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ETL Software with Email Address Extraction (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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34 software options

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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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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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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Zema Enterprise logo

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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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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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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AnalyticsCreator logo

Metadata-driven design studio for automated data engineering

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AnalyticsCreator replaces manual ETL scripting with metadata-driven automation. It generates optimized SQL, SSIS, and Azure Data Factory pipelines automatically, reducing errors, accelerating delivery, and keeping full transparency of every transformation.

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Jaspersoft logo

Business Intelligence solution

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Jaspersoft helps you deliver the reporting and analytics your customers want, without burdening your development team.

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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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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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Snowplow BDP logo

Data collection platform for small to large businesses

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Snowplow Insights is a cloud-based data collection solution designed to help small to large businesses collect and warehouse event data across all platforms in real-time. Data analysts, engineers & scientists can configure data schemas & validate all gathered information against associated schemas.

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Rossum logo

AI-powered, automatic data capture for any document layout

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Rossum is a cloud-based optical character recognition (OCR) solution that helps enterprises capture data electronically using artificial intelligence (AI) technology. It enables users to extract structured/semi-structured data from multiple documents.

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Astera ReportMiner logo

Data extraction and mining software

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Astera ReportMiner is a full-featured data extraction and mining tool designed to help businesses ingest and extract data from unstructured data sources and files in multiple file formats. The solution helps users build workflow rules for automating data extraction, as well as monitor folders, emails and other sources in real-time.

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Blendo logo

Frictionless data access for Business Intelligence Teams

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Lightning-fast ELT platform with all the sales, marketing or financial API connectors you want, for your data analytics stack. Blendo is a flexible ELT platform that can connect your sales, marketing or financial platforms with your data warehouse.

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Kodak Info Input Solution logo

Intelligent Document Processing Software

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KODAK Info Input Solution intelligently captures from anywhere, classifies, extracts, indexes, validates, augments, and delivers ultra-high-quality data and documents directly into line-of-business applications with little-to-no human intervention.

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Flatirons Fuse logo

Cloud-based data management tool for CSV files.

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Flatirons Fuse is a cloud-based data management platform that makes it easy to import data into websites. With Flatirons Fuse, users can focus their development efforts on growing the business and spend less time managing data. Flatirons Fuse offers powerful frontend data cleaning and validation, backend data validation support, and AI-powered column matching to make sure users are able to import their data seamlessly into the system.

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Stitch logo

Integration and extract, transform & load (ETL) software

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Stitch is an ETL software designed to help enterprises migrate business data from various online sources to data warehouses. It allows organizations to ensure data security in compliance with industry regulations, streamline operational workflows, and detect and report errors across data pipelines.

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EdbMails Office 365 Migration Software logo

Office 365 mailbox migration software for businesses

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EdbMails helps you migrate Office 365 mailboxes quickly and securely between tenants or to a Exchange/IMAP servers. With incremental sync, auto-reconnect, and no data loss, it ensures a smooth experience. No scripting required—ideal for IT admins and businesses.

Read more about EdbMails Office 365 Migration Software

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Optymyze logo
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No-code data warehousing, processing and automation software

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Optymyze is a no-code data warehousing and automation software designed to assist businesses with application development, sales performance management, staff planning, financial forecasting, and workforce performance, among other operations from within a unified platform. It enables real-time collaboration across enterprises and technical teams via discussions, storyboard visualizations, and co-authoring co-editing, live editing, and file-sharing capabilities.

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