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Top Rated ETL Software with Data mapping

Last updated: May 2026

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75 software options

Adverity logo

Adverity

Integrated data platform for marketing analytics

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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
• Unrivaled data transformations

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BroadPeak logo

BroadPeak

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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CloverDX logo

CloverDX

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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Skyvia logo

Cloud platform for data integration, backup & management

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Skyvia provides data integration that requires no knowledge of coding. Skyvia offers secure cloud data backup, oneclick restore & online data management via SQL

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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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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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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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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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Dromo logo

Dromo is an embeddable spreadsheet importer (UI included)

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With Dromo, businesses can give customers a beautiful end-to-end spreadsheet importing flow in minutes. It is designed to speed up your customer time-to-value, decrease onboarding friction, and clean up data.

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APIWorx Managed API Platform logo

Integration solution for B2B eCommerce & manufacturers

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APIWorx is a cloud-based integration solution designed to help B2B eCommerce and manufacturing businesses streamline data flows across various third-party accounting, CRM, ERP, POS, or shipment systems.

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Tray.io logo

Enterprise-scale integration platform

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Tray.io is an enterprise-scale integration platform that enables business professionals to connect their whole cloud software stack & automate complex processes

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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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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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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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Nexla logo

Cloud-based data and AI integration platform

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Nexla is a no/low-code, enterprise-grade, AI-powered data integration platform designed to help organizations unlock data from any source and transform it into production-ready data products for AI and agents.

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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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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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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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Aekyam logo

Powering Seamless AI-Orchestration with Aekyam.

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Aekyam is designed to handle ETL processes for a wide array of business needs, breaking down data silos for a seamless data flow.

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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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Retica logo

AI-powered platform for intelligent document processing

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Retica is an AI-powered cloud platform for processing documents like invoices, orders, shipping notes and more. It optimizes business workflows with Retica's artificial intelligence. Retica can automatically import any document into ERP or CRM systems. Enabled by AI, it recognizes text, tables and information regardless of document structure and transforms them into data readable by business software.

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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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Altova MapForce logo

ETL and Data Mapping Tool

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Altova MapForce is a data mapping tool that enables users to define, execute, and manage complex data integration and mapping relationships.

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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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Bear Cognition logo

Cloud-based data analysis solution for business operations.

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Bear Cognition offers a comprehensive suite of data-driven solutions designed to transform business operations. Their Perceptivity platform provides an intelligent supply chain solution with AI-driven optimization for end-to-end visibility, enabling enhanced decision-making and operational efficiency. The LTL Revenue Optimization System leverages advanced AI algorithms to deliver accurate pricing analysis, empowering businesses to make informed pricing decisions.

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