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ETL Software with Data Migration (2026)

Last updated: March 2026

Key features of ETL Software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

  • Multiple Data Sources: Users value the ability to effortlessly connect, consolidate, and manage data from diverse sources, including various databases and APIs. 97% of reviewers rated this feature as important or highly important.
  • Data Import/Export: Reviewers appreciate the ease and flexibility of importing and exporting data in multiple formats, ensuring seamless data movement. 96% of reviewers rated this feature as important or highly important.
  • Data Connectors: Users highlight the extensive range of pre-built connectors, simplifying data integration and eliminating the need for custom solutions. 95% of reviewers rated this feature as important or highly important.
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86 software options

Domo logo

The AI and Data Products Platform

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Domo is a comprehensive AI and data platform that connects and prepares data from any source, enabling users to transform it into insights. It helps users automate workflows, predict trends, and provide answers directly from the source for data-driven decisions.

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Cloudiway logo

Cloud-based migration and data transfer software

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Cloudiway is a cloud-based ETL software that helps businesses migrate emails, files, sites, and groups through a unified platform.

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The Modern Data Platform made for data people.

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ClicData is a modern data platform to build your data stack or enhance your existing one with powerful, integrated tools.

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Hevo logo

No-code, data pipeline for advanced ETL, ELT and Reverse ETL

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Hevo is a no-code, bi-directional data pipeline technology designed specifically for advanced ETL, ELT, and Reverse ETL requirements.

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Workato logo

AI orchestration & integration platform

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Workato Enterprise MCP is a Message Control Protocol platform for agentic AI that connects AI agents to various business applications. Built on the Workato integration platform as a service, the platform enables organizations to construct secure and scalable agentic AI workflows capable of executing complex business processes across multiple systems.

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Omatic Cloud logo

Turn Data into Connections

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Omatic Cloud Essentials can help your team handle gift and donor data while automatically identifying duplicate records, filter, review and merge them based on similarity scoring and importance. By automating imports from original source files to Salesforce CRM, we save you time spent on admin work.

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Supermetrics logo

All your marketing data, wherever you need it.

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All your marketing data, wherever you need it. Supermetrics streamlines the delivery of data from 80+ sales and marketing platforms into the analytics and reporting tools marketers use to make better decisions.

Supermetrics is used by +700k marketers in over 120 countries.

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Matillion logo

Extract, transform, load platform for cloud data warehouses

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Matillion is an extract, transform, load (ETL) solution for cloud data warehouses including Amazon Redshift, Snowflake and Google BigQuery. It enables users to gather data from various sources & deliver them in structured and semi-structured frameworks using data transformation capabilities.

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BroadPeak logo

Low Code Enterprise Integration & ETL

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BroadPeak's easy-to-build data streaming ETL pipelines move data seamlessly to Redshift or Snowflake through a low-code interface.

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MigrateMyCRM logo

CRM data migration software

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MigrateMyCRM by SyncMatters is the leading platform for seamless CRM data migration, supporting over 25 CRM systems. It ensures an efficient migration process without technical skills or additional software, maintaining zero downtime for businesses.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Tugger logo

Ask your business data anything. No code. No faff.

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Tugger is the AI-powered data platform that connects Simpro, Xero, HubSpot, QuickBooks, and more to a secure managed warehouse. Ask your data anything in plain English using Claude, ChatGPT, or Gemini - or build Power BI and Tableau dashboards. No coding. No setup headaches. Just answers.

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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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Singular logo

Next-gen marketing analytics and attribution platform

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Clean, organized marketing data, automatically loaded to your data warehouse of choice for a unified view of all your data.

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Data extraction and visualization software

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ZEMA is a data extraction and visualization software that is designed for businesses in several industry segments, such as energy, insurance, agriculture, publications, and gas retail. It helps organizations capture data, conduct data analytics, aggregate data, manage search operations, and more from within a unified platform.

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SSIS Integration Toolkit logo

Data Integration Solution

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SSIS Integration Toolkit is a full suite of integration solutions with over 300 premium components and 100 API connectors designed to enhance productivity and facilitate data integration with any application, database system, or data source, such as Dynamics 365, Salesforce, HubSpot, and many more.

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MBOX Converter Tool logo

Software for converting mbox files to multiple formats

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MBOX Converter Tool is designed for Windows and Mac that enables users to easily convert MBOX files from various email service providers like Gmail, Thunderbird, iCloud, and more to different formats, including Outlook-compatible PST, Adobe PDF, and various web-based email accounts. The tool preserves the integrity of emails, folders, calendars, tasks, and attachments during the conversion process.

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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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BLR PST Converter logo

Download PST converter exporter software to convert PST file

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BLR PST Exporter Tool is a converter that allows users to export and migrate Outlook PST files to a variety of email formats and accounts, including Office 365, Gmail, Thunderbird, and more. The software preserves the original file structure, attachments, and email properties, making it a reliable solution for transferring Outlook data.

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Adverity logo

The integrated data platform for teams that run on data.

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Adverity is an ETL that helps marketing and analyst teams improve performance and trust their data by automating data integration and governance.

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Funnel logo

Marketing data aggregation and reporting platform

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Funnel is a marketing intelligence platform that aggregates data from multiple marketing sources into a centralized hub. The platform offers multiple connectors to integrate data from various advertising and analytics platforms, enabling automated reporting and data warehouse integration. Funnel provides AI-based measurement tools including marketing mix modeling and multi-touch attribution to analyze campaign performance across channels.

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Advanced ETL Processor logo

Easy to use, fast, and powerful ETL Software

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Advanced ETL Processor helps non-technical staff to perform complex data transformations and automate routine tasks.

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Improvado logo

Marketing analytics and intelligence platform

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Connect 500+ data sources, extract 40,000+ unique data fields, apply intelligent transformations, and seamlessly load clean, structured data to any destination—all without writing a line of code. Focus on insights, not maintenance.

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Fivetran logo

Zero-maintenance data pipeline

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Fivetran is a zero-maintenance data pipeline which enables businesses of all sizes to collect and analyze their business data by connecting applications and databases to a central data warehouse. Fivetran supports a range of data connectors, including Asana, Braintree, Shopify, Salesforce, and more.

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