Best Data Quality Tools - Page 8

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)

Rings AI

Rings AI: Relationship Intelligence that drives deals and relationships Rings AI is a relationship intelligence platform for teams in venture capital, private equity, investment banking, wealth management, marketing services, and legal services. Traditional CRMs record contacts. Rings AI delivers Extended Relationship Management (XRM) that maps full networks of investors, advisors, portfolio companies, clients, and partners in real time so teams see who knows whom and where the warmest path exists. Who uses Rings AI Venture capital and private equity teams that want better deal flow and faster diligence Investment banks that need repeatable, relationship driven origination Wealth managers and family offices that value high touch client service Marketing and legal services firms that win through trusted introductions What Rings AI helps you do Uncover hidden connections and warm introductions across the firm network Centralize relationship data, communications, notes, and files into one source of truth Prioritize the right opportunities with AI scoring, funding round context, and pre meeting intelligence Key features in Rings AI AI driven prospecting and relationship scoring Portfolio analytics and fund monitoring with relationship health Pre meeting briefs that surface context, people, and history Privacy first, granular access controls that fit complex teams Enterprise security and audit trails Why teams choose Rings AI over a basic CRM Rings AI combines CRM workflows with advanced relationship mapping Rings AI shows the warm path to decision makers and the best next action Rings AI accelerates onboarding, collaboration, and knowledge sharing across offices Outcomes with Rings AI More qualified pipeline from targeted outreach and trusted introductions Faster cycles from first touch to closed deal Deeper client loyalty through timely, informed engagement Who benefits most Firms that live on networks, referrals, and complex multi party relationships Teams that want measurable growth without adding manual data entry Rings AI turns static contact lists into dynamic intelligence that scales with the business. By unifying data and revealing connections, Rings AI helps organizations grow faster, win better deals, and build durable relationships that compound over time. If your success depends on who you know and how well you engage them, Rings AI is the platform that makes every relationship work harder.

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate Rings AI?

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

Who Is the Company Behind Rings AI?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Rings AI?

AI-generated summary from verified user reviews

Pros
  • Users value the comprehensive team relationship insights from Rings, guiding them towards new business opportunities.
  • Users value the comprehensive view of team relationships provided by Rings, enhancing their strategies for new business opportunities.
Cons
  • Users find the platform not intuitive, as the multitude of features can complicate the user experience.
  • Users note that while the UI/UX is good, there is still room for slight improvement for a more intuitive experience.

What Are Recent G2 Reviews of Rings AI?

Tresata

delivering customer intelligence

Average Rating: 4.0/5.0

Total Reviews: 2

How Do G2 Users Rate Tresata?

  • Quality of Support: 6.7/10 (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: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Tresata?

  • Seller: Tresata
  • Year Founded: 2011
  • HQ Location: Charlotte, US
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small, 50% Medium

What Do G2 Reviewers Say About Tresata?

AI-generated summary from verified user reviews

Pros
  • Users value the automated data analytics of Tresata, which enhances integration and provides crucial scaling insights.
  • Users value the automation capabilities of Tresata, which enhance data integration and analytics for better insights.
  • Users value the data centralization in Tresata, enhancing their ability to manage customer information effectively.
  • Users value the data quality provided by Tresata, enhancing their ability to manage and understand customer information effectively.
  • Users appreciate the ease of use of Tresata, simplifying customer data management and offering a unified view.
Cons
  • Users find the difficult setup of Tresata challenging, especially for those with limited experience or smaller organizations.
  • Users find Tresata's limited collaboration features hinder effective sharing of ideas and documents, impacting teamwork.
  • Users note the limited collaboration functionality of Tresata, making idea sharing and document work challenging.
  • Users find that Tresata has a learning curve for initial setup, making it less suitable for small organizations.

What Are Recent G2 Reviews of Tresata?

Black Tiger Platform

Black Tiger gives enterprises the foundation to discover, verify, integrate, and govern the data that runs their business, and the data their AI systems rely on. Data Verify is our real-time and batch validation engine for names, addresses, emails, and phone numbers across 80+ countries, built on 30 years of European data expertise. It's how teams act with confidence on fraud prevention, KYC and AML reviews, and customer communications today. Data Hub brings these capabilities together in a single platform, giving enterprises full control over their data. Learn more at blacktiger.tech.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Black Tiger Platform?

  • Quality of Support: 8.3/10 (Category avg: 8.9/10)
  • Automation: 8.3/10 (Category avg: 8.7/10)
  • Identification: 10.0/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Black Tiger Platform?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Do G2 Reviewers Say About Black Tiger Platform?

AI-generated summary from verified user reviews

Pros
  • Users find Black Tiger's compliance management effective for meeting GDPR requirements while addressing data challenges efficiently.
  • Users value the excellent customer support from Black Tiger, enhancing their compliance and data management experience.
  • Users value the high data quality of Black Tiger Platform, helping them overcome data challenges and ensure GDPR compliance.

What Are Recent G2 Reviews of Black Tiger Platform?

What Are G2 Users Discussing About Black Tiger Platform?

Blast

A data platform that bundles critical data functionalities including data orchestration, quality checks, comprehensive documentation, and observability. This platform empowers users to efficiently extract, transform, and interpret data from various sources. It enables the orchestration of these processes with customizable frequency, ensuring data integrity and complete control over the data journey.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Blast?

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

Who Is the Company Behind Blast?

  • Seller: Datablast
  • Year Founded: 2021
  • HQ Location: İstanbul, TR
  • Twitter: @Datablast_io
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Blast?

Clean by Similarity API

Clean by Similarity API finds duplicate contacts, leads, and company names in your spreadsheets — even when they're spelled differently across records. Unlike Excel's Remove Duplicates or your CRM's built-in deduplication, Clean uses fuzzy matching to catch real-world variants: "Acme Corp" and "Acme Corporation", "Jen Walsh" and "Jennifer Walsh", "Microsoft" and "Microsoft Inc." are all correctly identified as duplicates. Exact-match tools miss these entirely. Upload a CSV or Excel file, select which columns to match on, and preview your duplicate clusters before downloading. Match on a single column or combine name and company together for more reliable results — combining two weak signals into one strong match decision. Three output formats: a clean file with duplicates removed, your original file flagged with cluster IDs, or a review sheet showing duplicate groups with similarity scores for manual inspection before merging. Free for files up to 1,000 rows, no account required. Larger files from $4.99 per run — pay once, download immediately, no subscription needed. Built for marketing ops, RevOps, and anyone who needs a clean file before a CRM import, not a coding project.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Clean by Similarity API?

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

Who Is the Company Behind Clean by Similarity API?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Clean by Similarity API?

Coginiti

Coginiti is a SQL-first collaborative data operations platform that empowers teams to build, publish, and consume quality data products, streamlining the data analytics lifecycle from inception to insights. Integrating with the widest variety of data platforms and tools, Coginiti enables analysts, engineers, and data scientists to collaborate in real-time, breaking down silos and fostering innovation. Its intuitive interface simplifies managing complex data workflows, ensuring governance and consistency across projects. Key Features: - Realtime Collaboration - Flexible Data Modeling - Data Quality Testing - Visualize Data Lineage - Native Scheduling - Powerful APIs - AI Assistant Coginiti facilitates a seamless transition from data preparation to actionable intelligence. It’s not just about refining your data strategy or scaling your analytics capabilities; it’s about empowering your organization to harness the full potential of data for informed decision-making. Discover the power of Coginiti and transform your data operations. Coginiti offers products for individual analysts, data teams, and enterprises.

Average Rating: 4.5/5.0

Total Reviews: 29

How Do G2 Users Rate Coginiti?

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

Who Is the Company Behind Coginiti?

  • Seller: Coginiti Corp
  • Year Founded: 2020
  • HQ Location: Atlanta , GA
  • Twitter: @coginiti
    71 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 66% Large, 28% Medium

What Are Recent G2 Reviews of Coginiti?

What Are G2 Users Discussing About Coginiti?

D365 Data Quality

D365 Data Quality solution extends the natural capability of your Dynamics 365 CRM by providing visibility into your data quality and the controls to improve it. The web application data quality application ensures data issues are captured as the data is being entered allowing immediate correction. Data stewards are provided with the tools they need to provide a trusted source of customer data for your entire organization. Adastra’s D365 Data Quality application solution integrates seamlessly with Dynamics 365 by leveraging native Microsoft technology, including Power Apps, Power Automate and common data services. D365 Data Quality web application solution is a plug-in to your existing D365 solution and does not require additional servers, thus minimizing the impact to your infrastructure. It can be deployed in just 1 business day.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate D365 Data Quality?

  • Quality of Support: 6.7/10 (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 D365 Data Quality?

  • Seller: Adastra
  • Year Founded: 1995
  • HQ Location: Toronto, Canada
  • Twitter: @AdastraCorp
    417 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,712 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About D365 Data Quality?

AI-generated summary from verified user reviews

Pros
  • Users value the effective data cleaning capabilities of D365 Data Quality, streamlining their daily data management tasks.
  • Users value the ease of data validation in D365 Data Quality, streamlining their data management processes effectively.
  • Users appreciate the unique and easy-to-use interface of D365 Data Quality, simplifying data management tasks significantly.
  • Users appreciate the easy integrations of D365 Data Quality, enhancing daily tasks and streamlining their workflow.
  • Users find the reporting feature of D365 Data Quality invaluable for efficiently generating presentations for leadership.
Cons
  • Users struggle with limited customization, wishing for more flexible options to improve their experience with D365 Data Quality.
  • Users experience usability challenges due to slow performance and lack of customization options in D365 Data Quality.
  • Users often experience slow loading times that hinder quick access to information and create frustration.
  • Users often experience slow performance in D365 Data Quality, causing frustration when retrieving information.

What Are Recent G2 Reviews of D365 Data Quality?

Datametica Pelican – The Data Validator

Pelican is an AI-powered enterprise-scale data validation tool to compare, validate and reconcile datasets across two heterogeneous data stores at a petabyte scale with zero coding and zero data movement.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Datametica Pelican – The Data Validator?

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

Who Is the Company Behind Datametica Pelican – The Data Validator?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Datametica Pelican – The Data Validator?

Datuma

Datuma is a CRM data quality service for UK sales and marketing teams. You upload the contacts you already have. Datuma checks them and returns a scored file that is ready to import straight back into your CRM. Every batch runs the same checks, as standard. Duplicates are caught across every list you have ever uploaded, at £0.00, before enrichment spends a penny. Every work email is checked at the mail server. Every contact is checked against the live profile on the day you upload, and every phone number against the live network, as standard. Your customers, partners and competitors are pulled into their own file and kept out of your prospecting list, so nobody contacts them by accident. People who look to have changed role or organisation are flagged as follow-up opportunities, with their previous organisation and title attached. And a person confirms every close call, so nothing changes without you. The 0 to 100 Trust Score is the summary of those checks, and Verified Readiness grades each contact across 4 tiers. Same standard for every customer. No premium tier. Start free with 100 of your own contacts, no card. Then pay as you go in pounds. For a whole CRM, Done With You programmes start at £2,550 with a person guiding every step.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Datuma?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)
  • Automation: 10.0/10 (Category avg: 8.7/10)
  • Identification: 8.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Datuma?

  • Seller: Datuma
  • Year Founded: 2025
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Datuma?

Deduplix - Data Deduplication Software

Experience hassle-free data management with our secure deduplication software. Save storage space and protect your data from unauthorized access.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Deduplix - Data Deduplication Software?

  • Quality of Support: 8.3/10 (Category avg: 8.9/10)
  • Automation: 10.0/10 (Category avg: 8.7/10)
  • Identification: 8.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Deduplix - Data Deduplication Software?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Deduplix - Data Deduplication Software?

DQ on Demand™

With over 10,000 datapoints, DQ on Demand™ provides users with a vast array of data quality functions. Native to Azure, DQ on Demand™ is architected to provide incredible performance and scalability. Switch data providers with ease and enhance your customer data on a pay-as-you-go basis by plugging straight into our DQ on Demand™ web services, providing you with an easy to access data quality marketplace.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind DQ on Demand™?

  • Seller: DQ Global
  • Year Founded: 1995
  • HQ Location: Portsmouth, GB
  • Twitter: @DQ_Global
    1,296 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of DQ on Demand™?

Duplicate Search and Merge

Duplicate Search and Merge is a native deduplication application built for salesforce. It is an easy to use deduplication tool which cleanses the duplicate records using a simple yet powerful 5 step wizard-based approach to search duplicates on standard and custom objects. Duplicate Search and Merge helps customize filters for duplicate search, export duplicate records, perform mass merge and schedule jobs. It also helps in re-parenting of child records while merging the parent records Duplicate Search and Merge additionally provides the following functionalities: • Intuitive dashboard for managing duplicate data and automating jobs • Real-time info on duplicate groups and records of saved jobs • Fuzzy logic for selecting the record to retain • Save your searches for future use • Intelligent notification alerts on successful merge with the master record details

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Duplicate Search and Merge?

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

Who Is the Company Behind Duplicate Search and Merge?

  • Seller: Mirketa
  • Year Founded: 2003
  • HQ Location: Dublin, US
  • Twitter: @MirketaInc
    125 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    120 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Duplicate Search and Merge?

Enlighten

Analyze and improve the quality of your data with Enlighten's complete data quality suite. Understand the state of your data and identify potential anomalies. Cleanse and normalize your data to your own standards. Identify and remove duplicate records from your database. Validate and enrich address data. Link customers records into households.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Enlighten?

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

Who Is the Company Behind Enlighten?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Enlighten?

What Are G2 Users Discussing About Enlighten?

eQube®-DaaS Platform

eQube®-DaaS is a Low/No-Code Data Integration & Analytics Platform that establishes a Data Fabric connecting various sources in an organization. It enhances visibility and enables insights through two suites: Integration and Analytics. Users can handle diverse data types, formats, speeds, systems, application or device without requiring coding, ensuring secure collaboration across networks. Deployable on-premises, in multi-cloud, or hybrid setups, eQube®-DaaS consists of six components: eQube®-MI (Migration & Integration), eQube®-TM (Transformation Modeler), eQube®-AG (API Gateway), eQube®-BI (Business Intelligence), eQube®-ADA (Augmented Data Analytics), and eQube®-DP (Data Profiler), for versatile data management solutions. These components can be used individually or in combination to create a comprehensive data management solution.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate eQube®-DaaS Platform?

  • Quality of Support: 10.0/10 (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: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind eQube®-DaaS Platform?

  • Seller: eQ Technologic
  • Year Founded: 2000
  • HQ Location: Costa Mesa, US
  • Twitter: @1eQTechnologic
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    946 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About eQube®-DaaS Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the low-code/no-code automation of eQube®-DaaS, enabling easy application deployment for all skill levels.
  • Users value the user-friendly interface of eQube®-DaaS Platform, enabling effortless integration and application deployment for everyone.
  • Users appreciate the easy integrations of eQube®-DaaS, enabling seamless creation and deployment of applications.
  • Users value the easy setup of eQube®-DaaS, enabling seamless integration and application deployment for all skill levels.
  • Users appreciate the user-friendly low-code environment of eQube®-DaaS, enabling easy app integrations for all skill levels.
Cons
  • Users find the eQube®-DaaS Platform to be relatively expensive, potentially limiting access for some organizations.

What Are Recent G2 Reviews of eQube®-DaaS Platform?

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