Best Data Quality Tools - Page 2

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)

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DQE One

DQE One is a real-time data quality platform that validates, standardizes, deduplicates, and enriches customer data, including email addresses, phone numbers, and postal addresses. It helps businesses maintain accurate, complete, and unified customer data across CRM systems, marketing platforms, and operational tools. DQE One solves common data quality challenges such as: - Invalid emails and poor deliverability - Incorrect postal addresses and failed deliveries - Wrong phone numbers and unreachable contacts - Duplicate records and fragmented customer data - Inconsistent data formats across systems It ensures that customer data is clean and usable from the moment it enters your systems. Key capabilities include: - Real-time validation of email, phone, and address data - Data standardization and formatting across systems - Duplicate detection and record merging to create a single customer view - Data enrichment to complete and enhance customer information - Global address validation with country-specific rules - API-first architecture for real-time processing and easy integration DQE One detects duplicate customer records and merges them to create a unified customer view. This improves CRM reliability, reporting accuracy, and overall data consistency. Typical use cases include: - CRM data cleansing and deduplication - E-commerce checkout optimization - Lead capture and contact data validation - Customer data integration across multiple systems - Data governance and data quality initiatives DQE One integrates with platforms such as Salesforce, HubSpot, and other CRM, marketing automation, and e-commerce tools. It can be deployed via API or connectors to ensure data quality across all customer touchpoints. DQE One is designed for companies that want to improve data accuracy, reduce operational inefficiencies, eliminate duplicates, and deliver better customer experiences through reliable data.

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Insycle

Insycle is a powerful and intuitive solution that keeps your CRM data clean, accurate, and organized. Insycle integrates with HubSpot, Salesforce, Pipedrive, and more, giving users the power to achieve and maintain pristine customer data. Insycle centralizes data management processes, including deduplication, data standardization, data enrichment, and field management — all in a no-code environment. Insycle doesn’t just stop at cleaning your data—it empowers your entire team to make better, more informed decisions. Whether you’re a marketer segmenting your audience, a sales leader refining your pipeline, or an operations professional maintaining data hygiene, Insycle provides the comprehensive tools you need to keep your CRM data in top shape. For users with both HubSpot and Salesforce, Insycle is uniquely able to ensure the sync between the platforms doesn’t break as well as identify duplicates and inconsistencies and give you the tools to fix them in a few clicks. Insycle’s most-loved features include: Deduplication: Analyze millions of records in seconds and get a detailed report of all duplicates. Use flexible matching and bulk merging to quickly eliminate duplicates. And automatically avoid creating duplicates for new records. Data Standardization: Standardize data in any field and create your own processes and templates to solve unique standardization problems. Works on any CRM data field — across contacts, companies, and deals. Data Maintenance Automation: Automate your data-management processes with workflows. Use the CRM Health Assessment tool to run reports and identify data issues. Recognized for its ease of use, robust functionality, and outstanding customer support, Insycle is the go-to solution for businesses looking to eliminate data chaos, enhance data quality, and turn their CRM into a powerful, growth-driving asset — just check out our reviews! Go to www.insycle.com to get a 14-day free trial.

Average Rating: 4.6/5.0

Total Reviews: 208

How Do G2 Users Rate Insycle?

  • Quality of Support: 9.3/10 (Category avg: 8.9/10)
  • Automation: 9.3/10 (Category avg: 8.7/10)
  • Identification: 9.0/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Insycle?

  • Seller: Insycle
  • Company Website:
  • Year Founded: 2016
  • HQ Location: New York
  • Twitter: @insycle
    289 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Marketing Manager, Revenue Operations Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Medium, 43% Small

What Do G2 Reviewers Say About Insycle?

AI-generated summary from verified user reviews

Pros
  • Users find Insycle's ease of use exceptional, thanks to its customization, automation, and supportive resources for learning.
  • Users appreciate Insycle's data accuracy, effectively eliminating duplicates and ensuring consistency for better data management.
  • Users appreciate the effective duplicate management of Insycle, streamlining the cleanup of CRM data effortlessly.
  • Users value the seamless HubSpot integration of Insycle, greatly improving data accuracy and efficiency.
  • Users appreciate the responsive customer support of Insycle, ensuring quick assistance and a smooth onboarding experience.
Cons
  • Users find the learning curve steep, making the platform initially daunting and complex to navigate effectively.
  • Users find the platform not user-friendly, with a steep learning curve and a complex interface deterring usage.
  • Users find Insycle expensive, especially for larger HubSpot accounts with high record counts affecting value.
  • Users struggle with the complexities of parameters and confusing UI, making the experience less efficient and frustrating.
  • Users find the user interface not intuitive, leading to confusion and difficulty in navigating the platform's features.

What Are Recent G2 Reviews of Insycle?

What Are G2 Users Discussing About Insycle?

Collibra

Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are trying to accelerate data and AI use cases while ensuring compliance, but are struggling with fragmented governance and visibility across the whole hybrid data ecosystem. Collibra unifies governance for data and AI across every system, data source and user—to create safe autonomy and a foundation for scaling AI and data use cases. With Collibra, you can accelerate all your data and AI use cases, safely and with well–understood data. That’s Data Confidence.

Average Rating: 4.2/5.0

Total Reviews: 99

How Do G2 Users Rate Collibra?

  • Quality of Support: 8.2/10 (Category avg: 8.9/10)
  • Automation: 7.8/10 (Category avg: 8.7/10)
  • Identification: 8.4/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 7.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Collibra?

  • Seller: Collibra
  • Company Website:
  • Year Founded: 2008
  • HQ Location: New York, New York
  • Twitter: @collibra
    5,756 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,095 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Banking
  • Company Size: 72% Large, 19% Medium

What Do G2 Reviewers Say About Collibra?

AI-generated summary from verified user reviews

Pros
  • Users love the unified data intelligence platform of Collibra, enhancing collaboration and visibility for CDO teams.
  • Users value the comprehensive data management capabilities of Collibra, enhancing compliance and fostering alignment across teams.
  • Users value the collaboration capabilities of Collibra, enhancing alignment between Business and IT across the platform.
  • Users find Collibra to be intuitive and easily configurable, enhancing their data management and governance experience.
  • Users value the seamless integrations with diverse tools, enhancing data ecosystems and streamlining governance processes.
Cons
  • Users face complexity issues with Collibra, leading to frustrations in onboarding and configuration as well as bottlenecks.
  • Users struggle with limited functionality due to complex navigation and unintuitive language, hindering effective use of Collibra.
  • Users find Collibra complex, with challenges in onboarding, unclear roles, excessive notifications, and technical issues hindering efficiency.
  • Users face integration issues with Collibra, leading to bottlenecks and inconsistent connections with other tools.
  • Users struggle with user interface issues in Collibra, facing navigation challenges and unclear language hindering usability.

What Are Recent G2 Reviews of Collibra?

What Are G2 Users Discussing About Collibra?

Traction Complete

Traction Complete's RevOps Data Management Suite for Salesforce helps revenue operations teams cleanse, connect, and orchestrate data. Since 2019, we've been on a mission to automate complex data tasks in Salesforce, empowering organizations like Asana, Zoom, and YMCA to save time and scale faster. Say hello and learn more at www.tractioncomplete.com. COMPLETE LEADS Speed up, sell more, and keep your revenue teams in sync with the most flexible matching and routing solution built for Salesforce. COMPLETE HIERARCHIES Maximize revenue across your largest customers with the only automated account hierarchy solution for Salesforce. COMPLETE CLEAN Detect and remove duplicates with our data cleansing tool for Salesforce so you can focus on growing revenue with clean, connected data. COMPLETE INFLUENCE Close more deals by helping your sellers visualize organizational structures and identify the stakeholders with influence over their deals. COMPLETE AI Bring context to every record, flow, and decision with AI built directly into Salesforce. Normalize, validate, enrich, and activate your data automatically so RevOps teams can move faster without manual research or guesswork. COMPLETE DISCOVER Experiment with AI-powered enrichment and data logic before committing changes to Salesforce. Test, learn, and refine in a safe environment, then confidently apply what works to keep your CRM clean, complete, and governed.

Average Rating: 4.7/5.0

Total Reviews: 175

How Do G2 Users Rate Traction Complete?

  • Quality of Support: 9.6/10 (Category avg: 8.9/10)
  • Automation: 9.6/10 (Category avg: 8.7/10)
  • Identification: 9.6/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 9.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Traction Complete?

  • Seller: Traction Complete
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Vancouver, British Columbia
  • LinkedIn® Page: www.linkedin.com
    95 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Salesforce Administrator, Marketing Operations Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Medium, 32% Large

What Do G2 Reviewers Say About Traction Complete?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the exceptional customer support from Traction Complete, ensuring a smooth implementation and ongoing enhancements.
  • Users appreciate the ease of use of Traction Complete, enjoying a streamlined interface and simple setup.
  • Users value the effective lead generation capabilities of Traction Complete, enhancing data organization and operational efficiency.
  • Users appreciate the excellent customer service from Traction Complete, receiving prompt assistance and thorough guidance throughout the process.
  • Users appreciate the routing efficiency of Traction Complete, enhancing data management and task automation effortlessly.
Cons
  • Users find the administrator requirement limiting, as it complicates usability for non-admin staff and delays issue resolution.
  • Users note a daunting learning curve with Traction Complete's implementation, despite strong support from the CSM team.
  • Users find the navigation complexity of Traction Complete cumbersome, requiring time to become familiar with the UI.
  • Users note a steep learning curve for Traction Complete, though support from CSMs helps ease the process.
  • Users find Traction Complete's tool not intuitive, especially for occasional users struggling with complex setups and navigation.

What Are Recent G2 Reviews of Traction Complete?

What Are G2 Users Discussing About Traction Complete?

Oracle Data Quality

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.

Average Rating: 4.0/5.0

Total Reviews: 54

How Do G2 Users Rate Oracle Data Quality?

  • Quality of Support: 8.4/10 (Category avg: 8.9/10)
  • Automation: 8.2/10 (Category avg: 8.7/10)
  • Identification: 9.2/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Oracle Data Quality?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    208,078 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Top Industries: Hospital & Health Care, Information Technology and Services
  • Company Size: 50% Large, 28% Small

What Are Recent G2 Reviews of Oracle Data Quality?

What Are G2 Users Discussing About Oracle Data Quality?

Microsoft Data Quality Services

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

Average Rating: 3.9/5.0

Total Reviews: 47

How Do G2 Users Rate Microsoft Data Quality Services?

  • Quality of Support: 8.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Microsoft Data Quality Services?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    231,632 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Company Size: 53% Small, 29% Medium

What Are Recent G2 Reviews of Microsoft Data Quality Services?

What Are G2 Users Discussing About Microsoft Data Quality Services?

DataGroomr

DataGroomr is the leading AI-powered Salesforce data quality platform, helping organizations identify duplicates, merge records, standardize data, enrich information, verify accuracy, and automate ongoing data maintenance all from a single, easy-to-use solution. Clean, reliable data is essential for sales, marketing, customer support, operations, and finance teams. Yet duplicate records, incomplete information, inconsistent formats, and outdated data continue to create costly challenges that impact productivity, reporting accuracy, customer experiences, and business decisions. DataGroomr solves these challenges with advanced artificial intelligence that continuously monitors and improves Salesforce data quality. Unlike traditional tools that depend on complex matching rules and ongoing maintenance, DataGroomr uses AI-powered matching to accurately identify duplicate records across Accounts, Contacts, Leads, and other Salesforce objects with little to no configuration required. The platform helps organizations uncover more duplicates with greater accuracy, merge records safely and efficiently, automate deduplication processes, and prevent new duplicates from entering Salesforce. Intelligent matching continuously learns from data patterns and user actions to improve performance over time. Beyond duplicate management, DataGroomr provides comprehensive data quality capabilities including data standardization, email, phone, and address verification, and agentic data enrichment. Teams can fill in missing information, improve record completeness, maintain consistent formatting, and ensure customer and prospect data remains accurate and actionable. DataGroomr also supports key Salesforce workflows, including lead conversion, bulk record management, and import preparation. Organizations can identify and resolve data quality issues before they impact users, reports, automations, integrations, or downstream systems. With powerful automation, intuitive workflows, and real-time visibility into data quality health, DataGroomr makes it easy to establish and maintain trusted Salesforce data at scale. Customers benefit from improved user confidence, more accurate reporting, stronger operational efficiency, and better business outcomes. Trusted by organizations of all sizes and backed by exceptional customer support, DataGroomr delivers a smarter, simpler approach to Salesforce data quality, helping teams spend less time fixing data and more time using it. Start your free trial at: http://www.datagroomr.com

Average Rating: 4.8/5.0

Total Reviews: 35

How Do G2 Users Rate DataGroomr?

  • Quality of Support: 9.6/10 (Category avg: 8.9/10)
  • Automation: 9.2/10 (Category avg: 8.7/10)
  • Identification: 9.4/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 9.1/10 (Category avg: 8.5/10)

Who Is the Company Behind DataGroomr?

Who Uses This Product?

  • Top Industries: Non-Profit Organization Management
  • Company Size: 63% Medium, 20% Small

What Do G2 Reviewers Say About DataGroomr?

AI-generated summary from verified user reviews

Pros
  • Users value the quick deduplication of Salesforce data, significantly reducing cleanup time and enhancing data quality.
  • Users find DataGroomr's ease of use exceptional, streamlining data cleanup and ensuring high-quality data effortlessly.
  • Users praise the exceptional customer support of DataGroomr, noting their willingness to help resolve issues effectively.
  • Users value the intuitive interface of DataGroomr, enabling easy setup and efficient handling of tasks.
  • Users love the seamless Salesforce integration of DataGroomr, which simplifies data management and improves efficiency.
Cons
  • Users may experience a steep learning curve with DataGroomr's tools, requiring time to understand its logic and configuration.
  • Users note a learning curve in DataGroomr, as creating field matching rules can be complex and unintuitive.
  • Users note a difficult learning curve with DataGroomr, requiring time to fully grasp its features and functionality.
  • Users find the difficult setup process challenging, but appreciate the support from the fantastic team available to assist.
  • Users note a learning difficulty with DataGroomr due to its complex logic and lack of documentation for advanced features.

What Are Recent G2 Reviews of DataGroomr?

QuerySurge

QuerySurge is an enterprise-grade data quality platform that leverages AI to continuously automate data validation across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications. With AI-powered test creation, scalable architecture, and the leading DevOps for Data CI/CD integration, QuerySurge ensures data integrity at every stage of the pipeline. Automated Data Validation Use Cases: QuerySurge provides a smart, AI-driven, data validation & ETL testing solution for your automated testing needs. - Data Warehouse / ETL Testing - DevOps for Data / Continuous Testing - Data Migration Testing - Business Intelligence (BI) Report Testing - Big Data Testing - Enterprise Application Data Testing What QuerySurge Provides: - Automation of your manual data validation and testing process - Ease-of-use, low-code/no-code features - Generative AI capabilities for test creation - Testing across 200+ data platforms - Integration into your CI/CD DataOps pipeline - Acceleration of your data analysis - Ensurance of regulatory compliance Key Features: - Data Connection Wizard provides an easy way to link to your data stores - Visual Query Wizard builds table-to-table and column-to-column tests without writing SQL - Generative AI module automatically creates transformation tests in bulk - DevOps for Data provides a RESTful API with 110+ calls and Swagger documentation and integrates into CI/CD pipelines - Create Custom Tests and modularize functions with snippets, set thresholds, stage data, check data types & duplicate rows, full text search, and asset tagging - Schedule tests to run immediately, at a predetermined date & time, or after any event from a build/release, CI/CD, DevOps, or test management solution - Multi-project support in a single instance, new Global Admin user, assign users and agents, import and export projects, and user activity log reports - Webhooks provide real-time integrations with DevOps, CI/CD, test management, and alerting tools - Ready-for-Analytics provides seamless integration with QuerySurge and your BI tool or open-source Metabase to create custom reports and dashboards and gain deeper, real-time insights into your data validation and ETL testing workflows - Data Analytics Dashboards and Data Intelligence Reports track, analyze, and communicate data quality

Average Rating: 4.6/5.0

Total Reviews: 36

How Do G2 Users Rate QuerySurge?

  • Quality of Support: 9.0/10 (Category avg: 8.9/10)
  • Automation: 9.8/10 (Category avg: 8.7/10)
  • Identification: 9.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind QuerySurge?

  • Seller: QuerySurge
  • Company Website:
  • Year Founded: 2012
  • HQ Location: New York, US
  • Twitter: @QuerySurge
    6,537 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Large, 30% Medium

What Do G2 Reviewers Say About QuerySurge?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of QuerySurge, facilitating efficient data testing and simplifying workflows with AI integration.
  • Users value the intuitive AI chat engine of QuerySurge, which simplifies test creation and boosts productivity significantly.
  • Users love the automation capabilities of QuerySurge, enabling efficient data testing and faster development cycles.
  • Users appreciate the powerful data handling capabilities of QuerySurge, enhancing efficiency in large-scale data testing.
  • Users praise the easy setup of QuerySurge, enhancing productivity and streamlining onboarding for teams.
Cons
  • Users note the limited data source support in QuerySurge, requiring extra steps for JSON validation and reducing efficiency.
  • Users note a lack of support for JSON and REST API sources, complicating the validation process for modern data pipelines.
  • Users experience inaccuracy issues with differing failure counts, reducing clarity and complicating data validation efforts.
  • Users often experience slow performance with QuerySurge, especially during complex operations and with large datasets.
  • New users may find the complex setup of QuerySurge daunting, especially with advanced configurations and large datasets.

What Are Recent G2 Reviews of QuerySurge?

DQE One

DQE One is a real-time data quality platform that validates, standardizes, deduplicates, and enriches customer data, including email addresses, phone numbers, and postal addresses. It helps businesses maintain accurate, complete, and unified customer data across CRM systems, marketing platforms, and operational tools. DQE One solves common data quality challenges such as: - Invalid emails and poor deliverability - Incorrect postal addresses and failed deliveries - Wrong phone numbers and unreachable contacts - Duplicate records and fragmented customer data - Inconsistent data formats across systems It ensures that customer data is clean and usable from the moment it enters your systems. Key capabilities include: - Real-time validation of email, phone, and address data - Data standardization and formatting across systems - Duplicate detection and record merging to create a single customer view - Data enrichment to complete and enhance customer information - Global address validation with country-specific rules - API-first architecture for real-time processing and easy integration DQE One detects duplicate customer records and merges them to create a unified customer view. This improves CRM reliability, reporting accuracy, and overall data consistency. Typical use cases include: - CRM data cleansing and deduplication - E-commerce checkout optimization - Lead capture and contact data validation - Customer data integration across multiple systems - Data governance and data quality initiatives DQE One integrates with platforms such as Salesforce, HubSpot, and other CRM, marketing automation, and e-commerce tools. It can be deployed via API or connectors to ensure data quality across all customer touchpoints. DQE One is designed for companies that want to improve data accuracy, reduce operational inefficiencies, eliminate duplicates, and deliver better customer experiences through reliable data.

Average Rating: 4.8/5.0

Total Reviews: 39

How Do G2 Users Rate DQE One?

  • Quality of Support: 9.7/10 (Category avg: 8.9/10)
  • Automation: 9.0/10 (Category avg: 8.7/10)
  • Identification: 9.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind DQE One?

  • Seller: DQE
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Levallois-Perret, Île-de-France
  • Twitter: @dqe_software
    173 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    77 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 36% Medium, 36% Small

What Do G2 Reviewers Say About DQE One?

AI-generated summary from verified user reviews

Pros
  • Users find DQE One to be easy to use and highly intuitive, enhancing operational efficiency and data management.
  • Users value the seamless CRM integration of DQE One, enhancing data consistency and operational efficiency effectively.
  • Users praise the data accuracy of DQE One, enhancing data management and operational performance with ease of use.
  • Users laud the improved data quality from DQE One, enhancing both management processes and operational performance.
  • Users find DQE One to be an intuitive solution, greatly simplifying data management and enhancing accessibility for all teams.

What Are Recent G2 Reviews of DQE One?

Findymail

Findymail is a leading B2B contact data provider built for modern sales teams who need accurate, actionable data without the manual work. From verified emails and phone numbers to AI-powered lead finding and real-time intent signals, Findymail covers the full prospecting workflow in one platform. Key Features: - Email and Phone Finder: Find verified B2B emails and phone numbers individually, in bulk via file upload, or on the fly using the Chrome extension. - Email Verification: Keep your lists clean and deliverable with advanced verification technology that guarantees a bounce rate of less than 5%. - Intellimatch (AI Lead Finder): Describe your ideal target company in plain language and Intellimatch surfaces matches based on real website content, no rigid filters needed. - Signals: Monitor the web 24/7 for intent signals from your ideal customers, so you can reach out when it matters most. - Datacare CRM Enrichment: Automatically enrich new records, detect and merge duplicates, and track job changes to keep your CRM accurate and up-to-date. - Chrome Extension: Extract verified contact data directly from professional networks, Apollo, and other platforms without leaving your browser. Why Sales Teams Choose Findymail: Findymail eliminates the biggest bottleneck in outbound sales: bad data. Verified emails and phone numbers reduce bounce rates, wasted outreach, and time spent on manual enrichment. Features like Intellimatch and Signals go further, helping teams find the right companies and reach out at the right time. The result is a faster, cleaner prospecting workflow that lets sales professionals focus on building relationships and closing deals.

Average Rating: 4.9/5.0

Total Reviews: 57

How Do G2 Users Rate Findymail?

  • Quality of Support: 9.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Findymail?

Who Uses This Product?

  • Who Uses This: Founder
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 79% Small, 16% Medium

What Do G2 Reviewers Say About Findymail?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Findymail, thanks to its intuitive interface and seamless integration with tools.
  • Users commend the data accuracy of Findymail, noting its real-time verification and fresh, reliable information.
  • Users praise the data verification accuracy of Findymail, ensuring minimal bounce rates and efficient email management.
  • Users commend the exceptional customer support from Findymail, appreciating their prompt and effective assistance.
  • Users praise the exceptional accuracy of Findymail, achieving minimal bounce rates with verified real-time emails.
Cons
  • Users find Findymail expensive, particularly for businesses with high outreach due to increasing costs based on usage.
  • Users experience limited contacts with Findymail, resulting in incomplete information for outreach efforts.
  • Users find the poor filtering options hinder targeting precision, affecting overall effectiveness in obtaining contact information.
  • Users wish for improved AI integration with Clay and express concerns over credit charges for previously found emails.
  • Users experience inaccurate data from Findymail, leading to difficulties in finding information based on names.

What Are Recent G2 Reviews of Findymail?

Introhive

Introhive is a leading Relationship Intelligence platform that empowers firms to break down data silos and gain actionable insights from their relationships to fuel collaboration and growth. With Introhive’s Relationship Intelligence, firms can identify key relationships within the firm, measure the strength of client and prospect relationships, foster cross-firm collaboration, uncover risks or opportunities by understanding the health of relationships over time, and leverage these insights for business development and client retention efforts. Trusted by industry-leading brands, Introhive’s supports over 250,000 users in 90+ countries.

Average Rating: 4.5/5.0

Total Reviews: 85

How Do G2 Users Rate Introhive?

  • Quality of Support: 9.1/10 (Category avg: 8.9/10)
  • Automation: 8.6/10 (Category avg: 8.7/10)
  • Identification: 8.2/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Introhive?

  • Seller: Introhive
  • Year Founded: 2012
  • HQ Location: Fredericton
  • Twitter: @Introhive
    9,830 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    219 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Legal Services, Accounting
  • Company Size: 50% Medium, 34% Large

What Do G2 Reviewers Say About Introhive?

AI-generated summary from verified user reviews

Pros
  • Users highlight the highly responsive customer support of Introhive, enhancing productivity and teamwork in the company.
  • Users value the excellent analytics features of Introhive, enhancing client understanding and team collaboration.
  • Users find Introhive to be easy to use, enhancing their customer success and partnership experience effortlessly.
  • Users appreciate the easy integrations of Introhive, enhancing workflow efficiency and boosting company productivity.
  • Users find that Introhive enhances efficiency through smooth tool integration and robust reporting features.
Cons
  • Users find the product initially confusing to use, but it becomes smoother after the learning curve.
  • Users find the difficult learning curve of Introhive challenging initially, but it becomes smoother with practice.
  • Users find the service very expensive, which raises concerns regarding its overall value and affordability.
  • Users find the learning curve confusing initially, but it becomes smoother once they grasp the system.

What Are Recent G2 Reviews of Introhive?

What Are G2 Users Discussing About Introhive?

BizProspex CRM Cleaning

At BizProspex, we help businesses fix CRM databases that have become unreliable over time. Duplicate contacts, outdated emails, incorrect job titles, and inconsistent formatting build up naturally, and they end up slowing down sales teams and weakening campaign results. Our CRM Cleaning service identifies these issues across your entire database and corrects them. We remove duplicates, standardize fields, and verify contact details like emails, phone numbers, and job titles against trusted sources. We combine AI-based detection with manual review from our analysts, so every record is checked for accuracy before delivery. With over 2500 projects completed and 13+ years of experience, we focus on giving teams a CRM they can actually trust, one that supports better targeting, stronger pipeline accuracy, and more confident decision making.

Average Rating: 4.9/5.0

Total Reviews: 14

How Do G2 Users Rate BizProspex CRM Cleaning?

  • Quality of Support: 9.8/10 (Category avg: 8.9/10)
  • Automation: 9.0/10 (Category avg: 8.7/10)
  • Identification: 9.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind BizProspex CRM Cleaning?

  • Seller: Bizprospex
  • Year Founded: 2013
  • HQ Location: Suwanee, Georgia, United States
  • Twitter: @BizProspex
    560 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    164 employees on LinkedIn®
  • Phone: +91 7697120653

Who Uses This Product?

  • Company Size: 87% Small, 13% Medium

What Are Recent G2 Reviews of BizProspex CRM Cleaning?

What Are G2 Users Discussing About BizProspex CRM Cleaning?

Informatica Cloud Data Quality

Informatica Cloud Data Quality empowers your company to take a holistic approach to managing data quality to quickly identify, fix, and monitor data quality problems in your business applications. The solution transforms your data quality processes into a collaborative effort between business users and IT. This creates an environment that leverages data to ensure success in master data management, AI, ML, and cloud modernization initiatives.

Average Rating: 4.1/5.0

Total Reviews: 19

How Do G2 Users Rate Informatica Cloud Data Quality?

  • Quality of Support: 9.2/10 (Category avg: 8.9/10)
  • Automation: 8.3/10 (Category avg: 8.7/10)
  • Identification: 8.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Informatica Cloud Data Quality?

  • Seller: Informatica
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • Twitter: @Informatica
    99,643 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,802 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 180% Large, 80% Medium

What Are Recent G2 Reviews of Informatica Cloud Data Quality?

Convertr

Convertr is the enterprise data integrity layer that ensures clean, compliant and complete data flows across systems and teams to support AI-readiness. Global leaders like Microsoft, Oracle, Amazon, Stripe and HP use Convertr to improve data quality, accelerate operations and gain full transparency across their lead and data supply chains. Connect internal and external tools to ensure clean, compliant and complete data that gives marketers greater visibility and control over processes so they can run higher quality campaigns, more efficiently. - Connect Convertr to your lead channels through API or data imports - Automate data processing to validate and standardise each lead to match your requirements - Integrate with your platforms or select protected CSV files to securely deliver leads - Improve reporting with Convertr analytics or through clean, consistent data sets across your tech stack - Enable your teams with globally compliant data processes, powered by lead fingerprinting, audit trails and user-level access controls

Average Rating: 4.6/5.0

Total Reviews: 18

How Do G2 Users Rate Convertr?

  • Quality of Support: 9.0/10 (Category avg: 8.9/10)
  • Automation: 8.6/10 (Category avg: 8.7/10)
  • Identification: 8.5/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 9.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Convertr?

  • Seller: Convertr
  • Company Website:
  • Year Founded: 2011
  • HQ Location: London, England, United Kingdom
  • Twitter: @convertr_io
    795 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    75 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 42% Medium, 42% Large

What Do G2 Reviewers Say About Convertr?

AI-generated summary from verified user reviews

Pros
  • Users value the high data quality of Convertr, streamlining lead delivery and ensuring compliance effectively.
  • Users appreciate the seamless lead delivery and quality assurance of Convertr, enhancing overall operational efficiency.
  • Users value the accuracy of information in Convertr, enhancing lead delivery and quality assurance effortlessly.
  • Users value the accurate data provided by Convertr, enhancing lead quality and streamlining operational efficiency.
  • Users appreciate the automation features of Convertr, enhancing data quality and eliminating manual QA for efficiency.
Cons
  • Users find the setup process difficult and overwhelming, though support is available to assist them.
  • Users find the learning curve steep, which can be overwhelming despite receiving needed support.
  • Users find the learning difficulty of Convertr can be overwhelming, but support is available to help navigate it.
  • Users find Convertr to be overwhelmingly technical, requiring consistent support to navigate effectively.
  • Users find the steep learning curve of Convertr to be overwhelming, requiring consistent support to navigate effectively.

What Are Recent G2 Reviews of Convertr?

What Are G2 Users Discussing About Convertr?

Acceldata

Acceldata is an autonomous data and AI platform that helps enterprise data, engineering, and AI teams run analytics and deploy AI agents across hybrid, multi-cloud, on-premises, and sovereign data environments, without requiring data consolidation or migration. Most enterprise data platforms were built on the assumption that data would eventually centralize into a single warehouse or lakehouse. In practice, large enterprises operate four or more data platforms simultaneously, with data distributed across cloud providers, on-premises systems, and regulated environments that cannot move data across borders. Acceldata addresses this by bringing compute to wherever data already resides, rather than forcing data to move to the compute engine. The platform is built with an xLake architecture, which provides a unified layer for running, governing, and observing data workloads across any combination of infrastructure. It supports petabyte-scale analytics, agentic data workflows, and AI agent deployment under a single governance and cost management framework. Key capabilities include: 1. Data and AI Observability — End-to-end monitoring of data pipelines, data quality, AI agent behavior, and LLM outputs. Includes anomaly detection, data lineage, reconciliation, and alert management across environments. 2. Agentic Data Management (ADM) — Deploys autonomous agents to automate data quality monitoring, pipeline operations, catalog management, and incident response across distributed data estates. 3. Agentic Data Engineering (ADE) — Builds, orchestrates, and runs data pipelines using intelligent agents that automate pipeline creation, federated querying, and job management. 4. Data Warehousing — Executes queries in-place across lakehouses and warehouses using a Velox-accelerated engine, supporting open formats including Apache Iceberg, Delta Lake, Hudi, and Parquet with no vendor lock-in. 5. Data Platform Modernization — Provides phased migration paths for enterprises running Hadoop or Cloudera infrastructure, with in-place, sidecar, and forklift migration options built on an open-source foundation. Acceldata is designed for large enterprises in financial services, life sciences, telecommunications, manufacturing, retail, and insurance, particularly organizations operating regulated data environments where governance and data residency requirements prevent full cloud migration. The platform integrates with Snowflake, Databricks, AWS, Azure, GCP, and major open-source data frameworks.

Average Rating: 4.4/5.0

Total Reviews: 55

How Do G2 Users Rate Acceldata?

  • Quality of Support: 8.9/10 (Category avg: 8.9/10)
  • Automation: 8.8/10 (Category avg: 8.7/10)
  • Identification: 9.0/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 7.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Acceldata?

  • Seller: Acceldata
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Campbell, CA
  • Twitter: @acceldataio
    340 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    299 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 61% Large, 23% Medium

What Do G2 Reviewers Say About Acceldata?

AI-generated summary from verified user reviews

Pros
  • Users commend Acceldata's ease of use, highlighting its simple interface and efficient data handling capabilities.
  • Users praise the fast and responsive customer support of Acceldata, greatly enhancing their experience and efficiency.
  • Users commend Acceldata for its efficient monitoring capabilities, enhancing data visibility and supporting quick decision-making.
  • Users appreciate the quick onboarding and effective support of Acceldata, enhancing data management and strategy development.
  • Users appreciate the comprehensive monitoring tools of Acceldata, enabling proactive data management and enhanced reliability.
Cons
  • Users find the UX of Acceldata lacking intuitiveness and face issues with GUI elements and response time.
  • Users find the initial setup complex, with a steep learning curve and documentation that needs improvement.
  • Users find the difficult setup of Acceldata challenging, noting a steep learning curve and inadequate documentation.
  • Users find the learning curve steep, making initial setup and documentation improvement necessary for better user experience.
  • Users find the learning difficulty of Acceldata challenging, especially during the initial setup and system creation.

What Are Recent G2 Reviews of Acceldata?

SelectZero

SelectZero is a data observability platform that helps organizations understand, validate, and monitor their data across systems to ensure reliability, consistency, and usability. Being data-driven is a strategic goal for many companies, as it unlocks new business opportunities, improves decision-making, and drives efficiency. But these gains are only achievable when the underlying data is accurate, timely, and trustworthy. Without continuous visibility into how data changes and moves across systems, teams risk delays, poor analytics, and costly mistakes. SelectZero provides a collaborative platform for end-to-end data observability and management. It enables centralized oversight of data quality, automates validation workflows, and offers transparency into data behavior. Key features include data profiling, business rule validation, unit and regression testing, reconciliation, anomaly detection, and ETL pipeline testing. The platform is built for both technical and business users. It is quick to deploy, easy to navigate, and includes prebuilt validation templates to speed up adoption. Data engineers, analysts, and stewards can create and manage validation logic, monitor data trends, and generate insights that improve trust in data assets. SelectZero is trusted by major enterprises in banking, retail, telecommunications, and the public sector across the Nordics and Baltics. Our development is customer-driven, with features shaped by real-world needs and use cases. To learn more, visit SelectZero.com or contact us at info@selectzero.com.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate SelectZero?

  • Quality of Support: 9.7/10 (Category avg: 8.9/10)
  • Automation: 6.2/10 (Category avg: 8.7/10)
  • Identification: 9.5/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 4.8/10 (Category avg: 8.5/10)

Who Is the Company Behind SelectZero?

  • Seller: SelectZero
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Estonia
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services
  • Company Size: 62% Medium, 23% Large

What Do G2 Reviewers Say About SelectZero?

AI-generated summary from verified user reviews

Pros
  • Users commend the fast and friendly customer support of SelectZero, consistently resolving issues quickly and efficiently.
  • Users appreciate the ease of use of SelectZero, enabling efficient data management for all levels of experience.
  • Users value the user-friendly interface and robust features of SelectZero, enhancing data governance efficiency.
  • Users highlight the user-friendly experience of SelectZero, appreciating its intuitive design and responsive customer support.
  • Users value the efficiency improvement provided by SelectZero, enhancing data management and streamlining workflows effortlessly.
Cons
  • Users note some user interface issues in SelectZero, citing its less intuitive layout and potential for improvement.
  • Users face significant limitations in notification options, lacking features like tables for alerts in notifications.
  • Users desire more extensive customization options for reports and glossaries, hoping for improvements in future releases.
  • Users note the limited functionality of notifications, hoping for more options and improvements in the future.
  • Users find the user interface challenging, requiring time to adapt and desire more guidance for better usage.

What Are Recent G2 Reviews of SelectZero?

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