Best Data Exchange Platforms - Page 2

How Many Data Exchange Platforms Products Does G2 Track?

Total Products under this Category: 87

Category Stats (Sep 2026)

  • Average Rating: 4.5/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Peliqan (+0.15%) - Among all products in this category, Peliqan recorded the largest rating increase compared to last month

Last updated: September 03, 2026

How Does G2 Rank Data Exchange Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 7,900+ Authentic Reviews
  • 87+ 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.

G2 Grid® for Data Exchange Platforms

G2 Grid® for Data Exchange Platforms plotting products by satisfaction and market presence

Highlighted products: Google Analytics, Google Analytics Hub, Snowflake Data Exchange, Crunchbase, Huwise, AWS Data Exchange, Adeptia, and Weld.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-exchange-platforms/grids.json?focus%5B%5D=google-analytics&focus%5B%5D=google-analytics-hub&focus%5B%5D=snowflake-data-exchange&focus%5B%5D=crunchbase&focus%5B%5D=huwise&focus%5B%5D=aws-data-exchange&focus%5B%5D=adeptia&focus%5B%5D=weld-weld)

Narrative

Narrative is a data commerce platform that makes it fast and easy to buy, sell, and share data.

Average Rating: 3.7/5.0

Total Reviews: 10

How Do G2 Users Rate Narrative?

  • Reporting and Visualization: 8.9/10 (Category avg: 8.7/10)
  • Solution Integration: 8.1/10 (Category avg: 8.8/10)
  • Data Transmission: 8.1/10 (Category avg: 9.2/10)

Who Is the Company Behind Narrative?

  • Seller: Narrative I/O
  • Year Founded: 2016
  • HQ Location: New York, NY
  • Twitter: @narrative_io
    384 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of Narrative?

What Are G2 Users Discussing About Narrative?

Flatfile

Migrating data is one of the biggest barriers to onboarding customers quickly and successfully. This process is often complex and error-prone, causing delays and frustration that can negatively impact the customer experience. Don’t let customer data become a bottleneck for your business. Accelerate your data onboard and migrations with AI-powered data transformations. Our source-to-target mapping auto-magically converts complex data into your desired format. Easily collaborate with stakeholders on data decisions with granular access control, ensuring the right people manage the right data at the right time. With our fully customizable developer-first platform and event-driven architecture you can create complex workflows tailored specifically to your business needs. No more costly, service-heavy migrations. Migrate data efficiently and with confidence. Come see how we help the world’s best data migration and implementation teams migrate customer data seamlessly.

Average Rating: 4.6/5.0

Total Reviews: 31

How Do G2 Users Rate Flatfile?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Reporting and Visualization: 9.4/10 (Category avg: 8.7/10)
  • Solution Integration: 9.3/10 (Category avg: 8.8/10)
  • Data Transmission: 9.6/10 (Category avg: 9.2/10)

Who Is the Company Behind Flatfile?

  • Seller: Flatfile
  • Year Founded: 2018
  • HQ Location: Denver, Colorado
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 90% Small, 6% Medium

What Do G2 Reviewers Say About Flatfile?

AI-generated summary from verified user reviews

Pros
  • Users value the time efficiency of Flatfile, appreciating the saved effort in building functionalities independently.
  • Users note significant time savings with Flatfile by eliminating the need to develop similar functionality independently.
Cons
  • Users report unreliable error handling, often facing cryptic server errors that undermine their experience and product credibility.
  • Users report frequent error notifications and instability with Flatfile, impacting reliability and user experience significantly.
  • Users find limited customization in Flatfile, hindering their ability to tailor the experience to their needs.
  • Users find Flatfile's limited features inadequate, struggling with reliability and customizability in their workflows.
  • Users report limited functionality in Flatfile, citing frequent errors and lack of customizability that hinder usability.

What Are Recent G2 Reviews of Flatfile?

What Are G2 Users Discussing About Flatfile?

Dataspark

DataSpark is a mobility intelligence company delivering mobility intelligence in every application for every interaction.

Average Rating: 4.3/5.0

Total Reviews: 13

How Do G2 Users Rate Dataspark?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Reporting and Visualization: 7.5/10 (Category avg: 8.7/10)
  • Solution Integration: 8.3/10 (Category avg: 8.8/10)
  • Data Transmission: 8.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Dataspark?

Who Uses This Product?

  • Company Size: 69% Small, 15% Medium

What Are Recent G2 Reviews of Dataspark?

Data Leaders

The Marketplace for data and analytics leaders. The Marketplace is dedicated to Data and Analytics and are aiming for it to be the trusted source of information in this space. Ultimately they help CDOs and their teams discover the right technology, consultancies or services, to make better buying decisions.

Average Rating: 4.2/5.0

Total Reviews: 8

How Do G2 Users Rate Data Leaders?

  • Reporting and Visualization: 9.4/10 (Category avg: 8.7/10)
  • Solution Integration: 9.4/10 (Category avg: 8.8/10)
  • Data Transmission: 9.4/10 (Category avg: 9.2/10)

Who Is the Company Behind Data Leaders?

Who Uses This Product?

  • Company Size: 50% Small, 38% Medium

What Are Recent G2 Reviews of Data Leaders?

Dataforce

TransPerfect DataForce is an unmatched network of in-country professionals that provides data to make AI systems smarter. With over 1,000,000 global experts, we collect and annotate data used by our clients to offer a superior AI-enabled customer experience.

Average Rating: 3.4/5.0

Total Reviews: 6

How Do G2 Users Rate Dataforce?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Reporting and Visualization: 9.0/10 (Category avg: 8.7/10)
  • Solution Integration: 8.3/10 (Category avg: 8.8/10)
  • Data Transmission: 8.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Dataforce?

  • Seller: TransPerfect
  • Year Founded: 1992
  • HQ Location: New York
  • Twitter: @DigitalReef
    570 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    18,394 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 33% Small

What Are Recent G2 Reviews of Dataforce?

WeTransform

WeTransform is AI Import Management for B2B SaaS. The product is the embeddable AI file importer that drops into the host product in roughly four lines of code via the @wetransform/core npm package or an iframe embed. End customers upload data in any format. The SaaS backend receives clean validated data via REST API or webhook. **The format multiplication problem** Every B2B SaaS that imports client or partner data faces a hidden cost. As the customer base grows, the number of incoming file formats explodes: CSVs with inconsistent headers, Excels with merged cells, PDFs with tables, legacy XML, JSON with custom schemas, badly structured ERP exports. Each new format means new parsing code, more edge cases, and stalled onboarding. WeTransform makes format multiplication a non-problem. **How it works** The SaaS defines a target format once, with columns, types, constraints, and validation rules. End customers upload files through the embedded interface. The AI maps source columns to the target format, runs validation, and delivers clean data to the backend. Integration uses the @wetransform/core npm package (React, Vue, vanilla JavaScript) or an iframe embed with custom domain. **Signature capabilities** - AI Mapping: automatic column matching from source files to the target format - Autoclean: AI normalization of unstructured files (PDFs, merged cells, images) into structured rows - Power Functions: customer-coded external API calls during transformation, for validation or enrichment (SIRET, address verification, license plate, customer ID) - Fill the Gaps: AI completion of missing fields by reading context from other columns - Natural language rules: users describe transformations in plain language - Value mapping: between two different nomenclatures across source and target - Multi-channel ingestion: API, webhooks, FTP/SFTP, URL, and email **Customers and outcomes** Used by Cargoo (logistics), Sellermania (e-commerce), Autocab (transportation), ING (banking), 23 Prod, Veloris, Senef, and Armée du Salut. Verticals served include logistics and freight, e-commerce, fintech and banking, accounting, supply chain, marketplaces, EDI, and centralization platforms. Onboarding drops from weeks to minutes. Engineering reclaims around 15% of time previously spent on parsers. Support stops manually reshaping client files.

Average Rating: 4.9/5.0

Total Reviews: 6

Who Is the Company Behind WeTransform?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of WeTransform?

BUCS

BUCS is an end-to-end data management platform built by experienced FP&A consultants to streamline data consolidation, transformation and reporting for better decision-making. With over 150 connectors for both cloud-based and on-premises systems, BUCS seamlessly integrates with ERP, CRM, payroll, operational systems and more—creating a reliable, many-to-one standardized data structure. Our Master Data Management (MDM) and Chart of Accounts mapping tools deliver a real-time view of your organization’s data, empowering you with a single source of truth for financial analytics. Easily connect report-ready data to Excel or BI tools without needing technical expertise. Our platform also features pre-built reporting templates for a variety of financial reports, including income statements, balance sheets, cash flow statements and KPI dashboards, saving time and reducing errors. Headquartered in Kansas City, MO, BUCS serves mid-market organizations in eliminating manual, error-prone data processes, breaking down silos, and enabling faster, data-driven decisions. Our customers trust us to drive revenue growth by transforming how they manage and leverage their data.

Average Rating: 4.9/5.0

Total Reviews: 10

How Do G2 Users Rate BUCS?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.1/10)
  • Reporting and Visualization: 6.7/10 (Category avg: 8.7/10)
  • Solution Integration: 9.4/10 (Category avg: 8.8/10)
  • Data Transmission: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind BUCS?

Who Uses This Product?

  • Company Size: 40% Medium, 30% Small

What Do G2 Reviewers Say About BUCS?

AI-generated summary from verified user reviews

Pros
  • Users value the collaborative partnership with BUCS, praising their seamless integration and responsiveness on data projects.
  • Users commend the exceptional customer support provided by BUCS, appreciating their responsiveness and expertise in problem-solving.
  • Users appreciate the seamless data integration provided by BUCS, enhancing efficiency and delivering real-time insights effortlessly.
  • Users find BUCS to be seamless and easy to use, enhancing collaboration on data projects effectively.
  • Users love the easy integrations with BUCS, enhancing efficiency and simplifying data management across systems.
Cons
  • Users face limitations of the APIs in BUCS, noting it can hinder their overall experience.
  • Users express frustration over data management issues due to delays in updates from the ERP system, seeking real-time access.
  • Users face dependency issues due to API limitations, impacting their overall experience with BUCS.
  • Users express frustration over the lack of real-time data in BUCS, needing more timely updates for better efficiency.
  • Users face sync issues as BUCS updates only twice daily, leaving some wanting real-time data access.

What Are Recent G2 Reviews of BUCS?

Digi.Me

Private Sharing to get data. Private Sharing is the safe and ethical way to access rich consented user data with your app or business.

Average Rating: 4.3/5.0

Total Reviews: 4

How Do G2 Users Rate Digi.Me?

  • Reporting and Visualization: 9.2/10 (Category avg: 8.7/10)
  • Solution Integration: 9.2/10 (Category avg: 8.8/10)
  • Data Transmission: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Digi.Me?

  • Seller: digi.me
  • Year Founded: 2009
  • HQ Location: London, GB
  • Twitter: @digime
    5,195 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Digi.Me?

What Are G2 Users Discussing About Digi.Me?

Apheris

Apheris is the leading federated machine learning and analytics platform that enables organizations to build data applications and AI across boundaries without sacrificing data privacy or intellectual property. Our platform allows businesses to safely work across organizations, geographies, or use cases, while seamlessly integrating into existing tech stacks. As data privacy regulations continue to evolve, Apheris provides a compliant and secure solution for organizations to extract value from their data. With Apheris, you can confidently drive innovation and growth through the power of data.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate Apheris?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Reporting and Visualization: 8.3/10 (Category avg: 8.7/10)
  • Solution Integration: 6.7/10 (Category avg: 8.8/10)
  • Data Transmission: 8.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Apheris?

  • Seller: Apheris
  • Year Founded: 2019
  • HQ Location: Berlin , DE
  • LinkedIn® Page: linkedin.com
    45 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium, 33% Small

What Are Recent G2 Reviews of Apheris?

Bobsled

Bobsled is a cross-cloud data sharing platform that makes it painless to share data between any data lake or warehouse. We enable product and data teams to share data products directly into a customer or partner’s preferred analytical environment without ever leaving their own.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate Bobsled?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Solution Integration: 8.3/10 (Category avg: 8.8/10)
  • Data Transmission: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Bobsled?

  • Seller: Bobsled
  • Year Founded: 2021
  • HQ Location: Los Angeles, US
  • LinkedIn® Page: www.linkedin.com
    56 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of Bobsled?

Datos, A Semrush Company

We offer daily data feed access to the URL sequencing and Clickstream data for millions of opt-in users across the globe.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate Datos, A Semrush Company?

  • Reporting and Visualization: 9.2/10 (Category avg: 8.7/10)
  • Solution Integration: 8.3/10 (Category avg: 8.8/10)
  • Data Transmission: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Datos, A Semrush Company?

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Datos, A Semrush Company?

What Are G2 Users Discussing About Datos, A Semrush Company?

iEDI

iEDI is your all-in-one business suite, built to simplify digital trade. With support for 36+ business documents - from orders and invoices to price lists and bank statements - iEDI streamlines every step of your B2B and B2G communication. Stay connected wherever you are. Whether on a laptop, tablet, or smartphone, you can send, confirm, or track your orders on the go. Get the full picture with real-time dashboards and statistics, giving you instant insight into partner integrations and transaction performance. Experience instant delivery - no waiting, no queues. Your EDI messages are securely converted and transmitted through any leading protocol, including AS2, AS3, X400, FTP/S, and Nemhandel. Easily connect iEDI with your favorite cloud storage - Google Drive, OneDrive, Amazon S3, Dropbox, or your own secure network. Backed by ISO/IEC 27001:2022 certification, iEDI keeps your data protected while helping you expand into a global network of trusted trading partners. Go further with iEDI - the complete EDI solution that works as fast as your business.

Average Rating: 4.9/5.0

Total Reviews: 10

How Do G2 Users Rate iEDI?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind iEDI?

  • Seller: iEDI
  • Year Founded: 2001
  • HQ Location: Espergærde, DK
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 40% Small

What Do G2 Reviewers Say About iEDI?

AI-generated summary from verified user reviews

Pros
  • Users commend iEDI for their excellent customer support, highlighting responsiveness and a partnership-focused approach that enhances operations.
  • Users appreciate the remarkably fast response time of iEDI, highlighting their support and prompt assistance in all matters.
  • Users highlight the efficient automation of iEDI, praising their fast response and smooth EDI processes for effective collaboration.
  • Users value the professional support and custom solutions from iEDI, ensuring smooth EDI processes and strong partnerships.
  • Users appreciate the flexibility of iEDI, benefiting from tailored solutions and effortless supplier integration.
Cons
  • Users find the complexity of tracking customized solutions in iEDI challenging, impacting their overall experience.
  • Users find the overchoice of customized solutions challenging, making it difficult to identify effective problem-solving paths.

What Are Recent G2 Reviews of iEDI?

Peliqan

Peliqan.io is an all-in-one AI-first data integration and automation platform designed for business teams, scale-ups and consultants. Unlike traditional data tools that demand heavy engineering effort, Peliqan enables both business users and technical teams to connect, manage, and activate their data in one collaborative environment - without requiring a dedicated data engineer. With 300+ built-in connectors, Peliqan connects to databases, SaaS business applications (ERP, CRM, Accounting, HRM/ATS etc.), cloud storage, files and APIs as well as on-prem data sources. New connectors are available on demand within 5 business days. Peliqan offers one-click ELT pipelines to the built-in data warehouse, or you can bring your own data warehouse. Peliqan supports all major data warehouses. Thanks to Peliqan’s Excel add-in, business users and consultants can work with real-time data in Excel. Analysts and power users can use Peliqan’s advanced SQL editor with the support of an AI assistant to transform data and prepare business-ready data sets, which can be used in any BI tool such as Microsoft Power BI, Metabase, Tableau, Qlik, Looker etc. Users can also set up Reverse ETL flows. Developers can go even further with Peliqan’s low-code environment, with a built-in virtual AI Data Engineer, where they can: - Build & Publish interactive data apps - Automate writebacks into source systems - Publish API endpoints for data sharing - Implement custom pipelines - Build out internal AI Agents By empowering business users, analysts, consultants and developers, Peliqan dramatically reduces reliance on IT support and speeds up decision-making. Peliqan is not just an ELT data pipeline tool, it’s a complete solution for data orchestration, automation, and activation. Peliqan also acts as the data foundation for Agentic AI, ensuring that AI agents work with trusted, up-to-date 360° views of customers, products, orders, and more - at the speed of a cloud data warehouse. Peliqan’s data warehouse provides an AI-ready data layer out-of-the-box including: - Automatic vectorizing of structured and non-structured data for RAG (Retrieval-Augmented Generation) - Text-to-SQL - MCP Gateway In today’s landscape, a data warehouse is no longer just for BI - it’s the foundation for both BI and AI. With Peliqan.io, organizations can integrate, analyze, and activate their data seamlessly, empowering both humans and AI agents to make smarter, faster decisions.

Average Rating: 4.8/5.0

Total Reviews: 86

How Do G2 Users Rate Peliqan?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Peliqan?

  • Seller: Peliqan
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Gent
  • Twitter: @Peliqan_io
    9 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 48% Small, 41% Medium

What Do G2 Reviewers Say About Peliqan?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Peliqan, enjoying seamless integration and effortless data management processes.
  • Users value the effortless integrations of Peliqan, enhancing data accessibility and automation in their workflows.
  • Users value the easy integrations of Peliqan, which streamline workflows and enhance operational efficiency across various platforms.
  • Users value the extensive pre-built connectors of Peliqan, enabling efficient data integration and faster client onboarding.
  • Users value the real-time data access and smooth integration capabilities of Peliqan for effective data management.
Cons
  • Users find the learning difficulty of Peliqan challenging, requiring technical expertise for setup and usage.
  • Users find Peliqan requires significant technical skills for setup and data transformation, limiting accessibility for non-tech users.
  • Users highlight feature limitations of Peliqan, requiring external tools for complete BI functionality and custom report creation.
  • Users find that Peliqan's steep learning curve requires expertise for optimal use and initial setup can be time-consuming.
  • Users find a steep learning curve for non-tech individuals due to required Python, SQL, and machine learning knowledge.

What Are Recent G2 Reviews of Peliqan?

Alibaba Data Integration

Data Integration is a distribution service providing data transmission, data conversion and synchronization based on an advanced distribution architecture with multiple modules (such as dirty data processing and flow control). Data Integration supports multiple features, including support for multiple data sources, fast transmission, high reliability, scalability, and mass synchronization.

Average Rating: 4.0/5.0

Total Reviews: 3

How Do G2 Users Rate Alibaba Data Integration?

  • Reporting and Visualization: 8.3/10 (Category avg: 8.7/10)
  • Solution Integration: 6.7/10 (Category avg: 8.8/10)
  • Data Transmission: 8.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Alibaba Data Integration?

  • Seller: Alibaba
  • HQ Location: Hangzhou
  • Twitter: @alibaba_cloud
    1,189,812 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,321 employees on LinkedIn®
  • Ownership: BABA
  • Total Revenue (USD mm): $509,711

Who Uses This Product?

  • Company Size: 67% Large, 33% Small

What Are Recent G2 Reviews of Alibaba Data Integration?

What Are G2 Users Discussing About Alibaba Data Integration?

DataPostie

DataPostie is the leading data monetization and data sharing platform. We allow companies to create AI-searchable data products, as well as their own private or public data marketplaces, in record time with world class data governance and security. DataPostie's customers integrate DataPostie with their existing data infrastructure to reach more data consumers and generate direct value from their data products.

Average Rating: 3.8/5.0

Total Reviews: 2

How Do G2 Users Rate DataPostie?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Reporting and Visualization: 6.7/10 (Category avg: 8.7/10)
  • Solution Integration: 5.0/10 (Category avg: 8.8/10)
  • Data Transmission: 8.3/10 (Category avg: 9.2/10)

Who Is the Company Behind DataPostie?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of DataPostie?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated October 3, 2024