Best Data Quality Tools - Page 20

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)

Paribus 365

Prevent, merge, and remove duplicate data - improve data quality - master Single Customer View (SCV) Duplicate data causes Microsoft Dynamics 365 users to become frustrated, misguided, and confused about the truth, ultimately leading to a lack of customer satisfaction. Therefore, successfully managing your Dynamics data and keeping it clean of duplicates is vital to achieving effective customer engagement and securing an SCV. Paribus 365™, seamlessly embedded in Dynamics 365, provides the following proven capabilities to ensure core principles of data quality: Intelligent Searching – the fuzzy matching capability of the Paribus Intelligent Search engine means you always find what you are looking for, even if you do not spell it exactly right, or know the exact name of the person or company. Duplicate Prevention – A lack of appropriate data quality policies puts your Dynamics 365 system at risk. Paribus Duplicate Prevention stops the creation of duplicate data by alerting users when they are about to add a record that already exists within Dynamics, enforcing your data governance strategy. Duplicate Detection – When engaging with entities in Dynamics, it is important for users to know if that entity could be a duplicate. Paribus Duplicate Detection actively provides users with valuable insight of any potential conflicting duplication before they engage with a given entity. This makes it easy for users to cross review each conflict and to establish an SCV. Data Cleanse, Merge and Consolidation – Achieving duplicate-free data should be a key goal of any data quality strategy. Paribus Data Cleansing searches across your entire Dynamics system to identify large-scale data duplication. Once identified, duplicates can be reviewed before easily merging and consolidating them into a single master golden record. Lead Management – Effective Lead management is essential to providing a clear insight of business opportunities. Paribus Lead Management automatically highlights existing customers to assist the Lead qualification and engagement process and prevent embarrassing and misguided customer interactions. Smart Entity Lookups – Dynamics 365 Entity Lookups do not contain fuzzy matching, and in cases where entities are not found, they promote the creation of a new entity, which may likely be a duplicate. Paribus Smart Entity Lookups provides an enhanced replacement with all the power of the Paribus fuzzy match engine, ensuring Dynamics users a safer alternative and allowing them to always establish the correct entity Lookup. Paribus 365™ is the DQ for Dynamics solution that revolutionizes data management, saving precious time and empowering organizations to realize the true potential of their data.

Who Is the Company Behind Paribus 365?

Pearstop

Who Is the Company Behind Pearstop?

  • Seller: Pearstop
  • Year Founded: 2024
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

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Pentaho Data Quality

Pentaho Data Quality enables teams to identify and resolve missing, inconsistent, and inaccurate data—before it impacts downstream systems and decision-making. Ensure Trusted, Compliant Data—Continuously Streamline Workflows and Accelerate AI Readiness Gain Full Visibility and Control of Your Data

Who Is the Company Behind Pentaho Data Quality?

  • Seller: Pentaho
  • Year Founded: 2004
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    159 employees on LinkedIn®

PhoneValidator.com

PhoneValidator.com checks phone numbers worldwide and tells you whether each is a cell phone, landline, VoIP or toll-free number, which carrier it belongs to, where it's from, and whether it's fake or invalid. Use it to verify leads and signups, keep CRM data clean, and choose between texting and calling. Look up one number on the site, upload a list for batch processing, or connect the REST API and integrations for HubSpot, Zapier, Make, Zoho and GoHighLevel. Prepaid, pay-as-you-go pricing with no subscription.

Who Is the Company Behind PhoneValidator.com?

Postio

Postio is a suite of UK data validation APIs designed to assist developers in verifying addresses, emails, and phone numbers efficiently. The platform offers three primary services: address lookup, email validation, and phone validation, each tailored to meet the specific needs of applications requiring accurate and up-to-date data. The address lookup API provides comprehensive coverage of the UK's Postcode Address File (PAF), encompassing approximately 30 million addresses. By inputting a postcode, users receive a structured address output, ensuring data accuracy and consistency. This service is synchronized nightly with Royal Mail, guaranteeing that the address data remains current. The email validation API performs multiple checks to ascertain the validity of an email address. It examines the syntax, verifies MX records, conducts SMTP handshakes, and detects disposable email addresses. Additionally, the API offers typo suggestions, such as correcting 'gmial' to 'gmail', enhancing data quality and reducing the likelihood of errors. The phone validation API focuses on UK phone numbers, normalizing them to the E.164 international standard. It identifies the type of line—mobile, landline, VoIP, or non-geographic—and provides information on the original and current carriers. This service also indicates whether a number has been ported and assesses its reachability, offering valuable insights for applications that rely on accurate phone data. Integration with Postio is streamlined through its RESTful API, accompanied by official SDKs for various programming languages, including Node.js, Python, PHP, Ruby, Go, and .NET. For client-side applications, Postio offers a browser SDK that enables UK address autocomplete functionality with minimal setup. Additionally, the platform provides plugins for popular platforms such as WordPress, Shopify, and WooCommerce, facilitating seamless integration without extensive coding. Postio operates on a transparent pricing model, charging a flat rate per request without tiers, minimums, or annual contracts. Users can prepay with any card, starting from £10, and each request is debited as it occurs. The platform offers 100 free lookups to new users, allowing them to evaluate the services before committing financially. Data security and compliance are central to Postio's operations. The platform is hosted in London, ensuring that address and email data remain within the UK, while phone checks utilize an EU carrier network. Postio is GDPR-compliant, with personal data obfuscated after 30 days, a retention period that can be configured per API key. As a licensed Royal Mail PAF Solutions Provider, Postio ensures that its address data is always current and reliable. Postio's infrastructure is built for performance and reliability, boasting a 99.99% uptime SLA. The platform leverages technologies such as Cloudflare, AWS, Royal Mail, Typesense, and Telnyx to deliver fast and dependable services. Real-time status monitoring provides transparency regarding system performance, with metrics such as P50 and P95 latency readily available. In summary, Postio offers a robust and developer-friendly solution for UK data validation, encompassing address, email, and phone number verification. Its comprehensive APIs, straightforward integration options, transparent pricing, and commitment to data security make it a valuable tool for applications that require accurate and up-to-date UK data.

Who Is the Company Behind Postio?

Precisely Data Experience

Precisely Data Experience helps teams make more informed decisions about the data they acquire. Registered users gain instant access to free sample data downloads, giving them the opportunity to isolate and assess the data that may eventually power their projects. Precisely Data Experience helps users begin analysis faster by offering plug and play capabilities for Business Intelligence (BI) and Business Analytics (BA) applications. This gives business users, with or without a technical background, a simple and effective way to access clean, pre-prepped and standardized data for use in any system.

Who Is the Company Behind Precisely Data Experience?

Product Data Quality Audit

Bhoroli scores how ready your e-commerce catalog is for AI shopping agents — and tells engineering exactly which gaps to fix first. Drop a URL on bhoroli.com; we crawl your storefront with a real browser and score every product across 9 quality dimensions (ACR, Completeness, Conformity, Consistency, Uniqueness, Validity, Referential Integrity, Accessibility, Accuracy) for a single PDQ score (0–100), plus a ranked punch list. Free, no signup. Built for Shopify, Salesforce, AEM, SAP, Magento, BigCommerce, and WooCommerce.

Who Is the Company Behind Product Data Quality Audit?

ProductMatch

ProductMatch is a semantic data integration and classification software that maps product data into common hierarchies and attribute trees quickly and automatically with visual tools and semantic based machine learning.

Who Is the Company Behind ProductMatch?

Qlik Talend Cloud

Qlik Talend Cloud offers extensive data integration capabilities plus data quality and governance. Available in Starter, Standard, Premium, and Enterprise editions, it provides features such as bulk and incremental replication, log-based CDC, no-code/low-code/pro-code data pipeline development, a data products catalog, and more . Qlik Talend Cloud can automate the design, creation and continuous update of data warehouses, lakehouses, and AI-ready data lakes on any cloud platform. It offers real-time or near-real-time data integration across heterogeneous environments, supporting critical workloads like fraud detection and AI inference. Qlik Talend Cloud has a scalable 'go-as-you-grow' approach, and supports multiple data integration patterns. Globally available on cloud infrastructure, this unified platform is designed to provide a trusted data foundation for AI and support various data integration needs across organizations of all sizes.

Average Rating: 4.6/5.0

Total Reviews: 13

How Do G2 Users Rate Qlik Talend Cloud?

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

Who Is the Company Behind Qlik Talend Cloud?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • LinkedIn® Page: www.linkedin.com
    4,399 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Company Size: 46% Medium, 38% Small

What Do G2 Reviewers Say About Qlik Talend Cloud?

AI-generated summary from verified user reviews

Pros
  • Users value the API integration of Qlik Talend Cloud for efficiently building data ingestion pipelines with ease.
  • Users value the automation capabilities of Qlik Talend Cloud, enabling streamlined data ingestion without additional infrastructure.
  • Users appreciate the cloud-based data ingestion capabilities of Qlik Talend Cloud for seamless pipeline creation and scheduling.
  • Users value the ease of creating Data Ingestion pipelines in Qlik Talend Cloud without needing extra infrastructure.
  • Users appreciate the easy data ingestion pipeline creation in Qlik Talend Cloud, simplifying their workflow without extra infrastructure.

What Are Recent G2 Reviews of Qlik Talend Cloud?

Qualdo-MQX

Qualdo-MQX is a leader in monitoring and improving data quality and ML-Models for enterprises adopting a multi-cloud and modern data ecosystem. Qualdo.ai is a proprietary SaaS product where Data-Quality meets Model Monitoring. Available on Azure, AWS and Google cloud databases, Qualdo™ helps enterprises monitor mission-critical ML & data issues, errors, and quality using Augmented Data Engineering. In other words, performance is measured and monitored in autopilot mode.

Who Is the Company Behind Qualdo-MQX?

Quickcode

Quickcode is an AI-powered trade intelligence platform that helps companies navigate global trade as a strategic lever, not a risk. By forecasting the impact of tariffs, classifications, and regulatory changes before products move, Quickcode enables smarter sourcing, pricing, and market decisions, while reducing compliance risk and operational friction across everyday trade workflows.

Who Is the Company Behind Quickcode?

Quill CRM Hygiene

Quill CRM Hygiene is a CRM data hygiene platform: specialized AI agents that find data quality problems in Salesforce and HubSpot, propose fixes with evidence, and clean things up as autonomously as you'd like. Instead of matching rules you write and maintain, Quill's agents reason about the records themselves. They deduplicate companies, contacts, leads, and deals, match leads to accounts, repair parent and child account hierarchies, validate addresses and emails, and fill in the critical fields reps skip. Every proposed change is queued with its supporting evidence, so you review what you want and automate what you trust. Quill is built for RevOps, Sales Ops, and GTM engineering teams who own CRM data quality, and for companies that want to deploy AI on their CRM without breaking its integrity. Getting started begins with a free diagnostic: Quill analyzes your data and shows you exactly what it would fix before you commit to anything. Built in New York by a team from Palantir and Datadog. SOC 2 and HIPAA compliant.

Who Is the Company Behind Quill CRM Hygiene?

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