Best Data Quality Tools - Page 8

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 350

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
  • 13,900+ Authentic Reviews
  • 350+ 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, DQLabs, and Melissa Data Quality Suite.

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=dqlabs&focus%5B%5D=melissa-data-quality-suite&segment=all)

Infogix Data360 DQ

Data360 DQ+ merges sophisticated data validation capabilities with self-service simplicity to enable users of any skillset to quickly and easily apply powerful checks to data sets. These include data profiling, completeness, consistency, timeliness, reconciliation/balancing, and value conformity.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Infogix Data360 DQ?

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

Who Is the Company Behind Infogix Data360 DQ?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Infogix Data360 DQ?

What Are G2 Users Discussing About Infogix Data360 DQ?

LeverData

Asset managers that typically use large amounts of data struggle with data arriving on time and without error. LeverData delivers monitored, validated and actionable data; empowering our clients to make better decisions. Our proprietary platform facilitates transparency and reliability in the data supply chain, so your data team can focus on what they do best - generating Alpha.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate LeverData?

  • Quality of Support: 8.3/10 (Category avg: 8.9/10)
  • Automation: 7.5/10 (Category avg: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind LeverData?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of LeverData?

What Are G2 Users Discussing About LeverData?

Praxi.ai - Automated Data Curation

Praxi Curation as a Service (CaaS) delivers rapid ROI through Cloud-native deployment - automating discovery, classification and action across structured, semi‑structured, and unstructured data. Pre‑trained for Insurance, Banking, Healthcare, and Privacy‑compliance, it powers analytics, compliance & AI adoption from day one.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Praxi.ai - Automated Data Curation?

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

Who Is the Company Behind Praxi.ai - Automated Data Curation?

  • Seller: Praxi
  • Year Founded: 2018
  • HQ Location: San Mateo, US
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Praxi.ai - Automated Data Curation?

AI-generated summary from verified user reviews

Pros
  • Users find that data cleaning with Praxi.ai significantly reduces errors and enhances data quality in their systems.
  • Users value the data quality of Praxi.ai, as it prevents errors and misidentification in data handling.
  • Users value the error detection features of Praxi.ai, which significantly reduce data errors and misidentification.
Cons
  • Users find the poor integration options limiting, with few vendor integrations available out of the box.

What Are Recent G2 Reviews of Praxi.ai - Automated Data Curation?

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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 appreciate the comprehensive team insights from Rings AI, guiding stronger pathways to business success.
  • Users value the comprehensive overview Rings provides, enhancing understanding of team relationships for better business pathways.
Cons
  • Users find the app's features plentiful, but it lacks a seamlessly intuitive user experience, requiring improvement.
  • Users note the need for UX improvement, as the extensive features can complicate a seamless 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: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind 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 data integration and supports scaling insights.
  • Users find Tresata's automation features essential for effective data integration and insightful analytics, aiding in scaling efforts.
  • Users find Tresata's platform excellent for achieving a unified view of customer data from multiple sources.
  • Users value Tresata for its enhanced data quality, enabling a unified view of customer information across various sources.
  • Users find Tresata’s platform easy to use, significantly enhancing their ability to manage and analyze customer data.
Cons
  • Users find the difficult setup of Tresata challenging, especially for those lacking technical experience or in small organizations.
  • Users find that Tresata has limited flexibility in collaboration, making sharing ideas and files a hassle.
  • Users find Tresata’s collaboration functionality limited, making it challenging to share ideas and work together effectively.
  • Users find that Tresata has a steep learning curve, making it unsuitable for small organizations lacking experience.

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: 8.8/10)
  • Identification: 10.0/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind 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 value the effective compliance management of Black Tiger, enabling seamless GDPR adherence and good communication.
  • Users praise the excellent customer support of Black Tiger Platform for effectively addressing their data challenges and needs.
  • Users value the data quality of Black Tiger Platform, effectively addressing data challenges and ensuring 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: 8.8/10)
  • Identification: 10.0/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Blast?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Blast?

Claro AI

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

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Claro AI?

  • Automation: 10.0/10 (Category avg: 8.8/10)
  • Identification: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Claro AI?

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

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Claro AI?

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: 9.0/10)
  • 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?

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: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • 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
  • 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?

Data Quality App

Most data quality tools stop at duplicate detection. The Data Quality App goes all the way in: it is a complete, Microsoft-certified data quality solution built natively for Dynamics 365 and Power Apps. Duplicate detection and prevention: exact, fuzzy and phonetic matching that catches variants like Jon and John or Muller and Mueller, with deep filtering options, running in the foreground while users work and in the background at millions-of-records scale. Merge the way your organization needs: bulk merge with configurable master-record rules, or manual merge with full control. Prevention at the point of entry keeps cleaned tables clean, for users, imports and integrations alike. Data quality rules on every entity: set data requirements on any table, standard or custom, and define how end users should work with records. Flow rules let you build your own logic, internal or external, so the solution extends to requirements only your organization has. Guidance on the record: the customizable Data Quality Dashboard sits directly on the record. Users see what is wrong and what is required the moment they open an account or contact, and data can be updated on the spot. Measurement over time: Data Health Studio shows the state of your data today and how it develops over 30, 60 and 90 days, covering duplicate rates, rule compliance and completeness per table. Data quality becomes a KPI, not a one-off project. Trusted by enterprises including ASSA ABLOY, Novo Nordisk Pharmatech, MHI Vestas, TIAA Bank and Wonderful Copenhagen. Everything runs inside your own Dynamics 365 environment and your data never leaves your tenant. Free 15-day trial of the full solution, no card required.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Data Quality App?

  • 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)

Who Is the Company Behind Data Quality App?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Data Quality App?

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: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • 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: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Deduplix - Data Deduplication Software?

Who Uses This Product?

  • Company Size: 100% Small

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

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