
  • Users value the efficient automation in Match Data Pro, enabling quick and accurate data matching and processing.
  • Users commend the exceptional customer support at Match Data Pro, appreciating their dedication and helpfulness throughout the process.

What Are Recent G2 Reviews of Match Data Pro?

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