# Best Data Quality Software - 2026 Reviews & Pricing > Find the best Data Quality Software for your organization. Compare top Data Quality Software systems with customer reviews, pricing, and free demos. Source: https://www.softwareadvice.com/data-quality/ --- [Home](https://www.softwareadvice.com/) / Data Quality Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Data Quality Software of 2026 Updated July 24, 2026 On this page 1. Popular Comparisons 2. Related Software Filter products 149 results ### Compare Products Showing 1 - 25 of 149 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyers’ needs for free and only recommend products that meet buyers’ needs. Vendors pay Software Advice for these referrals. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. ### Product: SAP BTP [SAP BTP](https://www.softwareadvice.com/bi/sap-btp-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary SAP BTP is a solution for businesses of all sizes. It provides a single platform to manage all aspects of business transformation from planning and designing new systems, to implementing them within the organization, to monitoring performance and making adjustments as required The software lets organizations use pre-defined templates to build new processes and improve existing ones, as well as manage them through an integrated platform that includes tools for configuring and executing business processes. It allows businesses to manage the entire business process life cycle from planning to implementation, management, and monitoring. .... [Read more](https://www.softwareadvice.com/bi/sap-btp-profile/) ### Product: DISQOVER [DISQOVER](https://www.softwareadvice.com/bi/disqover-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary DISQOVER is a knowledge discovery platform, primarily catering to life science enterprises. The platform is designed to provide valuable insights from data, assisting pharmaceutical and biotechnology organizations in enhancing data-driven processes in four major areas across the drug development timeline: R&D, clinical testing, regulatory compliance, and competitive intelligence. DISQOVER integrates an organization’s internal data with external public and licensed data sources. This integration makes data completer and in doing so, facilitates enhanced research and insight generation. Users can search across the data via a single interface that also offers easy-to-use interactive dashboards and visualizations for efficient data finability and exploration. The platform features a visual pipeline for importing, transforming, and integrating diverse datasets without coding. It also allows self-service customization, enabling users to adapt views and navigation to suit specific scenarios. DISQOVER’s expandable plug-in architecture extends core functionalities and allows the platform to connect seamlessly within existing IT ecosystems. DISQOVER drive timely access to insights from both structured and unstructured data sources, aiding improved decision-making for increased success throughout the entire drug development timeline. DISQOVER has over 10,000 users ranging from scientific researchers, bioinformaticians, data scientists, and business profiles. Customers include AstraZeneca, Amgen, the Princess Máxima Center for Pediatric Oncology, e-therapeutics, among others.... [Read more](https://www.softwareadvice.com/bi/disqover-profile/) ### Product: ThinkData Platform [ThinkData Platform](https://www.softwareadvice.com/bi/thinkdata-platform-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Data is more available than ever, but varied sources, inconsistent formats, and an evolving compliance landscape make it difficult to manage. Maximizing return on your data investments requires the right strategy and toolset. ThinkData Works unlocks the value of data to grow your business. Connect seamlessly to any source, catalog your assets, and deliver data while retaining visibility and control. Flexible data connections, robust metadata management capabilities, and secure, reliable tools to deliver data where it needs to be — inside or outside your organization. Purpose-built to handle the complexities of data variety, our unified cloud platform cuts overhead, fuels innovation, and drives revenue growth. --- We offer a catalog platform where your data and data users intersect, with a user-friendly interface that makes discovering, enriching, and connecting data easier, faster, and more intuitive. User access management can help determine who on your team can access which datasets, ensuring data security and governance. Dataset health alerts will notify stakeholders when a new update modifies the data in an unexpected way, allowing for actions to be taken early on. Our activity dashboard offers deep usage insights into your organization's data and how members are interacting with the data.... [Read more](https://www.softwareadvice.com/bi/thinkdata-platform-profile/) ### Product: Landline Remover [Landline Remover](https://www.softwareadvice.com/sms-marketing/landline-remover-profile/) 5.0 [(27)](https://www.softwareadvice.com/sms-marketing/landline-remover-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Landline Remover is a number verification solution that can easily determine which phone numbers are mobile and which are landlines. This will help people who are sending SMS Marketing to thousands of leads.... [Read more](https://www.softwareadvice.com/sms-marketing/landline-remover-profile/) ### Best rated features: Data Verification 5.0 Data Cleansing 5.0 Contact Management 4.8 Data Import/Export 4.5 [See all features](https://www.softwareadvice.com/sms-marketing/landline-remover-profile/#key-features) ### Plan 100K $190.00one time $0.0019 / credit with 100,000 credit [See full pricing details](https://www.softwareadvice.com/sms-marketing/landline-remover-profile/#pricing-and-plans) ### Product: Smarty [Smarty](https://www.softwareadvice.com/address-verification/smarty-profile/) 4.88 [(91)](https://www.softwareadvice.com/address-verification/smarty-profile/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Small address mistakes can create big problems—billing errors, shipping delays, compliance risk, and flawed property decisions. Smarty’s address data intelligence helps organizations improve data quality, reduce operational costs, and make more confident decisions. Smarty’s address intelligence suite includes: Global address verification: Validate and standardize address data across systems. Global address autocomplete: Prevent bad entries at the point of capture and speed up checkout and form fills. Address enrichment: Add property and location insights to support smarter underwriting, planning, and investment decisions. US & International Address Verification Smarty verifies and standardizes addresses using a dataset of 210M+ addresses, including 20M non-USPS addresses. Built for performance and reliability, the API supports high-volume processing and delivers clean, standardized results you can trust. US & International Address Autocomplete Stop errors before they enter your database. Smarty suggests only valid, standardized addresses—often in as few as 3–5 keystrokes—to improve user experience and reduce downstream fixes. Customers have reported form completion increases of 9%+. US Rooftop Geocoding Pinpoint the latitude and longitude of the primary structure at an address. Rooftop-level accuracy supports better routing, service delivery, market targeting, and location-based analytics. US Property Data Get hundreds of insights for telecom, insurance, real estate, banking, and more. Integrated with rooftop geocoding, Smarty provides 60+ locational, 150+ structural, and 130+ financial data points to support faster, better decisions. When precision matters, Smarty delivers tools to verify, standardize, enrich, and geocode addresses—so your teams can operate efficiently and confidently.... [Read more](https://www.softwareadvice.com/address-verification/smarty-profile/) ### Best rated features: Access Controls/Permissions 5.0 Data Extraction 5.0 Geolocation 5.0 Geocoding 5.0 ### Worst rated features: Data Import/Export 3.3 Reporting/Analytics 3.7 Data Enrichment 4.0 [See all features](https://www.softwareadvice.com/address-verification/smarty-profile/#key-features) ### US Address Validation Per Lookup Annual Plans $17.00/month Every US address validation plan has legendary support, lightning-fast speeds, and cloud-based hosting. All US address verification tools include access via API, bulk upload, command-line interface, and third-party integrations. Includes up to 45 points of data about the address including: - Residential Delivery Indicator (RDI) - ZIP+4 Code - Vacancy Status - Carrier Route, eLOT - Congressional Disrict - Delivery Point Barcode... [Read more](https://www.softwareadvice.com/address-verification/smarty-profile/#pricing-and-plans) ### US Address Autocomplete $20.00/month Give your customers a dropdown with only valid addresses for faster checkout, increase conversion rates, enhance user experience, and improve fulfillment quality. Yay!... [Read more](https://www.softwareadvice.com/address-verification/smarty-profile/#pricing-and-plans) ### US Rooftop Geocoding $45.00/month Smarty's rooftop accurate geocoding API makes spatial analysis easy by giving you the precise geographic coordinates of a structure. It also makes it easy to relate additional key address data to make critical business decisions.... [Read more](https://www.softwareadvice.com/address-verification/smarty-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/address-verification/smarty-profile/#pricing-and-plans) ### Product: Metaplane [Metaplane](https://www.softwareadvice.com/data-quality/metaplane-profile/) 5.0 [(23)](https://www.softwareadvice.com/data-quality/metaplane-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Metaplane is a data observability platform that provides visibility into data systems and pipelines. It is designed for data engineers and data scientists in large enterprises with complex data infrastructures. Metaplane monitors data systems and pipelines in real-time to detect anomalies, changes, usage patterns, and data lineage. It alerts users to schema changes, data quality issues, access changes, and more. Usage analytics show how data is accessed and transformed over time. Lineage mapping visually depicts the flow of data through systems and pipelines, along with the impact of changes. Continuous integration and continuous delivery (CI/CD) functionality enables automated testing and deployment of data pipelines. Support is provided through documentation, online resources, and other measures.... [Read more](https://www.softwareadvice.com/data-quality/metaplane-profile/) ### Basic $1,249.00/month [See full pricing details](https://www.softwareadvice.com/data-quality/metaplane-profile/#pricing-and-plans) ### Product: Byteplant Email Validator [Byteplant Email Validator](https://www.softwareadvice.com/email-verification/email-validator-profile/) 4.84 [(31)](https://www.softwareadvice.com/email-verification/email-validator-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Byteplant Email-Validator is a Market Leader in Email Validation - remove invalid, disposable and spam-trap emails from your CRM and Database. Powerful and easy-to-use API and Plugins allows you to integrate Email Validator directly into your CRMs or Contact Forms. Email Validator is the ideal solution for businesses looking to improve their customer Email Data Quality and Email Marketing and Outreach KPIs. No matter where you are located in the world, our experts are ready to offer support and consultation for your project. Start validating your customer and contact email addresses at only 6 USD. Developed in Germany and hosted in the EU - our technology and services are 100% GDPR compliant.... [Read more](https://www.softwareadvice.com/email-verification/email-validator-profile/) ### Best rated features: Data Import/Export 5.0 Self Service Portal 5.0 Email Marketing 5.0 Reporting & Statistics 5.0 ### Worst rated features: Bulk Email Verification 4.0 [See all features](https://www.softwareadvice.com/email-verification/email-validator-profile/#key-features) ### Basic $5.90one time [See full pricing details](https://www.softwareadvice.com/email-verification/email-validator-profile/#pricing-and-plans) ### Product: Scal-e [Scal-e](https://www.softwareadvice.com/mobile-marketing/scal-e-profile/) 4.93 [(15)](https://www.softwareadvice.com/mobile-marketing/scal-e-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Scal-e is a digital marketing platform allows brands to set up personalized devices via product or content recommendations across email, SMS, mobile wallets, WhatsApp, Telegram, Messenger, Facebook, and Instagram. Teams can launch animation or loyalty programs and implement distributed marketing strategies.... [Read more](https://www.softwareadvice.com/mobile-marketing/scal-e-profile/) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/mobile-marketing/scal-e-profile/#pricing-and-plans) ### Product: Cognism [Cognism](https://www.softwareadvice.com/crm/cognism-profile/) 4.70 [(260)](https://www.softwareadvice.com/crm/cognism-profile/reviews/) Best for:Mid-size businesses ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Cognism provides accurate, compliant-first B2B data and sales intelligence for teams growing across Europe and beyond. Most data looks fine until you try to use it. Contacts change roles. Numbers don’t connect. Prospecting turns into guesswork. Cognism replaces that guesswork with data you can act on. Find the right people, reach them with confidence, and focus on conversations that move deals forward. Our approach is simple: data fluency. Clear, precise, and built to reflect how real go-to-market teams actually work. Trusted by thousands of revenue teams, Cognism helps you turn data into pipeline, without the noise.... [Read more](https://www.softwareadvice.com/crm/cognism-profile/) ### Best rated features: Workflow Automation 5.0 Multi-Channel Data Collection 5.0 Reporting/Analytics 5.0 Data Profiling 5.0 ### Worst rated features: Data Connectors 3.0 Intent Data 3.0 [See all features](https://www.softwareadvice.com/crm/cognism-profile/#key-features) ### Product: Rulex [Rulex](https://www.softwareadvice.com/bi/rulex-profile/) 4.87 [(15)](https://www.softwareadvice.com/bi/rulex-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Rulex is a cloud-based no-code solution that helps businesses streamline data preparation, machine learning, and optimization operations. The platform can be accessed from multiple devices. Its easy-to-use drag-and-drop graphical interface enables users to manage data confidently and obtain explainable data-driven insight to improve operational and decision-making processes. From supply chains to financial services and healthcare enterprises, people all over the world use Rulex technology to turn their big data into a trustworthy and valuable resource.... [Read more](https://www.softwareadvice.com/bi/rulex-profile/) ### Best rated features: Data Integration 5.0 Workflow Management 5.0 Task Management 5.0 Workflow Configuration 5.0 ### Worst rated features: API 3.0 Business Process Automation 3.0 Collaboration Tools 4.0 [See all features](https://www.softwareadvice.com/bi/rulex-profile/#key-features) ### Rulex Factory Lite €95.00/month Rulex Factory Lite is the starting level license, ideal for small business and single users, working in a standalone scenario. It can be installed on a standard laptop. Despite its name, Rulex Factory Lite contains a vast amount of features and capabilities, enabling users to import, clean, transform, enrich, analyse and export datasets, apply AI and optimization algorithms (including Rulex’s proprietary explainable AI), integrate Python and R scripts, and much more. The data that can be handled by a Rulex Factory Lite license is restricted to 10 million cells of data. Rulex Platform technical documentation is included in the license, and support is provided via Rulex Community.... [Read more](https://www.softwareadvice.com/bi/rulex-profile/#pricing-and-plans) ### Rulex Factory Personal €540.00/month Rulex Factory Personal is the middle level license, suitable for users who need advanced features and unlimited data, but are still working in a standalone scenario. The additional features include code and runtime variables, parallel computation of flows, versioning and autogenerated documentation of all operations performed within Rulex Factory flows. Support is provided through the customer support portal.... [Read more](https://www.softwareadvice.com/bi/rulex-profile/#pricing-and-plans) ### Rulex Factory Enterprise Custom Pricing available upon request Rulex Factory Enterprise is the most complete license, suitable for enterprise multi-user scenarios. The additional features provided are those required for collaborative team work in user groups, such as silent installation of the software, cloud and server deployment, alerts, events, flow scheduling, vault variables and rest API. Support is provided through the customer support portal with a defined Service Level Agreement, guaranteeing response times, for enterprise flows in production.... [Read more](https://www.softwareadvice.com/bi/rulex-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/bi/rulex-profile/#pricing-and-plans) ### Product: nuvo [nuvo](https://www.softwareadvice.com/data-quality/nuvo-profile/) 5.0 [(6)](https://www.softwareadvice.com/data-quality/nuvo-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary nuvo is a cloud-based and on-premise database platform that helps small to large businesses manage data via cleaning, validation, sharing and more. Key features include artificial intelligence (AI), column matching, data security, data models and multiple file upload.... [Read more](https://www.softwareadvice.com/data-quality/nuvo-profile/) ### Best rated features: Data Extraction 5.0 Data Quality Control 5.0 Data Mapping 5.0 AI/Machine Learning 5.0 ### Worst rated features: Data Storage Management 4.0 [See all features](https://www.softwareadvice.com/data-quality/nuvo-profile/#key-features) ### Product: Waaila [Waaila](https://www.softwareadvice.com/data-quality/waaila-profile/) 4.85 [(13)](https://www.softwareadvice.com/data-quality/waaila-profile/) ### Pricing availability Free trial: Not available Free version: Available Software Advice Summary Waaila is an automated web analytics auditing application that caters to digital marketers and web analysts who want to ensure accurate analytics data. It offers automated audits of popular web analytics platforms like Google Analytics and Piano Analytics. It runs pre-configured tests to validate data quality and settings and application checks for issues like traffic anomalies, ecommerce data layer problems, and incorrect campaign tracking. When critical problems are detected, the platform sends email alerts to users with actionable recommendations to resolve the issues. Key features of Waaila include automated auditing, email alerts for critical issues, and fixes for problems. The tool runs scheduled checks for common data problems, allowing users to find and resolve issues. With Waaila, marketers can rely on quality data, allowing them to make data-driven choices to improve results. Users can connect their Google Analytics or Piano Analytics accounts to start validating the data quality.... [Read more](https://www.softwareadvice.com/data-quality/waaila-profile/) ### Best rated features: Performance Metrics 5.0 Duplicate Detection 5.0 Data Verification 5.0 Data Discovery 4.7 [See all features](https://www.softwareadvice.com/data-quality/waaila-profile/#key-features) ### Product: Nexla [Nexla](https://www.softwareadvice.com/bi/nexla-profile/) 4.89 [(9)](https://www.softwareadvice.com/bi/nexla-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Nexla is a hybrid business intelligence (BI) solution that helps analysts, business users and data engineers across various sectors to integrate, automate and monitor their incoming and outgoing data flows. Features include high volume processing, no-code sandbox, flex API technology and more. Nexla helps data professionals to detect schemas from data sources and integrate with complex, non-standard data APIs. The solution can connect to multiple formats such as CSV, XML, JSON, EDI and handle various data integrations that include API to Snowflake, API to Redshift, S3 to Bigquery, FTP to S3 and more. Additionally, Nexla enables users to create inter-organization data feeds that help them to receive data or send it to their partners. Users can also transform data to formats such as hashes, location specificity, mathematical operations, user agent conversions and string operations. Nexla can either be deployed on-premise or hosted in the cloud. Support is offered via email.... [Read more](https://www.softwareadvice.com/bi/nexla-profile/) ### Best rated features: Access Controls/Permissions 5.0 Job Scheduling 5.0 ETL 4.5 Alerts/Escalation 4.0 ### Worst rated features: Metadata Management 2.0 Real-Time Monitoring 3.0 Data Connectors 4.0 Third-Party Integrations 4.0 [See all features](https://www.softwareadvice.com/bi/nexla-profile/#key-features) ### Contact us Custom Pricing available upon request Contact Nexla for detailed pricing information. [See full pricing details](https://www.softwareadvice.com/bi/nexla-profile/#pricing-and-plans) ### Product: Lobster Data World [Lobster Data World](https://www.softwareadvice.com/product/459058-Lobsterdata/) 4.77 [(22)](https://www.softwareadvice.com/product/459058-Lobsterdata/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises. Trusted by over 2,000 customers globally, Lobster empowers teams to unlock the power of their data with its Lobster Data World, comprising the Lobster Data Platform for real-time management, the Lobster Data Network for seamless collaboration, and Lobster Data Products for plug-and-play industry solves. With operations across DACH, the UK, France, Scandinavia, and the Benelux, Lobster’s secure suite of scalable solutions delivers measurable value from day one.... [Read more](https://www.softwareadvice.com/product/459058-Lobsterdata/) ### Best rated features: Workflow Scheduler 5.0 Data Import/Export 5.0 Data Connectors 5.0 Third-Party Integrations 5.0 ### Worst rated features: Data Quality Control 3.0 Access Controls/Permissions 3.0 Monitoring 4.0 Reporting/Analytics 4.0 [See all features](https://www.softwareadvice.com/product/459058-Lobsterdata/#key-features) ### Basic / Entry package €1,950.00/month [See full pricing details](https://www.softwareadvice.com/product/459058-Lobsterdata/#pricing-and-plans) ### Product: Sign on Tab [Sign on Tab](https://www.softwareadvice.com/product/492513-Sign-on-Tab/) 5.0 [(5)](https://www.softwareadvice.com/product/492513-Sign-on-Tab/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Sign on Tab is a digital consent management solution designed for healthcare businesses. It offers a suite of tools to streamline the consent process, improve workflow efficiency, and enhance patient experiences. The key features include customizable digital consent forms, handwritten digital signatures, and integration capabilities. Healthcare organizations can use these solutions to reduce on-site patient consent filling time, minimize claim risks with compliance checks, and simplify patient admissions through remote consent form pre-filling. The virtual printer technology converts traditional printing into a paperless process, enhancing the organization's sustainability. Sign on Tab is committed to data security and compliance. It aligns with EU security standards, employs encryption protocols, and maintains access controls. Regular security audits and monitoring ensure high levels of data protection, giving healthcare businesses confidence to digitize their consent management. The cloud-based storage solutions provide efficient signed consent administration and instant access to patient data, reducing administrative burden for employees.... [Read more](https://www.softwareadvice.com/product/492513-Sign-on-Tab/) ### Best rated features: File Sharing 5.0 Third-Party Integrations 5.0 Document Management 5.0 Workflow Management 5.0 ### Worst rated features: Forms Management 4.0 [See all features](https://www.softwareadvice.com/product/492513-Sign-on-Tab/#key-features) ### Signing via link €10.00/month Signing via link [See full pricing details](https://www.softwareadvice.com/product/492513-Sign-on-Tab/#pricing-and-plans) ### Product: Accurity [Accurity](https://www.softwareadvice.com/data-governance/accurity-profile/) 4.78 [(9)](https://www.softwareadvice.com/data-governance/accurity-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Accurity is a data intelligence platform designed to help businesses, from small to big, with data management and governance processes. Businesses can choose from a range of solutions covering many aspects of management and governance from building Business Data Models (BDMs), metadata management, data reliability, to data lineage and traceability. Accurity has a simple user interface usable by many different departments across the organization. It can connect your Oracle, MS SQL, Teradata, PostgreSQL, or Excel databases to the Business Glossary and is extensible through REST API integration. Accurity is sold standalone or as a cloud Software as a Service. Support is covered via email, online documentation, and other online resources.... [Read more](https://www.softwareadvice.com/data-governance/accurity-profile/) ### Best rated features: Data Discovery 5.0 Data Lineage 5.0 Customizable Rules 5.0 Access Controls/Permissions 5.0 ### Worst rated features: Data Quality Control 1.0 [See all features](https://www.softwareadvice.com/data-governance/accurity-profile/#key-features) ### Professional $9,900.00/year [See full pricing details](https://www.softwareadvice.com/data-governance/accurity-profile/#pricing-and-plans) ### Product: Flookup Data Wrangler [Flookup Data Wrangler](https://www.softwareadvice.com/data-quality/flookup-for-google-sheets-profile/) 4.82 [(11)](https://www.softwareadvice.com/data-quality/flookup-for-google-sheets-profile/) ### Pricing availability Free trial: Not available Free version: Available Software Advice Summary Flookup is a powerful solution for data cleaning, designed to examine your spreadsheets with precision and identify entries that are either exact matches or share a high degree of similarity. This capability is invaluable for detecting and removing duplicates, as well as merging related datasets to achieve cleaner, more reliable data. At the core of Flookup lies its advanced fuzzy matching technology. Unlike traditional methods that only detect exact matches, fuzzy matching identifies near-identical text entries. For example, it can recognise that “John Smith” and “Smith Jon” may represent the same individual, despite variations in spelling or order. Flookup also provides a similarity score, expressed as a percentage, to indicate how closely two entries resemble each other. Identical entries return a score of 100%, while entries that are highly similar but not identical may score around 80%. Whether you are working with a small dataset or managing thousands of rows, Flookup delivers accuracy, efficiency and speed, making data cleaning in Google Sheets faster and considerably less demanding.... [Read more](https://www.softwareadvice.com/data-quality/flookup-for-google-sheets-profile/) ### Best rated features: Data Cleansing 5.0 Duplicate Detection 4.8 Reporting/Analytics 4.8 Match & Merge 4.7 [See all features](https://www.softwareadvice.com/data-quality/flookup-for-google-sheets-profile/#key-features) ### Product: EnrichHQ [EnrichHQ](https://www.softwareadvice.com/data-quality/data-enrichment-engine-profile/) 5.0 [(4)](https://www.softwareadvice.com/data-quality/data-enrichment-engine-profile/) ### Pricing availability Free trial: Not available Free version: Available Software Advice Summary Marcom Robot Data Enrichment Engine helps your marketing, sales and operations teams get the data they need about your prospects and customers to market, sell and do business more effectively. Data Enrichment Engine provides company level information such as industry, number of employees, annual revenue, HQ location, corporate social media profiles, and other data points for every prospect and customer account.... [Read more](https://www.softwareadvice.com/data-quality/data-enrichment-engine-profile/) ### Product: DigitalRoute [DigitalRoute](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/) 4.77 [(13)](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary DigitalRoute is a data management platform that helps businesses integrate the platform with any system within a company's IT infrastructure to gather, process, enhance, and distribute substantial volumes of usage data to billing and other quote-to-cash applications. It empowers businesses to deliver timely invoices while driving billing enhancements through data-driven insights. The software supports revenue assurance, revenue leakage, and entitlement enforcement in real-time and with extreme precision and is aligned with the customers' software deployment preferences.... [Read more](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/) ### Best rated features: Invoice History 5.0 Data Extraction 5.0 Online Invoicing 5.0 Workflow Management 5.0 ### Worst rated features: Reporting/Analytics 3.8 [See all features](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/#key-features) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/#pricing-and-plans) ### Product: Lariat [Lariat](https://www.softwareadvice.com/product/437651-Lariat/) 5.0 [(3)](https://www.softwareadvice.com/product/437651-Lariat/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Lariat is a cloud-based data quality software that is designed to enable data engineers to detect data problems, ensuring they are addressed before affecting end-users. It integrates with data tools such as Python pipelines, AWS Athena, Snowflake, and Google BigQuery, streamlining productivity throughout the data org. With Lariat Data, users can move away from constantly dealing with data bugs and focus on impactful tasks.... [Read more](https://www.softwareadvice.com/product/437651-Lariat/) ### Best rated features: Search/Filter 5.0 Data Synchronization 5.0 Third-Party Integrations 5.0 Customizable Reports 5.0 ### Worst rated features: Reporting & Statistics 4.0 [See all features](https://www.softwareadvice.com/product/437651-Lariat/#key-features) ### Starter $19.00/month For hobbyists with a smaller data footprint 10 tables per data source Unlimited out-of-the-box indicators 5 Custom Indicators per table Unlimited Users API Access Slack Integration... [Read more](https://www.softwareadvice.com/product/437651-Lariat/#pricing-and-plans) ### Team $899.00 For nimble teams needing coverage across the data stack ### Pro $1,499.00 For sophisticated and high-velocity data organizations [See full pricing details](https://www.softwareadvice.com/product/437651-Lariat/#pricing-and-plans) ### Product: Metaphor [Metaphor](https://www.softwareadvice.com/data-management/metaphor-profile/) 5.0 [(3)](https://www.softwareadvice.com/data-management/metaphor-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Metaphor is a data management solution that integrates with the data stack, enabling agility and scalability for dynamic data environments. It ensures full compatibility with evolving data needs, eliminating the limitations faced by other systems. One of its standout features is the fully automatic end-to-end column-level lineage, eliminating the need for manual intervention. Collaboration is enhanced with Metaphor's integration with various third-party platforms such as Slack and MS Teams. Real-time updates and notifications within these tools accelerate decision-making and optimize operations. Additionally, Metaphor's web extension provides trust signals for business users, offering insights into data quality, lineage, and freshness, facilitating the identification of relevant contacts, and enabling engagement in data discussions. The implementation process is streamlined with Metaphor, as setup to full deployment can be accomplished within days rather than months. The user experience is tailored to accommodate different personas, ensuring that every team member, regardless of their technical proficiency, can navigate and utilize the platform. Embracing an agile and outcome-oriented approach to data governance, Metaphor enables organizations to respond to changes and achieve their data governance objectives. Metaphor's advanced AI-augmented search capabilities power data discovery with relevant results. By leveraging AI technology, Metaphor ensures that search results align with user intent, streamlining workflows and enhancing productivity. The pricing of Metaphor is transparent and competitive, providing customers with clear value without the complexities of traditional licensing structures.... [Read more](https://www.softwareadvice.com/data-management/metaphor-profile/) ### Best rated features: Collaboration Tools 5.0 Data Catalog 5.0 Metadata Management 4.5 Data Discovery 4.5 ### Worst rated features: AI/Machine Learning 4.0 Search/Filter 4.0 Natural Language Search 4.0 [See all features](https://www.softwareadvice.com/data-management/metaphor-profile/#key-features) ### Product: Mozart Data [Mozart Data](https://www.softwareadvice.com/bi/mozart-data-profile/) 5.0 [(3)](https://www.softwareadvice.com/bi/mozart-data-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart Data’s all-in-one modern data platform includes ETL, a data warehouse, and data transformation tools, empowering anyone to easily centralize, organize, and analyze their data without engineering resources. Instead of piecing together multiple tools, companies get everything they need to spin up a data stack in an hour, get visibility into their data pipelines, and ensure their data is reliable.... [Read more](https://www.softwareadvice.com/bi/mozart-data-profile/) ### Best rated features: Query Builder 5.0 Alerts/Notifications 5.0 Ad hoc Reporting 5.0 Data Capture and Transfer 5.0 [See all features](https://www.softwareadvice.com/bi/mozart-data-profile/#key-features) ### Product: datuum.ai [datuum.ai](https://www.softwareadvice.com/data-extraction/datuum-ai-profile/) 5.0 [(3)](https://www.softwareadvice.com/data-extraction/datuum-ai-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Datuum is an AI-powered platform that simplifies the customer data onboarding process by automating data integration from diverse sources. Moreover, you don't need any coding skills to use it. Datuum's AI engine has human-like comprehension, which reduces data preparation time to mere minutes. Our platform streamlines the onboarding process for customers, allowing them to get started easily and quickly. This, in turn, accelerates data operations for you, freeing up your valuable time to focus on customer experience and insights rather than manual data entry. Datuum has over 40 years of operations and data management experience, and we've incorporated that knowledge into the heart of our platform. To make the platform simple to use, even for non-technical people, we have addressed the primary pain points of data engineers and managers. Datuum's unique AI engine is trained on millions of records from various domains, enabling it to understand your customers' data like a human would. This results in a faster and more efficient process, leading to significant time savings. Our platform enables organizations to extract, ingest, transform, migrate, and establish a single source of truth for their data or put data into existing storage. By using Datuum, you can save up to 80% of the time spent on data-related tasks, making your processes significantly more efficient than manual methods. In addition, Datuum ensures that your data is accurate, consistent, and up to date, allowing you to make informed decisions.... [Read more](https://www.softwareadvice.com/data-extraction/datuum-ai-profile/) ### Best rated features: Third-Party Integrations 5.0 Data Migration 5.0 Data Mapping 5.0 [See all features](https://www.softwareadvice.com/data-extraction/datuum-ai-profile/#key-features) ### Product: Databuck [Databuck](https://www.softwareadvice.com/data-quality/databuck-profile/) 4.83 [(6)](https://www.softwareadvice.com/data-quality/databuck-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary DataBuck is most useful when you need to validate and reconcile data autonomously using AI/ML algorithms. It is designed for big data volume and cloud data sources. DataBuck identifies unknown errors and eliminates data quality risks. Some use cases of DataBuck include data validation, reconciliation, and data quality control.... [Read more](https://www.softwareadvice.com/data-quality/databuck-profile/) ### Best rated features: Data Verification 4.7 Data Profiling 4.5 Single Sign On 4.3 Monitoring 4.2 ### Worst rated features: Compliance Management 4.0 [See all features](https://www.softwareadvice.com/data-quality/databuck-profile/#key-features) ### Basic $36,000.00/year [See full pricing details](https://www.softwareadvice.com/data-quality/databuck-profile/#pricing-and-plans) ### Product: Snowplow BDP [Snowplow BDP](https://www.softwareadvice.com/master-data-management/snowplow-insights-profile/) 4.78 [(9)](https://www.softwareadvice.com/master-data-management/snowplow-insights-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Snowplow Insights is a cloud-based data collection platform that helps businesses of all sizes collect and store data from across the web in real-time. Key features include data processing, data pipeline maintenance, autoscaling and compliance management. Snowplow Insights enables businesses to control the data collection pipelines by running it on private cloud environments such as Amazon Web Services or Google Cloud Platform, ensuring information is stored in compliance with business protocols and industry-specific regulations. It enables users to track events and entities against associated data points and design data structures using event data modeling and schema-ing technology. It comes with a data quality management tool, which allows users to validate lost data, identify data quality issues and recover redundant data. Snowplow Insights facilitates integration with various third-party applications such as Mailchimp, Marketo, Zendesk, Olark and more. Pricing is available on monthly subscriptions and support is extended via email, documentation and other online measures.... [Read more](https://www.softwareadvice.com/master-data-management/snowplow-insights-profile/) 1 [2](https://www.softwareadvice.com/data-quality/?page=2)[3](https://www.softwareadvice.com/data-quality/?page=3)[4](https://www.softwareadvice.com/data-quality/?page=4)[5](https://www.softwareadvice.com/data-quality/?page=5)[6](https://www.softwareadvice.com/data-quality/?page=6) ## Popular Comparisons [ Cognism vs Leadfeeder ](https://www.softwareadvice.com/crm/cognism-profile/vs/leadfeeder/)[ Addressfinder vs Smarty ](https://www.softwareadvice.com/email-verification/addressfinder-profile/vs/smarty/) ### Related Data Quality Software - [Big Data Software](https://www.softwareadvice.com/bi/big-data-comparison/) - [Business Intelligence Software](https://www.softwareadvice.com/bi/) - [Contact Management Software](https://www.softwareadvice.com/crm/contact-management-comparison/) - [Data Governance Software](https://www.softwareadvice.com/data-governance/) - [Data Preparation Software](https://www.softwareadvice.com/bi/data-preparation-comparison/) - [Lead Management Software](https://www.softwareadvice.com/marketing/lead-management-comparison/) - [Master Data Management Software](https://www.softwareadvice.com/master-data-management/)