# Best Data Mapping Software for Medium-Sized Businesses *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)* Products classified in the overall Data Mapping category are similar in many regards and help companies of all sizes solve their business problems. However, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized Business Data Mapping to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Medium-Sized Business Data Mapping category. In addition to qualifying for inclusion in the Data Mapping Software category, to qualify for inclusion in the Medium-Sized Business Data Mapping Software category, a product must have at least 10 reviews left by a reviewer from a medium-sized business. ## How Many Data Mapping Software Products Does G2 Track? **Total Products under this Category:** 45 ### Category Stats (Jun 2026) - **Average Rating**: 4.47/5 The average rating of products in this category, based on all submitted ratings - **New Reviews This Quarter**: 41 - **Buyer Segments**: Mid-Market 60% │ Small-Business 29% │ Enterprise 12% Represents the distribution of reviewers across all products in this category. - **Top Trending Product**: Skyvia (+0.15%) - Among all products in this category, Skyvia recorded the largest rating increase compared to last month *Last updated: June 09, 2026* ## How Does G2 Rank Data Mapping Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,000+ Authentic Reviews - 45+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. --- **Sponsored** ### CData Sync Unlike volume-based tools with unpredictable pricing, CData Sync offers a single platform for ETL and reverse ETL, with full deployment flexibility and fixed, scalable pricing—so your costs don’t balloon as your data grows. Connect to 250+ enterprise data sources, including: • Salesforce, Microsoft Dynamics, and SAP • SharePoint, NetSuite, Workday, and QuickBooks • ServiceNow, Xero, Sage Intacct, HubSpot, Marketo, Oracle • …and many more Replicate that data into your preferred destinations, such as: • Snowflake, Databricks, SQL Server, Redshift, OneLake, and others Deploy it your way—on-premises, in your own cloud, or in a private-cloud SaaS model. Getting started is simple: 1. Log in 2. Select your source tables 3.Set your sync interval CData Sync handles the rest, using efficient incremental updates that minimize load on your operational systems. The platform includes: • Point-and-click ETL/ELT/reverse ETL • Change Data Capture (CDC) with no elevated database permissions • Complete data control and custom SQL transformations • dbt integration CData Sync centralizes your automated data flows, giving you full control, faster delivery, and the freedom to scale without hidden fees. Download a 30-day free trial of CData Sync or learn more at: www.cdata.com/sync [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=2193&secure%5Bdisplayable_resource_id%5D=1181&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1181&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=124922&secure%5Bresource_id%5D=2193&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-mapping%2Fmid-market&secure%5Btoken%5D=c9ae25a22dfbc791de2ca106c7dde6f0b52ac35593ac9b1ba9f6543be934dc8e&secure%5Burl%5D=https%3A%2F%2Fwww.cdata.com%2Fsync%2F%3Futm_source%3Dg2%26utm_medium%3Dsponsored-link%26utm_campaign%3Dsync-clicks-etl-tools&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Data Mapping Software Products in 2026? ### 1. [Boomi](https://www.g2.com/products/boomi/reviews) Boomi is the intelligent integration and automation company that drives transformation. The Boomi Platform enables businesses to connect applications, people, and data faster to eliminate digital fragmentation caused by the exponential growth of applications and data. Through a combination of Generative AI, prebuilt connectors to applications, low-code automation, recipes for common business processes, full API lifecycle management, and event-driven architecture for cloud and hybrid on-premises integration, the Boomi Platform provides the breadth and depth of support required for modern digital transformation in an easy-to-use platform with enterprise-grade security, scalability, and reliability. **Average Rating:** 4.4/5.0 **Total Reviews:** 454 **How Do G2 Users Rate Boomi?** - **Data manipulation:** 9.0/10 (Category avg: 8.8/10) - **Process various formats:** 8.8/10 (Category avg: 8.7/10) - **Data visualisation:** 8.3/10 (Category avg: 8.6/10) - **Ease of Use:** 8.6/10 (Category avg: 8.7/10) **Who Is the Company Behind Boomi?** - **Seller:** [Boomi](https://www.g2.com/sellers/boomi) - **Company Website:** https://boomi.com/ - **Year Founded:** 2000 - **HQ Location:** Chesterbrook, PA - **Twitter:** @boomi (101,083 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/boomi-inc/ (3,024 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 45% Enterprise, 39% Mid-Market #### What Are Boomi's Pros and Cons? **Pros:** - Integrations (33 reviews) - Ease of Use (30 reviews) - Easy Integrations (30 reviews) - Features (30 reviews) - Integration Capabilities (29 reviews) **Cons:** - Complexity (11 reviews) - Learning Curve (10 reviews) - Difficult Learning (9 reviews) - Integration Issues (9 reviews) - Complex Coding (8 reviews) ### 2. [Lobster Data Platform](https://www.g2.com/products/lobster-data-platform/reviews) Lobster is a Supply Chain Integration Platform headquartered in Germany. We help organisations connect any partner, system, and data format in a single platform, so they can move beyond simply transporting data and actually make it operational. For more than 20 years, we have been building integration solutions for logistics, retail, and manufacturing. Our platform covers three core areas: Integration (EDI, APIs, cloud apps, legacy systems), Orchestration (automated workflows and processes), and Collaboration (self-service portals for partners and suppliers). With over 90 pre-built connectors, customers can onboard partners in any format or protocol without replacing what already works. What sets Lobster apart is ownership. Our customers stay in full control of their data flows. Their teams configure changes, onboard new partners, and adjust formats themselves, without waiting weeks for consultants or vendor tickets. Built-in AI supports configuration, error analysis, and documentation, so even complex setups remain manageable. Most customers go live within four weeks. Over 1,500 companies worldwide, including HARIBO, HP, Hermes, Tchibo, Schaeffler, DHL, and Lufthansa Cargo, rely on Lobster to keep their supply chains running reliably, securely (ISO certified), and at scale. **Average Rating:** 4.6/5.0 **Total Reviews:** 104 **How Do G2 Users Rate Lobster Data Platform?** - **Data manipulation:** 9.2/10 (Category avg: 8.8/10) - **Process various formats:** 9.3/10 (Category avg: 8.7/10) - **Data visualisation:** 7.7/10 (Category avg: 8.6/10) - **Ease of Use:** 8.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Lobster Data Platform?** - **Seller:** [Lobster Data GmbH](https://www.g2.com/sellers/lobster-data-gmbh) - **Company Website:** https://www.lobster-world.com/ - **Year Founded:** 2002 - **HQ Location:** Tutzing, Germany - **LinkedIn® Page:** https://www.linkedin.com/company/lobster-data-gmbh/ (324 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Logistics and Supply Chain, Transportation/Trucking/Railroad - **Company Size:** 63% Mid-Market, 27% Enterprise #### What Are Lobster Data Platform's Pros and Cons? **Pros:** - Ease of Use (18 reviews) - Customer Support (16 reviews) - Features (11 reviews) - Integrations (8 reviews) - User Interface (8 reviews) **Cons:** - Complexity (11 reviews) - UX Improvement (6 reviews) - Complex Usability (4 reviews) - Expensive (4 reviews) - Missing Features (4 reviews) ### 3. [Skyvia](https://www.g2.com/products/skyvia/reviews) Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and much more. Benefits of Using Skyvia: • Cost efficiency: With affordable, flexible pricing plans for each product, Skyvia suites for businesses of any size. • Ease of Use: Based on extensive customer feedback, ease of use is Skyvia's strongest quality. • Flexibility: Skyvia provides adaptable, no-code integration tools for both basic and advanced business scenarios. • Trust: Skyvia is trusted by thousands of data-driven organizations around the globe. With a vast library of 200+ connectors, Skyvia provides seamless integration among various cloud applications, databases, and data warehouses, including Salesforce, Dynamics CRM, QuickBooks Online, SQL Server, Amazon Redshift, Google BigQuery, and others. **Average Rating:** 4.8/5.0 **Total Reviews:** 318 **How Do G2 Users Rate Skyvia?** - **Data manipulation:** 8.4/10 (Category avg: 8.8/10) - **Process various formats:** 8.6/10 (Category avg: 8.7/10) - **Data visualisation:** 8.4/10 (Category avg: 8.6/10) - **Ease of Use:** 9.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Skyvia?** - **Seller:** [Devart](https://www.g2.com/sellers/devart) - **Year Founded:** 1997 - **HQ Location:** Wilmington, Delaware, USA - **Twitter:** @DevartSoftware (1,738 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/800325/ (252 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, CTO - **Top Industries:** Information Technology and Services, Marketing and Advertising - **Company Size:** 52% Small-Business, 42% Mid-Market #### What Are Skyvia's Pros and Cons? **Pros:** - Ease of Use (46 reviews) - Easy Integrations (33 reviews) - Easy Setup (30 reviews) - Setup Ease (29 reviews) - Integrations (26 reviews) **Cons:** - Information Deficiency (8 reviews) - Difficult Setup (7 reviews) - Learning Curve (7 reviews) - Poor Documentation (7 reviews) - Setup Difficulty (7 reviews) ### 4. [OWOX](https://www.g2.com/products/owox/reviews) OWOX Data Marts is a Free Forever Self-Service Analytics Platform that brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your trusted reports update in real time with no analyst in the loop. With OWOX Data Marts, companies grow revenue as fast as they collect new data by enabling self-service reporting for everyone. Trusted by 165,000+ users in data teams, but also in marketing, finance, and product teams: from fast-scaling startups to global enterprises, OWOX products powers decisions across every department with data people actually trust. ‍ Self-hosted and Cloud Deployment are available to suit any data stack. Imagine a world where exploring data is as easy as driving a car, without the limitations of public transport (traditional BI dashboards) or the cost of a private driver (data analysts). That's exactly what we assure you! **Average Rating:** 4.9/5.0 **Total Reviews:** 290 **How Do G2 Users Rate OWOX?** - **Ease of Use:** 8.8/10 (Category avg: 8.7/10) **Who Is the Company Behind OWOX?** - **Seller:** [OWOX](https://www.g2.com/sellers/owox) - **Year Founded:** 2002 - **HQ Location:** WALNUT, California - **Twitter:** @owox (435 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1721152/ (68 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Chief Marketing Officer, CEO - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 48% Small-Business, 43% Mid-Market #### What Are OWOX's Pros and Cons? **Pros:** - Ease of Use (21 reviews) - Helpful (15 reviews) - Data Management (14 reviews) - Customer Support (13 reviews) - Analytics (7 reviews) **Cons:** - Data Management Issues (4 reviews) - Error Handling (3 reviews) - Expensive (2 reviews) - Integration Issues (2 reviews) - Lack of Information (2 reviews) ### 5. [Patchworks](https://www.g2.com/products/patchworks/reviews) Patchworks is an integration platform as a service (iPaaS) for B2C and B2B e-commerce businesses with the vision of helping retailers of all sizes integrate a best of breed technology stack as quickly and as easily as possible. Born in the cloud, Patchworks provides a powerful, user-friendly platform to connect systems via our low-code/no-code interface through a combination of pre-built connectors and process flows, which can be made available via our Patchworks ‘Blueprints’. Patchworks connects key eCommerce systems, storefronts, marketplaces, ERPs, CRMs, and fulfilment solutions, allowing retailers to simplify technology stack integration and do away with point to point vendor specific apps. Patchworks automates the flow of data across organisations, allowing them to scale without the overwhelming operations, streamline their operations, resources and reduce costs. With Patchworks, users can enjoy smoother operations, quicker time-to-market, and significant cost savings, all while ensuring a robust and scalable, ISO27001 certified, infrastructure that grows with their business. Hundreds of retailers, brands and partners are using the Patchworks platform, customers include the likes of: Castore, Belstaff, Bluebella, Gymshark, Westwing, In The Style, Maniere De Voir, Emma Bridgewater, Huel, The Couture Club, AYBL, Arne, Patta, Lounge Underwear, Mint Velvet, Mr Marvis and many more. **Average Rating:** 4.7/5.0 **Total Reviews:** 53 **How Do G2 Users Rate Patchworks?** - **Data manipulation:** 8.7/10 (Category avg: 8.8/10) - **Process various formats:** 8.9/10 (Category avg: 8.7/10) - **Data visualisation:** 8.9/10 (Category avg: 8.6/10) - **Ease of Use:** 8.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Patchworks?** - **Seller:** [Patchworks](https://www.g2.com/sellers/patchworks) - **Company Website:** https://www.patchworks.co.uk/ - **Year Founded:** 2014 - **HQ Location:** United Kingdom - **LinkedIn® Page:** https://www.linkedin.com/company/patchworks/ (72 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Apparel & Fashion, Information Technology and Services - **Company Size:** 54% Small-Business, 41% Mid-Market #### What Are Patchworks's Pros and Cons? **Pros:** - Ease of Use (12 reviews) - Customer Support (10 reviews) - Issue Resolution (9 reviews) - Easy Integrations (7 reviews) - Efficiency (5 reviews) **Cons:** - Complexity (4 reviews) - Limited Customization (4 reviews) - Poor Customer Support (4 reviews) - Poor Support (4 reviews) - Setup Difficulties (4 reviews) ### 6. [CloverDX](https://www.g2.com/products/cloverdx/reviews) CloverDX is the data integration platform that combines engineering-led pipelines, AI integration, and self-service tools for business users. Host on-prem, in cloud, or hybrid for complete deployment freedom. CloverDX streamlines the entire lifecycle of data—from ingestion and processing to delivery and consumption, enhancing productivity and fostering trust in data. The platform is used by organizations of all sizes, helping companies optimize and orchestrate their data workflows, reduce manual work and errors, and ensure compliance with data governance standards. Data engineers and technical users can build and automate pipelines in a visual + code interface, and business users can also engage with data in user-friendly interfaces, so they can take on data quality, data prep and master data management tasks without needing IT intervention – freeing up technical resource. CloverDX supports a wide range of data sources and formats, enabling users to ingest data from various systems. Robust transformation capabilities allow users to clean, enrich and manipulate data to meet specific business requirements. And CloverDX offers advanced automation features that minimize the need for manual intervention – increasing efficiency and reducing the risk of errors. CloverDX also helps maintain data integrity and accountability throughout the data lifecycle, with full version control and audit trails. Users can track changes and access historical data versions, ensuring they can rely on the accuracy of data at all times. CloverDX is a versatile, flexible data integration solution that addresses the needs of both technical and non-technical users. By combining automation, robust processing capabilities, and a user-friendly interface, it empowers organizations to manage their data more effectively, ultimately leading to better insights, enhanced collaboration and alignment, and improved business outcomes. **Average Rating:** 4.3/5.0 **Total Reviews:** 72 **How Do G2 Users Rate CloverDX?** - **Data manipulation:** 8.6/10 (Category avg: 8.8/10) - **Process various formats:** 8.3/10 (Category avg: 8.7/10) - **Data visualisation:** 7.9/10 (Category avg: 8.6/10) - **Ease of Use:** 8.1/10 (Category avg: 8.7/10) **Who Is the Company Behind CloverDX?** - **Seller:** [CloverDX](https://www.g2.com/sellers/cloverdx) - **Company Website:** https://www.cloverdx.com/ - **Year Founded:** 2002 - **HQ Location:** Prague - **Twitter:** @CloverDX (1,240 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloverdx/ (55 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 40% Mid-Market, 36% Enterprise #### What Are CloverDX's Pros and Cons? **Pros:** - Ease of Use (9 reviews) - Automation (7 reviews) - Easy Integrations (6 reviews) - Simple (6 reviews) - User Interface (6 reviews) **Cons:** - Poor Documentation (4 reviews) - Steep Learning Curve (4 reviews) - Connection Issues (3 reviews) - Unclear Documentation (3 reviews) - Complex Usability (2 reviews) ### 7. [Babelway](https://www.g2.com/products/babelway/reviews) Babelway is an integration platform designed to simplify how businesses exchange data and documents with their partners, covering EDI, e-invoicing, Peppol, and other regulated document flows. Instead of relying on complex, rigid setups, it provides a flexible way to connect systems, transform data, and manage document exchanges across suppliers, customers, and platforms. What makes Babelway different is its approach: a fully transparent, self-service platform where you stay in control of your integrations, with the option to rely on expert support whenever needed. Today, Babelway supports over 700 companies worldwide, processing more than 600 million messages per year across 30+ countries, making it a proven and scalable foundation for business-critical integrations. No black box, no hidden logic, just a clear and flexible way to connect your systems. What Babelway does: • Connects ERPs, APIs, files (CSV, XML, EDIFACT, JSON, etc.) and external platforms through a wide range of protocols (SFTP, AS2, REST, Peppol, and more) • Transforms data between formats, from simple mappings to complex business rules and validations • Automates document flows end-to-end, including sending, receiving, monitoring, and error handling • Provides full visibility on every transaction, with real-time tracking and easy reprocessing when needed • Supports compliance requirements such as Peppol and country-specific e-invoicing mandates Why IT and Finance teams choose Babelway: • Babelway combines flexibility and control in a way that most EDI solutions don’t. • For IT teams, it reduces the complexity of building and maintaining integrations, while keeping full visibility and control over data flows. • For Finance teams, it ensures reliable, compliant, and traceable document exchanges, especially in the context of e-invoicing regulations. • Self-service first: build and manage your own integrations without heavy development cycles • No black box: full visibility into mappings, flows, and data at every step • Support when you need it: from onboarding to full managed implementations via Professional Services • Transparent pricing: clear plans based on usage, with no hidden fees, no tokens, and no surprise costs This makes it easy to start small, scale progressively, and stay in control of both your integrations and your costs. Who it’s for: Babelway is used by mid-sized to large companies across industries such as retail, logistics, manufacturing, and fintech. It’s particularly well suited for organizations that: • Exchange documents with multiple partners • Need to support multiple formats and protocols • Are dealing with e-invoicing regulations (Peppol, France, etc.) • Want to avoid complex, opaque EDI systems Key points: • Self-service platform with full control over integrations • Certified Peppol Access Point and compliant with major standards (ISO 27001, SOC 1 & 2, GDPR) • Scales from a few flows to high-volume environments • Transparent pricing with predictable costs • Free trial available to get started quickly **Average Rating:** 4.7/5.0 **Total Reviews:** 35 **How Do G2 Users Rate Babelway?** - **Ease of Use:** 9.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Babelway?** - **Seller:** [Tradeshift](https://www.g2.com/sellers/tradeshift-57c6d4fd-9fec-41e6-9415-a1e9188c1c70) - **Company Website:** https://tradeshift.com - **Year Founded:** 2009 - **HQ Location:** San Francisco, California - **Twitter:** @tradeshift (6,581 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/845066/ (349 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 58% Mid-Market, 22% Enterprise #### What Are Babelway's Pros and Cons? **Pros:** - Customer Support (2 reviews) - Flexibility (2 reviews) - Data Management (1 reviews) - Efficiency (1 reviews) - Learning Ease (1 reviews) ### 8. [Astera Data Pipeline Builder (Centerprise)](https://www.g2.com/products/astera-data-pipeline-builder-centerprise/reviews) Astera Data Pipeline Builder (Centerprise) provides a no-code, scalable, high-performance, and affordable integration platform designed for technical and non-technical users to connect, transform, and move data from diverse sources to preferred destinations. With Astera's industrial strength ETL/ELT engine, 200+ transformations, and scheduling capabilities, users can build automated data pipelines in a matter of a few clicks. Users can also execute ETL and ELT data pipelines manually, schedule them for automated reruns, or orchestrate them as part of a larger data management process. Whether it's data extraction, transformation, cleansing, or loading, Astera Data Pipeline Builder excels at ensuring data accuracy and reliability. It offers comprehensive data validation capabilities, enabling users to enforce data quality and consistency. It is also a go-to solution for data migration, data warehousing, and business intelligence. **Average Rating:** 4.3/5.0 **Total Reviews:** 31 **How Do G2 Users Rate Astera Data Pipeline Builder (Centerprise)?** - **Data manipulation:** 8.8/10 (Category avg: 8.8/10) - **Process various formats:** 7.5/10 (Category avg: 8.7/10) - **Data visualisation:** 8.8/10 (Category avg: 8.6/10) - **Ease of Use:** 8.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Astera Data Pipeline Builder (Centerprise)?** - **Seller:** [Astera Software](https://www.g2.com/sellers/astera-software) - **HQ Location:** Simi Valley, CA - **Twitter:** @AsteraSoftware (2,252 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/33267/ (160 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Mid-Market, 32% Small-Business ### 9. [Secoda](https://www.g2.com/products/secoda/reviews) Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data sources, pipelines, warehouses, and visualization tools, Secoda aims to create a unified source of truth for businesses. This functionality is particularly valuable for organizations looking to enhance their self-serve analytics, streamline operations, and improve decision-making. Targeted at data teams, business stakeholders, and organizations of all sizes, Secoda serves as an essential tool for those who need to manage and interpret large volumes of data. Its user-friendly interface ensures that individuals with varying levels of technical expertise can leverage the platform to gain actionable insights. Companies such as Vanta, Cardinal Health, ID.me, and Dialpad have adopted Secoda to monitor the health of their data ecosystems, enhance the efficiency of their data teams, and scale AI readiness. One of Secoda’s core advantages is its ability to unify data cataloging, enterprise governance, and observability into a single, streamlined platform. This consolidation not only reduces the overhead of managing multiple tools but also powers Secoda AI with rich, connected context, enabling teams to focus on insights instead of infrastructure. Secoda automates key data management tasks including documentation, tagging, glossary term creation, and policy creation. This automation enables users to quickly discover and access relevant data and insights without extensive manual effort. By streamlining these processes, Secoda not only saves valuable time but also empowers teams to make confident, data-driven decisions based on current, well-organized information, ultimately driving better business outcomes. Overall, Secoda stands out in the data management landscape by offering a comprehensive, AI-driven solution that caters to the needs of both technical and non-technical users. Its ability to create a single source of truth, coupled with its integration of multiple functionalities into one platform, positions it as a valuable asset for organizations aiming to harness the full potential of their data. **Average Rating:** 4.5/5.0 **Total Reviews:** 55 **How Do G2 Users Rate Secoda?** - **Data manipulation:** 5.0/10 (Category avg: 8.8/10) - **Process various formats:** 8.3/10 (Category avg: 8.7/10) - **Data visualisation:** 8.3/10 (Category avg: 8.6/10) - **Ease of Use:** 8.2/10 (Category avg: 8.7/10) **Who Is the Company Behind Secoda?** - **Seller:** [Secoda](https://www.g2.com/sellers/secoda) - **Year Founded:** 2021 - **HQ Location:** Toronto, CA - **Twitter:** @SecodaHQ (923 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/secodahq/about (19 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 65% Mid-Market, 18% Small-Business #### What Are Secoda's Pros and Cons? **Pros:** - Data Lineage (7 reviews) - Onboarding (7 reviews) - Integration Capabilities (6 reviews) - Learning (6 reviews) - Data Management (5 reviews) **Cons:** - Learning Difficulty (4 reviews) - Product Immaturity (4 reviews) - Improvement Needed (3 reviews) - Limited Functionality (3 reviews) - Performance Issues (3 reviews) ### 10. [Transcend](https://www.g2.com/products/transcend/reviews) Transcend is the only autonomous “can I use this data” platform that powers every data decision to scale customer growth. Fortune 500 companies and emerging category leaders leverage Transcend to encode complete data use permissions directly into the enterprise systems that process customer data, delivering a real-time source of truth for consent, preferences, and business rules. The result is superior data quality, ethical use that protects the brand, and audit-ready compliance at scale. With Transcend, companies can unlock revenue from AI, personalization, and other first-party data initiatives with confidence. Founded in 2017 by Ben Brook (CEO) and Mike Farrell (CTO), Transcend is headquartered in the San Francisco Bay Area. The company has been recognized as a Leader in IDC’s MarketScape for Worldwide Data Privacy Compliance Software and twice named to the Deloitte Technology Fast 500™. Learn more at transcend.io. **Average Rating:** 4.6/5.0 **Total Reviews:** 111 **How Do G2 Users Rate Transcend?** - **Data manipulation:** 8.8/10 (Category avg: 8.8/10) - **Process various formats:** 9.3/10 (Category avg: 8.7/10) - **Data visualisation:** 9.4/10 (Category avg: 8.6/10) - **Ease of Use:** 9.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Transcend?** - **Seller:** [Transcend](https://www.g2.com/sellers/transcend) - **Company Website:** https://transcend.io - **Year Founded:** 2017 - **HQ Location:** San Francisco, California - **LinkedIn® Page:** https://www.linkedin.com/company/transcend-io/ (161 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 75% Mid-Market, 19% Enterprise #### What Are Transcend's Pros and Cons? **Pros:** - Compliance Management (6 reviews) - Ease of Use (6 reviews) - Automation (4 reviews) - Customer Support (4 reviews) - Data Privacy (4 reviews) **Cons:** - Integration Issues (3 reviews) - Setup Difficulty (3 reviews) - Complex Implementation (2 reviews) - Delays (2 reviews) - Dependency on Support (2 reviews) ### 11. [Pimcore](https://www.g2.com/products/pimcore/reviews) Pimcore is an analyst-recognized provider of enterprise data and experience management technology, enabling companies to scale Product Experience Management (PXM) across complex ecosystems. Founded in 2013 and headquartered in Salzburg, Austria, Pimcore is trusted by 118,000+ companies worldwide. The Pimcore Platform unifies PIM, MDM, DAM, CDP, DXP/CMS, and Digital Commerce into a composable suite to aggregate, govern, and enrich product content and data—supporting consistent, personalized experiences across channels. Pimcore has been recognized in Gartner’s 2025 Magic Quadrant for Digital Experience Platforms. **Average Rating:** 4.5/5.0 **Total Reviews:** 40 **How Do G2 Users Rate Pimcore?** - **Ease of Use:** 8.2/10 (Category avg: 8.7/10) **Who Is the Company Behind Pimcore?** - **Seller:** [pimcore](https://www.g2.com/sellers/pimcore) - **Company Website:** https://www.pimcore.com - **Year Founded:** 2009 - **HQ Location:** Salzburg, Austria - **Twitter:** @pimcore (1,631 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3505853 (72 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 48% Mid-Market, 33% Small-Business #### What Are Pimcore's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - All-in-one Solutions (2 reviews) - Asset Management (2 reviews) - Customizability (2 reviews) - Data Centralization (2 reviews) **Cons:** - Learning Curve (2 reviews) - Complexity (1 reviews) - Developer Challenges (1 reviews) - Difficulty Learning (1 reviews) - Expensive (1 reviews) ### 12. [Peregrine Connect](https://www.g2.com/products/peregrine-connect/reviews) Peregrine Connect is one of the leading integration platforms that enables businesses to simplify the design, deployment, hosting, management of applications, APIs, and workflows. The platform secures the most critical integrations and business processes with actionable visibility, pinpoint diagnostics, alerting and unified control across your entire organization. Peregrine Connect enables your Microsoft .NET Core resources to be reused and extended to further simplify the integration of applications and the automation of critical business functions. The Peregrine Connect product portfolio encompasses Neuron ESB, FlightPath Data Mapper Management Suite, Design Studio, and NetSuite PSA Add-In for Microsoft Project. Peregrine Connect offers an innovative set of connectors for popular enterprise applications. It provides robust data integration features and a simple yet flexible UI to design & execute integrations for organizations of all sizes. Customers benefit from a superior development experience, better performance, reduced complexity, and immediate time-to-value. Peregrine Connect customers deploy projects in a matter of weeks rather than months with clients around the globe in a variety of industries. To learn more, visit http://www.peregrineconnect.com **Average Rating:** 4.4/5.0 **Total Reviews:** 91 **How Do G2 Users Rate Peregrine Connect?** - **Data manipulation:** 9.4/10 (Category avg: 8.8/10) - **Process various formats:** 9.4/10 (Category avg: 8.7/10) - **Data visualisation:** 9.4/10 (Category avg: 8.6/10) - **Ease of Use:** 8.5/10 (Category avg: 8.7/10) **Who Is the Company Behind Peregrine Connect?** - **Seller:** [Peregrine](https://www.g2.com/sellers/peregrine) - **HQ Location:** Irvine, California - **LinkedIn® Page:** https://www.linkedin.com/company/peregrineconnect/ (5 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Enterprise, 35% Mid-Market ## What Is Data Mapping Software? [IT Infrastructure Software](https://www.g2.com/categories/it-infrastructure) ## What Software Categories Are Similar to Data Mapping Software? - [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration) - [ETL Tools](https://www.g2.com/categories/etl-tools) - [iPaaS Software](https://www.g2.com/categories/ipaas)