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Data Quality Software with Match & Merge (2026)

Last updated: April 2026

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63 software options

Cognism logo

Discover, connect, and engage with qualified decision-makers

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The leader in premium sales intelligence.

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Omatic Cloud logo

Turn Data into Connections

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ImportOmatic enables fast and easy data integration for Blackbaud's Raiser's Edge and Raiser's Edge NXT with baked-in intelligence to clean data, and more

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Segment logo

Customer data hub

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Segment collects, centralizes, organizes and analyzes all your customer data coming from multiple sources such as apps, websites, and various devices.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Byteplant Email Validator logo

Enterprise Level Email Validation Solution

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Validate your email address database with Email Validator. Designed for enterprise level CRM, ESP and ERP platforms, Email Validator checks every single email in real-time with an end-to end algorithm to identify disposable, catch-all, and invalid emails.

Stop bouncing and start connecting!

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Addressfinder logo

Enjoy accurate address data, all the time.

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Start enjoying accurate address data, all the time. AddressFinder provides dependable and accurate address solutions for business owners that are looking to enhance their website forms and checkouts or clean up their address database.

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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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Grooper logo

Intelligent Document Processing and Data Integration

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Grooper intelligent document processing provides data enrichment that embeds human comprehension into documents and other unstructured data. The solution is delivered in a collaborative consulting fashion or as a data fulfillment service.

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Scal-e logo

Omnichannel marketing system with customer loyalty programs

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Omnichannel marketing solution that reaches audiences through customer loyalty programs and data management to gain a 360 degree view on customer profiles with 5 modules including data management, audience builder, omnichannel orchestration, customer retention, and customer intelligence.

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Byteplant Phone Validator logo

Data validation and management software

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Phone Validator is a data management software that helps businesses clean up contact lists by validating phone numbers in compliance with FCC Telephone Consumer Protection Act (TCPA). It allows staff members to detect and automatically correct typos and errors across sign-up pages.

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Appen logo

Artificial intelligence (AI) & machine learning (ML) tool

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Appen's quality training data is the catalyst for propelling machine learning and traditional AI applications to new heights. Our platform leverages built-in quality control mechanisms and assurance features to ensure the highest standards of accuracy and relevance in the data we deliver.

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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4MDG logo

Master data management software

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4MDG is a master data management software designed to help medium and large companies unite robotic process automation, big data, and workflows to make data better.

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Syniti Knowledge Platform logo

Unified Data Management to Power the Enterprise

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The Syniti Knowledge Platform (SKP) transforms data into a high-value business asset, laying the foundation for business transformation. Syniti’s all-in-one enterprise data management platform supports data migration, data quality, data replication, master data management, and data governance.

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Byteplant Address Validator logo

Standardize, Validate and Correct Postal Addresses Worldwide

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Address Validator provides accurate verification, standardization, and formatting of postal addresses from over 240+ countries worldwide in real-time.

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JuxtAPPose logo

Data comparison tools for various sources & queries

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JuxtAPPose is a data comparison tool that enables users to efficiently compare data from various sources, such as different files or queries. It supports multiple file & query formats such as Excel, CSV, TXT, Amazon Redshift, MS-SQL, & more. JuxtAPPose can be used by those with limited tech skills.

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Talend Data Fabric logo

Talend, a leader in cloud data integration & data integrity

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Talend Data Fabric offers a single suite of apps to help enterprises collect, govern, transform and share data, enabling users to shorten the time to trusted data.

Over 4,250 organizations across the globe have chosen Talend to help them turn all their raw data into trusted data.

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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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Flookup Data Wrangler logo

Fuzzy match, highlight and remove duplicates from your data

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Flookup is a powerful add-on that employs fuzzy matching algorithms and AI to advance data cleaning tasks in Google Sheets.

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Nexla logo

Cloud-based data integration platform

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Nexla’s is a no/low-code data integration platform enables enterprises to create and share ready-to-use data across all ecosystems, including production-grade GenAI model inference.

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CloverDX logo

Solving real-world data challenges

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CloverDX is developer-friendly data integration platform for cloud, on-premise or hybrid scenarios. Combines visual design with fully featured IDE for prototyping, debugging, deploying and operating even the most complex data jobs.

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DataGroomr logo

Salesforce Deduplication Made Simple

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DataGroomr uses Machine Learning to quickly find duplicates in Salesforce.

Data cleansing that's fast, easy, accurate, and reliable. Available on AppExchange.

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Panoply logo

Data warehousing and transformation

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Panoply is a managed cloud data warehouse with ELT data connectors and dashboarding capabilities, all in one easy to use platform

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Introhive logo

Grow revenue, relationships, and retention.

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AI powered SaaS platform enabling businesses to grow and realize the full value of their relationships and underutilized data.

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Open Bridge logo

AI-based tool for data collection, integration & management

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Open Bridge is an on-premise and cloud-based data management software that provides businesses with tools to extract, collect, and integrate enterprise data on a centralized platform. Supervisors can use the dashboard to schedule operational workflows and configure access permissions.

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