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ETL Software with Self Service Data Preparation (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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27 software options

Power My Analytics logo

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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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Two Minute Reports is an add-on for Google Sheets and Google Data Studio applications, designed to help businesses connect multiple data sources to view, monitor, analyze, and report marketing metrics on a unified portal. The platform enables users to create interactive dashboards and generate reports for reference.

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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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Glew logo

eCommerce analytics tool for online sellers

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Glew is a multichannel eCommerce analytics tool for stores hosted on WooCommerce, Shopify & Magento offering customer insights, merchandise analytics and performance reports for online retailers & digital agencies. Integrate external platforms to ETL data for cross-channel reporting & more.

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Easyflow.io is an advanced platform that combines process automation and business intelligence capabilities to empower users to streamline their operations and make data-driven decisions.

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Gathr logo

Power AI with complete data context

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Gathr is a Data+AI fabric, helping enterprises rapidly deliver production-ready data and AI products, with ease, scale and confidence.

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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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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.

600+ data connectors across marketing, advertising, sales and finance
• Automated data quality and management tools
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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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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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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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Dataddo logo

Send data from any cloud-service to any other cloud-service.

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Use Dataddo to send data between any cloud service to any other cloud service; dashboarding apps, data warehouses, CRM tools. A fully managed platform with an intuitive, no-code interface that enables any team to always get the most out of their data without increasing your technical overhead.

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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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MyReport is designed for SMBs and mid-sized companies.

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MyReport is an all-in-one Business Intelligence solution designed for SMBs and mid-sized companies that want to take control of their data and steer their business with confidence.

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EasyMorph logo

Data preparation & work automation for non-technical users

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Powerful, fully visual ETL tool designed from the ground up for business users. Has 100+ built-in transforms and extensive work automation capabilities.

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Reeport logo

Data analytics tool to convert business data into insights

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Reeport is a French cloud-based data analytics platform designed to help teams automatically centralize, reconcile, and convert disparate data into actionable insights. Users can automatically collect data from multiple sources and generate data visualizations, dashboards, and granular reports.

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Jet Analytics logo

Software for creating and managing reports

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Jet Analytics is a complete data preparation, automation, and modeling solution designed for business users to quickly build visually stunning reports and dashboards inside Excel or Microsoft Power BI. While accessing your dashboards on the web or from a mobile device, you can quickly identify trends,

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ETL data pipeline software

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Pipestream enables users to stream Raw Website Data to BigQuery in real-time.

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Upsolver logo

Data lake platform, on-premises or in the cloud

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Upsolver’s data lake platform helps simplify the process for developers to integrate, manage and structure streaming data for analysis, whether on-premises or in the cloud, through a set of advanced stream processing algorithms and an intuitive drag & drop interface

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Mozart Data logo

The easiest and fastest way to set up a modern data stack.

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Backed by award-winning data analyst support, Mozart Data’s all-in-one modern data platform empowers anyone to centralize, organize, and analyze their data without engineering resources. Instead of piecing together tools, companies get everything needed to spin up a reliable data stack in an hour.

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Data management and marketing intelligence tools For leading brands and agencies. Unstructured data is bad data and puts marketing investment decisions at risk. Run anatics to extract, transform, load your data; run marketing programs with confidence.

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Atlan logo

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Atlan is a cloud-based data workspace solution designed to help businesses manage their entire data ecosystem, with tools for data discovery, quality profile generation & automatic lineage construction. The query builder allows non-technical users to query across data lakes, databases & warehouses.

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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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