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ETL Software with Data Mapping (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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72 software options

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BroadPeak logo

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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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No-code marketing data platform for agencies and in-house teams to connect, organize, visualize, and share all your marketing data. Easily extract data from different sources, transform, and load it to a data warehouse. Set up automated transfers to BigQuery, with no previous data knowledge.

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CRM data migration software

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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 is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
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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

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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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Funnel logo

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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

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Fivetran logo

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