# Top Free ETL Tools - Page 5

## How Many ETL Tools Products Does G2 Track?

**Total Products under this Category:** 254

### Category Stats (Aug 2026)

- **Average Rating:** 4.54/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Adeptia (+0.97%) - Among all products in this category, Adeptia recorded the largest rating increase compared to last month

_Last updated: August 05, 2026_

## How Does G2 Rank ETL Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 19,400+ Authentic Reviews
- 254+ 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 ETL Tools
 ![G2 Grid® for ETL Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/etl-tools/grids.png?focus%5B%5D=10470&focus%5B%5D=23331&focus%5B%5D=989&focus%5B%5D=6073&focus%5B%5D=8076&focus%5B%5D=604&focus%5B%5D=23920&focus%5B%5D=1308796)

Highlighted products: Databricks, Celigo, Alteryx, Google Cloud BigQuery, FME Platform, Domo, Fivetran, and IBM watsonx.data.

Underlying data: [Grid® JSON](https://www.g2.com/categories/etl-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=celigo&focus%5B%5D=alteryx&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=fme-platform&focus%5B%5D=domo&focus%5B%5D=fivetran&focus%5B%5D=ibm-watsonx-data)

**Sponsored**

### AWS Glue

AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and application develop-ment. You can discover and connect to 70+ diverse data sources, manage your data in a centralized data catalog, and visually create, run, and monitor ETL pipelines to load data into your data lakes. You can im-mediately search and query catalogued data using Amazon Athena, Amazon EMR, and Amazon Redshift Spectrum.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1181&secure%5Bchosen_at%5D=2026-08-13T01%3A24%3A42Z&secure%5Bdisplayable_resource_id%5D=1181&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1181&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=40849&secure%5Bresource_id%5D=1181&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fetl-tools%2Ffree%3Fcategory_id%3Detl-tools%26locale%3Dit%26page%3D5&secure%5Btoken%5D=d8b6157171071701cc65d87609a946fa7d3a9bcfdcc35acdeb095935ff2e11b6&secure%5Burl%5D=https%3A%2F%2Faws.amazon.com%2Fglue%2F%3Ftrk%3D5f10e0f2-36c8-4421-b616-5578db3fe15e%26sc_channel%3Ddisplay%2Bads&secure%5Burl_type%5D=custom_url)

### [Saras Daton](https://www.g2.com/products/saras-daton/reviews)

Saras Daton is a data integration and pipeline automation platform built specifically for eCommerce businesses. It helps brands centralize data from advertising platforms, marketplaces, storefronts, subscription tools, and customer engagement systems into a single analytics-ready destination. With 200+ pre-built connectors and AI-assisted setup, Daton eliminates the complexity of managing APIs, building custom integrations, and maintaining data pipelines. Teams can automate data ingestion, ensure reliable reporting, and create a trusted foundation for business intelligence, analytics, and decision-making. Key Features 200+ Pre-Built eCommerce Connectors Connect data from leading platforms including Shopify, Amazon Seller Central, Amazon Vendor Central, TikTok Shop, Meta Ads, Google Ads, Amazon Ads, Klaviyo, Recharge, Gorgias, Yotpo, and more. AI-Powered Connector Setup Configure data sources faster with guided setup workflows that help validate settings, reduce errors, and simplify onboarding for non-technical users. Natural Language Query Builder Generate complex queries using plain English. Daton's AI-powered query builder helps teams access advanced data sources without requiring deep SQL expertise. Custom Connector Development Extend Daton's capabilities with a Connector Development Kit (CDK), developer tools, and a marketplace that enables partners and teams to build, publish, and manage custom integrations. Automated Data Syncing Keep data fresh with configurable sync schedules, incremental loading, full refresh options, automatic retries, and ingestion monitoring. Data Reliability & Governance Monitor pipeline health, detect schema changes, and maintain data consistency across all connected sources. Benefits \* Centralize data from multiple eCommerce and marketing platforms \* Reduce engineering effort spent on building and maintaining integrations \* Accelerate reporting and analytics initiatives \* Enable self-service data access for business users \* Improve data accuracy and consistency across teams \* Scale data operations without increasing technical overhead Who Uses Saras Daton? Saras Daton is trusted by eCommerce operators, analytics teams, data engineers, growth marketers, and digital commerce brands looking to streamline data integration and build a reliable analytics foundation. What Makes Saras Daton Different? Unlike generic ETL solutions, Saras Daton is purpose-built for eCommerce. Its extensive connector library, AI-powered setup experience, and seamless integration with the Saras Analytics ecosystem help brands move from fragmented data to actionable insights faster.

**Average Rating:** 4.7/5.0

**Total Reviews:** 37

#### How Do G2 Users Rate Saras Daton?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Automation:** 9.0/10 (Category avg: 9.0/10)
- **Scalability:** 8.3/10 (Category avg: 8.7/10)
- **Auditing:** 8.3/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Saras Daton?

- **Seller:** [Saras Analytics](https://www.g2.com/sellers/saras-analytics)
- **Year Founded:** 2016
- **HQ Location:** Westborough, MA
- **Twitter:** @SarasAnalytics  
22 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1238e281f3abdff0cc8192dc47328fa511da24f86fd3607dcc07e3bc611563b5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsarasanalytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
214 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Consumer Goods
- **Company Size:** 49% Medium, 43% Small

#### What Do G2 Reviewers Say About Saras Daton?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **exceptional customer support** of Daton, providing prompt and knowledgeable assistance that enhances their experience.
- Users find **Saras Daton easy to use** , with a hassle-free setup and streamlined workflows enhancing their experience.
- Users value the **seamless API integration** of Daton, enhancing data management and onboarding with ease and efficiency.
- Users value the **variety of connectors** in Saras Daton, enhancing integration and overall reporting capabilities.
- Users commend the **seamless data integration** of Saras Daton, enhancing efficiency and actionable insights for better decision-making.

##### Cons

- Users note that the **excessive number of dashboards** complicates the experience and detracts from usability.
- Users face **integration issues** due to limited features connecting essential tools, complicating data workflows and efficiency.
- Users experience **data inaccuracy** with Saras Daton, impacting their overall experience and trust in the product.
- Users experience **data inaccuracies** with Saras Daton, impacting the reliability of their analysis and decisions.
- Users face occasional **data inaccuracy** issues with Saras Daton, impacting reliability as they use the data.

#### What Are Recent G2 Reviews of Saras Daton?

**["Essential Tool for Seamless Amazon Data Management"](https://www.g2.com/survey_responses/saras-daton-review-11771290)**

**Rating:** 4.0/5.0 stars

_— Mark S._

[Read full review](https://www.g2.com/survey_responses/saras-daton-review-11771290)

**["Smart, Simple, and Reliable Analytics"](https://www.g2.com/survey_responses/saras-daton-review-11741014)**

**Rating:** 4.5/5.0 stars

_— Emma I._

[Read full review](https://www.g2.com/survey_responses/saras-daton-review-11741014)

#### What Are G2 Users Discussing About Saras Daton?

- [What is Daton used for?](https://www.g2.com/discussions/what-is-daton-used-for)

### [Datacoves](https://www.g2.com/products/datacoves/reviews)

Datacoves is an enterprise DataOps platform with managed dbt Core and Airflow for data transformation and orchestration. We offer VS Code in the browser for dbt development with the ability to include preferred VS Code extensions and Python libraries such as the official Snowflake Extension and Snowpark. You may also optionally use our managed Airbyte and Superset for a full end-to-end solution.

**Average Rating:** 4.8/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate Datacoves?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Automation:** 9.4/10 (Category avg: 9.0/10)
- **Scalability:** 9.3/10 (Category avg: 8.7/10)
- **Auditing:** 9.4/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Datacoves?

- **Seller:** [Datacoves Inc](https://www.g2.com/sellers/datacoves-inc)
- **Year Founded:** 2021
- **HQ Location:** Thousand Oaks, California
- **Twitter:** @datacoves  
475 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0d506e3247033352dea4ac380cfe05a1fd6ac756b6f5cb9a2596c999b5a2aa91&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatacoves%2F&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Large, 26% Medium

#### What Do G2 Reviewers Say About Datacoves?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of Datacoves, praising its straightforward setup and supportive implementation process.
- Users appreciate the **well-thought-out development process** of Datacoves, which enhances productivity and teamwork in data engineering.
- Users value the **seamless integrations** of Datacoves, enhancing collaboration and simplifying complex data workflows effectively.
- Users appreciate the **best-in-breed data engineering tools** of Datacoves, enhancing collaboration and improving data quality effectively.
- Users appreciate the **easy integrations** of Datacoves, streamlining collaboration and improving overall data pipeline efficiency.

##### Cons

- Users feel the **alert overload** can lead to confusion and strain on customer support during service failures.
- Users find the **lack of dashboard integrations** limits their ability to monitor activity and manage resources effectively.
- Users express concerns about **being locked into specific ELT tools** , which may limit flexibility for some.
- Some users feel **locked into their ELT tools** , which may limit flexibility and cause frustration.
- Users note the **difficult learning** curve due to the need for extensive customization with Datacoves.

#### What Are Recent G2 Reviews of Datacoves?

**["Great Developer Experience with Responsive Support"](https://www.g2.com/survey_responses/datacoves-review-12882735)**

**Rating:** 5.0/5.0 stars

_— Anthony L._

[Read full review](https://www.g2.com/survey_responses/datacoves-review-12882735)

**["Datacoves Delivers Stable, Managed Airflow with Seamless dbt + Snowflake Integration"](https://www.g2.com/survey_responses/datacoves-review-13115559)**

**Rating:** 5.0/5.0 stars

_— Alex S._

[Read full review](https://www.g2.com/survey_responses/datacoves-review-13115559)

### [Tray.ai](https://www.g2.com/products/tray-ai/reviews)

Tray.ai offers a composable AI integration and automation platform that transforms AI into standout business performance. The Tray Universal Automation Cloud is an AI-ready platform that eliminates the need for disparate tools, enabling seamless integration and automation of complex business processes. Our platform supports all AI, integration, and automation initiatives from a single place. Developers benefit from a code-first, headless environment, freeing them from mundane tasks and allowing focus on business outcomes. The Tray Build IDE and AI Palette accelerate delivery for business technologists, providing easy access to 3rd party connectors and native AI capabilities. As enterprises strive for competitive advantage, our platform helps IT teams deploy AI effectively, connecting systems, automating processes, and integrating data to handle even the most demanding AI use cases. Built for high-change environments, Tray.ai excels in rapid prototyping, testing, and deployment. The fastest way to turn AI into business performance.™

**Average Rating:** 4.5/5.0

**Total Reviews:** 153

#### How Do G2 Users Rate Tray.ai?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Automation:** 9.5/10 (Category avg: 9.0/10)
- **Scalability:** 8.6/10 (Category avg: 8.7/10)
- **Auditing:** 6.5/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Tray.ai?

- **Seller:** [Tray.io](https://www.g2.com/sellers/tray-io)
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @tray  
3,059 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9aefc40ec358d1c0b78a6822182369674039532a0e32c9f868b4b4fdb5ada91c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2659008%2F&secure%5Burl_type%5D=linkedin_company_website)  
139 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 56% Medium, 34% Small

#### What Do G2 Reviewers Say About Tray.ai?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **easy integrations** of Tray.ai, enabling seamless connections and automation across various platforms.
- Users find Tray.ai to be **exceptionally easy to use** , streamlining setup and workflow automation effortlessly.
- Users value the **automation capabilities** of Tray.ai, enabling efficient processes and easy workflow management without extensive coding.
- Users value the **incredibly helpful support community** of Tray.ai, enhancing their integration and automation experience.
- Users value the **extensive integrations** of Tray.ai, allowing seamless connections with various platforms and APIs.

##### Cons

- Users find the lack of **missing features** in Tray.ai limits its functionality and desired capabilities significantly.
- Users find Tray.ai's **complex pricing** and evolving structure challenging for budgeting and planning effectively.
- Users find the **expensive pricing model** of Tray.ai complicated and difficult for budget planning over time.
- Users face a significant **learning curve** while trying to navigate the complexities of Tray.ai's functionalities.
- Users find the **complexity** of Tray.ai challenging for newcomers, especially with intricate lead routing rules.

#### What Are Recent G2 Reviews of Tray.ai?

**["Easy-to-Identify Logs and Audit Trails"](https://www.g2.com/survey_responses/tray-ai-review-12530158)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/tray-ai-review-12530158)

**["An Integration tool"](https://www.g2.com/survey_responses/tray-ai-review-11278803)**

**Rating:** 5.0/5.0 stars

_— Omji P._

[Read full review](https://www.g2.com/survey_responses/tray-ai-review-11278803)

#### What Are G2 Users Discussing About Tray.ai?

- [What is Tray.io used for?](https://www.g2.com/discussions/what-is-tray-io-used-for) - 1 comment
- [What does Tray.io do?](https://www.g2.com/discussions/what-does-tray-io-do)
- [Who owns tray io?](https://www.g2.com/discussions/who-owns-tray-io)
- [How much does tray IO cost?](https://www.g2.com/discussions/how-much-does-tray-io-cost)
- [What is Tray io?](https://www.g2.com/discussions/what-is-tray-io) - 1 comment

### [Flowgear](https://www.g2.com/products/flowgear/reviews)

Flowgear is an Integration Development Environment that enables teams to build, run, and govern business integrations across cloud, hybrid, and on-premises systems. Acting as a durable integration layer, Flowgear governs how AI securely interacts with business systems through scoped tools, approved connections, comprehensive logging, diagnostics, and controlled execution, helping organizations accelerate automation while maintaining visibility, security, and governance.

**Average Rating:** 4.5/5.0

**Total Reviews:** 130

#### How Do G2 Users Rate Flowgear?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Automation:** 8.7/10 (Category avg: 9.0/10)
- **Scalability:** 8.6/10 (Category avg: 8.7/10)
- **Auditing:** 7.2/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Flowgear?

- **Seller:** [Flowgear](https://www.g2.com/sellers/flowgear)
- **Year Founded:** 2007
- **HQ Location:** Johannesburg, Gauteng
- **Twitter:** @flowgear  
369 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e578bc189f2afdc6102eebe6fec031a7d0ee105021cec1284c6b4267dea0c228&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fflowgear%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®
- **Phone:** US: 1-800-940-0054 UK: 0-800-098-8164 South Africa: 0861-61-3569

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 50% Small, 40% Medium

#### What Do G2 Reviewers Say About Flowgear?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **easy integrations** offered by Flowgear, enhancing workflow efficiency and system connectivity effortlessly.
- Users value the **automation capabilities** of Flowgear, appreciating its ease of use and robust integration features.
- Users value the **extensive connectivity options** of Flowgear, enabling quick and efficient system integrations with ease.
- Users value the **wide range of connectors** in Flowgear, making integration quick and efficient without coding hassles.
- Users find Flowgear's **ease of use** remarkable, facilitating smooth integration building with minimal coding knowledge required.

##### Cons

- Users note a significant **learning difficulty** due to limited training resources, impacting efficiency and progression.
- Users find the **poor documentation** challenging and suggest improvements for a better learning experience with Flowgear.
- Users find that the **difficult learning** process is hindered by limited training and documentation, affecting user experience.
- Users find the **learning curve challenging** due to limited training materials and unclear documentation for new users.
- Users find Flowgear's **limited functionality** in the trial version restricts access to advanced features and integrations.

#### What Are Recent G2 Reviews of Flowgear?

**["Intuitive Drag-and-Drop Integrations with Cost-Effective Salesforce Connectors"](https://www.g2.com/survey_responses/flowgear-review-12699714)**

**Rating:** 4.5/5.0 stars

_— Bayethe N._

[Read full review](https://www.g2.com/survey_responses/flowgear-review-12699714)

**["Reduces Coding Hassle and Makes API Tasks Easy"](https://www.g2.com/survey_responses/flowgear-review-12500953)**

**Rating:** 4.5/5.0 stars

_— Kgabo B._

[Read full review](https://www.g2.com/survey_responses/flowgear-review-12500953)

#### What Are G2 Users Discussing About Flowgear?

- [What is your primary use case for Flowgear, and how has it impacted your integration processes?](https://www.g2.com/discussions/what-is-your-primary-use-case-for-flowgear-and-how-has-it-impacted-your-integration-processes)
- [What is Flowgear used for?](https://www.g2.com/discussions/what-is-flowgear-used-for)

### [Omniscope Evo](https://www.g2.com/products/omniscope-evo/reviews)

Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, blend, transform and explore it, extract insights through ML algorithms, then produce interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one self-service BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation. 🧽 Data Prep, ETL: build workflows to load, stream, blend and transform any data. 🔍 Analytics: leverage machine learning, extract insights and perform visual exploration. 📊 Visualisation: design interactive reports, publish and share your results. 📜 Extensible: augment data pipelines with your Python / R scripts, enhance reports with any JS based visualisation. 🚀 Scalable: big data preparation and live query dashboards on SQL databases. 🤝 Collaboration: multi-user synchronised edits on workflows and dashboards. 🤖 Automation API: schedule parameterised data refresh & report updates, trigger tasks, alerts, edit & query data. 💐 Universal: a fresh and smart experience on any device: Windows, Mac, Linux, Android, iOS. 🏢 Deployment: on-premises or on your cloud. Built-in user permissions / OIDC / SSO 🎨 White-label: host branded data solutions and embedded analytics

**Average Rating:** 4.7/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Omniscope Evo?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Automation:** 8.8/10 (Category avg: 9.0/10)
- **Scalability:** 8.7/10 (Category avg: 8.7/10)
- **Auditing:** 7.5/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Omniscope Evo?

- **Seller:** [Visokio](https://www.g2.com/sellers/visokio)
- **Year Founded:** 2002
- **HQ Location:** London, GB
- **Twitter:** @Visokio  
255 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2e6a8d195f9f9a56d4b034ccd0b99bc53eab2931484df97375344d4759d9ac2d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F658108&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 65% Small, 17% Medium

#### What Are Recent G2 Reviews of Omniscope Evo?

**["Strong ETL building tool with good dashboarding capabilities"](https://www.g2.com/survey_responses/omniscope-evo-review-9711987)**

**Rating:** 5.0/5.0 stars

_— Kay F._

[Read full review](https://www.g2.com/survey_responses/omniscope-evo-review-9711987)

**["The best ETL + Dataviz on the market right now"](https://www.g2.com/survey_responses/omniscope-evo-review-4780627)**

**Rating:** 5.0/5.0 stars

_— Alex O._

[Read full review](https://www.g2.com/survey_responses/omniscope-evo-review-4780627)

#### What Are G2 Users Discussing About Omniscope Evo?

- [What is Omniscope Evo used for?](https://www.g2.com/discussions/what-is-omniscope-evo-used-for) - 1 comment

### [DataChannel](https://www.g2.com/products/datachannel/reviews)

DataChannel is a unified no-code ETL & Reverse ETL platform with 120+ pre-built integrations that allow you to easily move data to and from any data source into a data warehouse of your choice within minutes. You can easily control what data you need to load and at what frequency meanwhile also retaining complete control over it. Enjoy complete freedom in choosing where your data resides and run downstream analytics on it all within your infrastructure. Aggregate & operationalize your data coming in from various source systems to derive actionable insights using DataChannel's transformation module. - 120+ pre-built integrations to SaaS applications, E-Commerce platforms & marketplaces, relational databases, cloud storages etc - A comprehensive platform for ETL, dbt Core & SQL transformations & Reverse ETL - Schedule and control your data pipelines without writing any code or scripts Build unique workspaces to manage multiple client accounts with role-based accessibility - Orchestrate end-to-end workflows using DataChannel’s drag-and-drop, intuitive interface.

**Average Rating:** 4.8/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate DataChannel?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Automation:** 9.1/10 (Category avg: 9.0/10)
- **Scalability:** 8.8/10 (Category avg: 8.7/10)
- **Auditing:** 8.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind DataChannel?

- **Seller:** [DataChannel Technologies Pvt Ltd](https://www.g2.com/sellers/datachannel-technologies-pvt-ltd)
- **Year Founded:** 2020
- **HQ Location:** Gurgaon, IN
- **Twitter:** @MyDataChannel  
51 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2ba62f0094a131aad33015a24353d069eb35a037d3234db38587c5be9362a0a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmydatachannel&secure%5Burl_type%5D=linkedin_company_website)  
24 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Information Technology and Services
- **Company Size:** 69% Medium, 22% Small

#### What Do G2 Reviewers Say About DataChannel?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **comprehensive data management capabilities** of DataChannel, seamlessly addressing diverse data needs and integrations.
- Users find that **DataChannel's analytics capabilities** significantly enhance data organization and decision-making efficiency.
- Users appreciate the **automation capabilities** of DataChannel, enhancing data organization and streamlining analytics for faster decision-making.
- Users praise the **ease of use and compatibility** with Shopify and other connectors, alongside excellent customer support.
- Users value the **data integration capabilities** of DataChannel, efficiently consolidating data sources and enhancing analytics.

##### Cons

- Users desire improved **error visibility** to better understand and resolve pipeline issues effectively.
- Users desire greater clarity and **insufficient information** about error causes in the DataChannel pipeline.
- Users experienced some **performance issues** during transformation runs, though these were eventually resolved over time.
- Users experienced **slow performance** during some transformation runs, although the issue improved over time.

#### What Are Recent G2 Reviews of DataChannel?

**["We are now able to focus on KPIs, and high-value tasks"](https://www.g2.com/survey_responses/datachannel-review-10462699)**

**Rating:** 5.0/5.0 stars

_— Isha B._

[Read full review](https://www.g2.com/survey_responses/datachannel-review-10462699)

**["Great product, excellent support !"](https://www.g2.com/survey_responses/datachannel-review-10468280)**

**Rating:** 5.0/5.0 stars

_— Akash S._

[Read full review](https://www.g2.com/survey_responses/datachannel-review-10468280)

#### What Are G2 Users Discussing About DataChannel?

- [What is DataChannel used for?](https://www.g2.com/discussions/what-is-datachannel-used-for)

### [TapClicks](https://www.g2.com/products/tapclicks/reviews)

TapClicks is a comprehensive marketing operations platform designed to streamline and automate various manual tasks associated with marketing management, such as data integration and reporting. This solution allows users to focus on high-impact activities, including campaign optimization and enhancing customer satisfaction. By offering a suite of tools that encompass reporting, analytics, insights, campaign order management, and marketing workflow tracking, TapClicks empowers organizations to make informed decisions based on real-time data. The platform is particularly beneficial for marketing agencies and organizations that manage multiple clients. TapClicks provides a unified dashboard through its flagship product, TapAnalytics, which consolidates marketing campaign data and performance metrics. This feature enables users to easily manage thousands of clients from a single interface, offering both high-level agency views and customizable client-specific views. Such transparency is essential for maintaining strong client relationships and ensuring that clients are informed about their campaign performance. One of the standout features of TapAnalytics is its ability to deliver real-time analytics and scoring across all campaigns. Utilizing sophisticated algorithms, the platform optimizes campaign performance and uncovers actionable insights that can drive better results. Additionally, the data visualization capabilities of TapClicks bring data to life through interactive timelines, pie charts, geo-mapping, and text widgets, making it easier for users to interpret and present their findings. TapClicks also prioritizes efficiency with its auto-scheduled reporting feature, allowing users to send automated reports in various formats, including HTML, PDF, and Excel. This functionality saves time and ensures that stakeholders receive timely updates without the need for manual intervention. Furthermore, the platform supports over 200 integrations tailored to the needs of agencies of all sizes, enhancing its versatility and making it a valuable tool for marketing professionals. In summary, TapClicks is designed to optimize marketing operations by automating routine tasks and providing a holistic view of marketing activities. With its user-friendly interface, robust analytics capabilities, and extensive integration options, TapClicks stands out as a powerful solution for organizations looking to enhance their marketing efforts and drive meaningful results.

**Average Rating:** 4.3/5.0

**Total Reviews:** 316

#### How Do G2 Users Rate TapClicks?

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

#### Who Is the Company Behind TapClicks?

- **Seller:** [TapClicks](https://www.g2.com/sellers/tapclicks)
- **Company Website:** www.TapClicks.com
- **Year Founded:** 2015
- **HQ Location:** San Jose, CA
- **Twitter:** @TapClicks  
773 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ec8c8f2591bb9933a546449846953b84f15ae4d42553fae2d0bc46a31ccc8751&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2810260%2F&secure%5Burl_type%5D=linkedin_company_website)  
140 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Account Manager, Digital Marketing Manager
- **Top Industries:** Marketing and Advertising, Broadcast Media
- **Company Size:** 62% Small, 30% Medium

#### What Do G2 Reviewers Say About TapClicks?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of TapClicks, effectively consolidating marketing data and enhancing reporting capabilities.
- Users value the **deep insights and automation** of TapClicks, enhancing efficiency and decision-making in marketing operations.
- Users benefit from **automation** in TapClicks, significantly enhancing efficiency and facilitating strategic marketing decisions.
- Users appreciate the **comprehensive data integration** of TapClicks, streamlining marketing operations and enhancing decision-making.
- Users value the **streamlined data management** of TapClicks, enhancing insights and saving time for strategic focus.

##### Cons

- Users report **data connection issues** that lead to discrepancies, and customer service responses are often inadequate.
- Users often encounter **data inconsistency issues** , experiencing discrepancies that hinder effective data collection and support.
- Users find the **data management issues** in TapClicks frustrating, especially with initial setup and data syncing difficulties.
- Users find the **difficult setup** of TapClicks to be overwhelming, impacting their initial experience with the platform.
- Users note a **lack of information** from TapClicks, particularly regarding data connections and customer service responses.

#### What Are Recent G2 Reviews of TapClicks?

**["Exceptionally Useful and Incredibly Easy to Use"](https://www.g2.com/survey_responses/tapclicks-review-12113045)**

**Rating:** 4.5/5.0 stars

_— Verified User in Publishing_

[Read full review](https://www.g2.com/survey_responses/tapclicks-review-12113045)

**["Great Client Dashboards with Flexible Metrics"](https://www.g2.com/survey_responses/tapclicks-review-12676293)**

**Rating:** 5.0/5.0 stars

_— Juli L._

[Read full review](https://www.g2.com/survey_responses/tapclicks-review-12676293)

#### What Are G2 Users Discussing About TapClicks?

- [What is TapClicks used for?](https://www.g2.com/discussions/what-is-tapclicks-used-for) - 1 comment

### [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)?

- **Has the product been a good partner in doing business?:** 7.6/10 (Category avg: 9.1/10)
- **Automation:** 8.3/10 (Category avg: 9.0/10)
- **Scalability:** 7.2/10 (Category avg: 8.7/10)
- **Auditing:** 7.5/10 (Category avg: 8.1/10)

#### 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  
2,255 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1cf9dc3c430d3f81b53273d8e1958f34a9d05c68f0621195ee98e429abe6510c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F33267%2F&secure%5Burl_type%5D=linkedin_company_website)  
172 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 48% Medium, 32% Small

#### What Are Recent G2 Reviews of Astera Data Pipeline Builder (Centerprise)?

**["Great experience working with Astera ETL tool and support team"](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8938856)**

**Rating:** 4.5/5.0 stars

_— Verified User in Broadcast Media_

[Read full review](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8938856)

**["Astera Centerprise Data Integrator Review"](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8851040)**

**Rating:** 4.0/5.0 stars

_— Rahul S._

[Read full review](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8851040)

### [Windsor.ai](https://www.g2.com/products/windsor-ai/reviews)

Founded in Switzerland in 2017, Windsor.ai is a leading data integration platform trusted by over 450,000 data professionals and global enterprises. We provide a secure, transparent, and automated data foundation that connects 350+ marketing and sales platforms to your preferred reporting tools, data warehouses, and AI, all from one place. While other tools offer individual native connectors (one fragment of your stack), Windsor.ai connects all 350+ sources, eliminating data silos and delivering normalized data into Power BI, Data Studio, Google Sheets, Snowflake, Tableau, BigQuery, Claude, ChatGPT, Copilot, Perplexity, and more. That's 'Swiss-engineered' precision: full SQL transparency, cross-channel analysis, and enterprise-grade security. Why Global Leaders Choose Windsor.ai: Windsor.ai is the trusted data backbone for the world’s most regulated and demanding industries. Our platform is engineered to meet the strict compliance and scalability needs of financial institutions, automotive manufacturers, consumer goods and retail companies, global media agency networks, pharmaceutical and energy providers, and non-profit organizations. Industry leaders who trust Windsor.ai: Financial Services & Insurance: UBS, AXA, BAC (Bank of America). Automotive & Manufacturing: Porsche AG, Whirlpool Corporation, Volvo. Consumer Goods & Retail: Unilever, Colgate-Palmolive, ASICS, The HEINEKEN Company, Cotton On Group. Media & Agency Networks: WPP, Omnicom Media Group, Publicis, Dentsu, Interpublic Group (IPG), PBS. Pharma, Energy & Utilities: Novo Nordisk, NextEra Energy. Non-Profit & Education: WWF, Syracuse University. Our Key Capabilities Include: Broadest Connectivity: Native connectors for 350+ sources, including Meta Ads, Google Ads, GA4, HubSpot, Salesforce, LinkedIn Ads, TikTok, Shopify, and Amazon; more than 2x the industry standard. Visualization Ready: Seamlessly integrates with Data Studio, Power BI, and Tableau for instant, automated dashboards. Data Warehouse Native: Stream large-scale data to Google BigQuery, Snowflake, Azure SQL, and Databricks with zero maintenance. Transparent Pricing: All 350+ connectors are included in every plan. No hidden fees for "premium" data sources. The AI & Data Science Edge: All your data, all your tools, visualized and streamed to whatever destination you use. Windsor.ai is built for the future of data connectivity. Our platform provides the granular, high-fidelity schemas required to power AI Assistants and advanced data science models. AI-Ready Data: Automates data normalization for Retrieval-Augmented Generation (RAG). Native MCP Integration: Windsor.ai is natively listed in the Claude connector directory and the ChatGPT app store. One click to connect. Your live business data flows directly into Claude, ChatGPT, Perplexity, Copilot, and Antigravity ready to analyze, answer questions, and act within the same AI chat.

**Average Rating:** 4.4/5.0

**Total Reviews:** 86

#### How Do G2 Users Rate Windsor.ai?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Automation:** 5.0/10 (Category avg: 9.0/10)
- **Scalability:** 2.5/10 (Category avg: 8.7/10)
- **Auditing:** 1.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Windsor.ai?

- **Seller:** [Windsor.ai](https://www.g2.com/sellers/windsor-ai)
- **Year Founded:** 2017
- **HQ Location:** Zürich, CH
- **Twitter:** @windsor\_ai  
217 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f10f56d6eb1f4d670ca97daaec4b3650a3085c43396e31ca08dc674c85ea21ee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11103290%2F&secure%5Burl_type%5D=linkedin_company_website)  
21 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CEO
- **Top Industries:** Marketing and Advertising, Education Management
- **Company Size:** 55% Small, 31% Medium

#### What Do G2 Reviewers Say About Windsor.ai?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Windsor.ai, facilitating quick setup and seamless integration of data sources.
- Users appreciate the **extensive integrations** of Windsor.ai, enabling seamless data connections across multiple platforms for efficiency.
- Users praise Windsor.ai's **outstanding customer support** , noting attentiveness, quick responses, and helpful assistance when needed.
- Users appreciate the **outstanding support** from Windsor.ai, noting the quick responsiveness and effective problem resolution.
- Users value the **easy integrations** of Windsor.ai, enabling seamless connections with various marketing platforms for efficient data analysis.

##### Cons

- Users report **missing features** like KPIs, better documentation, and connection saving, hindering a smooth experience.
- Users face **connector issues** that hinder data ingestion and freshness, affecting overall performance and usability.
- Users note a **significant learning curve** during initial setup, especially for specific use cases and data connections.
- Users report **API limitations** that hinder data freshness and complicate initial implementation, affecting overall user experience.
- Users find a **difficult learning curve** when first configuring Windsor.ai, especially with data connectors and APIs.

#### What Are Recent G2 Reviews of Windsor.ai?

**["A powerful solution for marketing data integration and reporting"](https://www.g2.com/survey_responses/windsor-ai-review-12274031)**

**Rating:** 5.0/5.0 stars

_— Cristian C._

[Read full review](https://www.g2.com/survey_responses/windsor-ai-review-12274031)

**["Time-Saving Integration with Seamless Setup"](https://www.g2.com/survey_responses/windsor-ai-review-13217799)**

**Rating:** 5.0/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/windsor-ai-review-13217799)

#### What Are G2 Users Discussing About Windsor.ai?

- [What is Windsor.ai used for?](https://www.g2.com/discussions/what-is-windsor-ai-used-for) - 1 comment

### [WhereScape RED](https://www.g2.com/products/wherescape-red/reviews)

WhereScape RED is an end-to-end data automation platform that helps teams build, deploy and operate data warehouses faster. It connects diverse data sources, generates platform native code and automates orchestration, documentation and lineage; reducing the need for manual development. By standardising repeatable processes, WhereScape RED helps organizations deliver reliable data infrastructure more quickly, adapt to change and reduce development effort.

**Average Rating:** 3.9/5.0

**Total Reviews:** 35

#### How Do G2 Users Rate WhereScape RED?

- **Has the product been a good partner in doing business?:** 7.2/10 (Category avg: 9.1/10)
- **Automation:** 8.5/10 (Category avg: 9.0/10)
- **Scalability:** 7.5/10 (Category avg: 8.7/10)
- **Auditing:** 7.8/10 (Category avg: 8.1/10)

#### Who Is the Company Behind WhereScape RED?

- **Seller:** [WhereScape Software](https://www.g2.com/sellers/wherescape-software)
- **Year Founded:** 2001
- **HQ Location:** Houston, Texas
- **Twitter:** @wherescape  
2,816 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=52dbd6568d62f767bbc81f789b8321a5c75620e0fdddc1a25f02f8cae1bbfecb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwherescape%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
44 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Hospital & Health Care
- **Company Size:** 52% Large, 38% Medium

#### What Do G2 Reviewers Say About WhereScape RED?

_AI-generated summary from verified user reviews_

##### Cons

- Users find **poor documentation** of WhereScape RED challenging, making it difficult to fully understand the product's features.

#### What Are Recent G2 Reviews of WhereScape RED?

**["Excellent Data Automation Tool"](https://www.g2.com/survey_responses/wherescape-red-review-9534316)**

**Rating:** 5.0/5.0 stars

_— Michael L._

[Read full review](https://www.g2.com/survey_responses/wherescape-red-review-9534316)

**["Powerful template driven code generator"](https://www.g2.com/survey_responses/wherescape-red-review-9339277)**

**Rating:** 4.0/5.0 stars

_— Luqman Kajee H._

[Read full review](https://www.g2.com/survey_responses/wherescape-red-review-9339277)

### [Altova MapForce](https://www.g2.com/products/altova-mapforce/reviews)

Altova MapForce is an any-to-any data conversion and ETL tool for graphically defining and executing transformations for all popular data formats. Altova MapForce supports converting and transformation between any combination of XML, JSON, relational database, NoSQL database, EDI, text, Excel, XBRL, Google Protobuf, and Web services data. These powerful data mapping and integration tools convert your data instantly and provide multiple options to automate recurrent transformations. MapForce is a powerful, highly affordable data conversion and ETL tool for firms of all sizes.

**Average Rating:** 4.5/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate Altova MapForce?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Automation:** 8.3/10 (Category avg: 9.0/10)
- **Scalability:** 7.5/10 (Category avg: 8.7/10)
- **Auditing:** 7.5/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Altova MapForce?

- **Seller:** [Altova](https://www.g2.com/sellers/altova)
- **Year Founded:** 1992
- **HQ Location:** Beverly, MA
- **Twitter:** @altova  
569 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c10665002e8433ec769fe379fe077ac22cccb96d1a1160a78b503521e7ec2a37&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faltova&secure%5Burl_type%5D=linkedin_company_website)  
42 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 43% Large, 39% Small

#### What Are Recent G2 Reviews of Altova MapForce?

**["Increased productivity and high performance."](https://www.g2.com/survey_responses/altova-mapforce-review-7340686)**

**Rating:** 4.0/5.0 stars

_— Juana W._

[Read full review](https://www.g2.com/survey_responses/altova-mapforce-review-7340686)

**["Finest EDI mapping"](https://www.g2.com/survey_responses/altova-mapforce-review-4265643)**

**Rating:** 5.0/5.0 stars

_— Krishna C._

[Read full review](https://www.g2.com/survey_responses/altova-mapforce-review-4265643)

### [Prophecy](https://www.g2.com/products/prophecy-prophecy/reviews)

Prophecy is the agentic data prep and analysis platform that introduces a new data lifecycle—generate, refine, deploy—where AI agents and data teams collaborate through visual, code, and document interfaces to accelerate work and deliver trusted pipelines to production. Leading enterprises rely on Prophecy to power their most demanding data workloads. - Generate a first draft in minutes: Prophecy’s AI agents, built on specialized Claude Code, are experts at generating workflows for your data, accelerating tasks like data transformation and automating others like documentation. - Refine with ease and speed: Our visual analytics workflows (or code, document formats) enable users to quickly understand the AI generated output, and to refine them to 100% complete. Deploy robustly: We provide robust deployment to production built on software best practices. The deployed workflows run at scale, with governance, on your cloud data platform. What are the key features of Prophecy? - Market Leading Data Agents: Specialized Claude Code based AI agents that understand your data and apply data specific skills to generate the best results. - Visual Inspect & Refine: AI generates results as visual data workflows, so business users can quickly inspect the logic, refine it to match their intent, and validate the final output. - Integrated Data Execution: You schedule and monitor workflows. Each reads/writes data using built-in high-performance connectors, and run transforms in Prophecy or your SQL or Spark platforms. - Complete Data Lifecycle: The visual workflows can be deployed to production as high-performance code that runs at scale with governance on Databricks, Snowflake or BigQuery that can be shared. Prophecy finds application across industries such as finance, healthcare, and retail, where data-driven decisions are crucial. Analysts become more productive, and business users now self-serve. Learn more at https://www.prophecy.ai/

**Average Rating:** 4.6/5.0

**Total Reviews:** 31

#### How Do G2 Users Rate Prophecy?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Automation:** 9.3/10 (Category avg: 9.0/10)
- **Scalability:** 9.8/10 (Category avg: 8.7/10)
- **Auditing:** 8.6/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Prophecy?

- **Seller:** [Prophecy](https://www.g2.com/sellers/prophecy)
- **Year Founded:** 2017
- **HQ Location:** Palo Alto, CA
- **Twitter:** @Prophecy\_io  
370 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3d3469dbf2edc92e25f42d919acf71a815097bf673e35df446d43135830410f1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprophecy-io%2F&secure%5Burl_type%5D=linkedin_company_website)  
173 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Senior Data Engineer
- **Top Industries:** Financial Services, Insurance
- **Company Size:** 68% Large, 19% Medium

#### What Do G2 Reviewers Say About Prophecy?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of Prophecy, with its elegant UI and low-code capabilities for ETL pipelines.
- Users value the **high-quality generated Spark code** from Prophecy, enhancing productivity and simplifying data pipeline design.
- Users commend Prophecy for its **exceptional customer support** , noting responsive, knowledgeable assistance that enhances their experience.
- Users value Prophecy's **robust features and integrations** that streamline data pipeline management and enhance productivity.
- Users value the **automation capabilities** of Prophecy, enabling efficient pipeline design and management with minimal effort.

##### Cons

- Users note **feature limitations** due to missing gems and slower interface, impacting their overall experience.
- Users experience a challenging **learning curve** with Prophecy, as proficiency takes time despite its user-friendly design.
- Users find Prophecy lacking in **missing features** , struggling with outdated tools and limited data source support.
- Users find the **steep learning curve** of Prophecy challenging, requiring time to master effective usage and best practices.
- Users find the **difficulty in understanding syntax** and pipeline logs can complicate the use of Prophecy.

#### What Are Recent G2 Reviews of Prophecy?

**["Prophecy and Samsara Together"](https://www.g2.com/survey_responses/prophecy-review-11097313)**

**Rating:** 4.0/5.0 stars

_— Robert K._

[Read full review](https://www.g2.com/survey_responses/prophecy-review-11097313)

**["Modern Code-First Spark Pipelines with a Clean Visual Interface"](https://www.g2.com/survey_responses/prophecy-review-12836664)**

**Rating:** 4.0/5.0 stars

_— Paridhi M._

[Read full review](https://www.g2.com/survey_responses/prophecy-review-12836664)

### [Lytics](https://www.g2.com/products/lytics/reviews)

Lytics is a premier customer data platform for Google Cloud customers and 100% Google Cloud-native CDP. Lytics CDP offers a composable and modern architecture that fits with and accelerates your cloud data strategy. Integrated with existing cloud data warehouses, Lytics helps companies build a unified first-party data foundation, resolving identities to construct and maintain comprehensive profiles that are compliant, extensible, and accessible. Lytics connects to a robust ecosystem for third-party enrichment and activation using reverse ETL, generative AI, and the most comprehensive set of real-time connections into DSPs and action systems in the industry. Lytics unique approach enables brands to work without silos from a reliable source of truth, reimagining how they leverage their own customer data to increase customer engagement and boost ROI, empowering business users with the insights and tools they need to drive action while enabling compliance with global consumer data residency and privacy regulations.

**Average Rating:** 3.9/5.0

**Total Reviews:** 67

#### How Do G2 Users Rate Lytics?

- **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Lytics?

- **Seller:** [Lytics](https://www.g2.com/sellers/lytics)
- **Year Founded:** 2012
- **HQ Location:** Portland, OR
- **Twitter:** @lytics  
1,268 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfca0bcb2561cee926a8c6cfb0cbe68cc5104a03897fde611bcfe39082bbeeda&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2752977%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Publishing, Marketing and Advertising
- **Company Size:** 57% Medium, 27% Large

#### What Do G2 Reviewers Say About Lytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users value Lytics for its **effective audience activation** , enhancing retargeting and segmentation for better targeting outcomes.
- Users value Lytics for its **excellent data management capabilities** , enhancing retargeting and segmentation for effective targeting.
- Users value the **effective segmentation capabilities** of Lytics, enhancing their targeting and retargeting efforts significantly.
- Users value the **flexibility** of Lytics for effective retargeting and segmentation, enhancing their targeting strategies.
- Users value the **journey creation capabilities** of Lytics, enhancing retargeting and segmentation for improved targeting.

#### What Are Recent G2 Reviews of Lytics?

**["Simple, Powerful UI with Seamless CDP Integrations"](https://www.g2.com/survey_responses/lytics-review-12639410)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/lytics-review-12639410)

**["Game-Changer Platform for Marketers"](https://www.g2.com/survey_responses/lytics-review-8360493)**

**Rating:** 5.0/5.0 stars

_— Babita C._

[Read full review](https://www.g2.com/survey_responses/lytics-review-8360493)

#### What Are G2 Users Discussing About Lytics?

- [What is ActionIQ?](https://www.g2.com/discussions/what-is-actioniq)
- [What is lytics io?](https://www.g2.com/discussions/what-is-lytics-io)
- [What does Simon data do?](https://www.g2.com/discussions/what-does-simon-data-do)
- [What is lytics used for?](https://www.g2.com/discussions/what-is-lytics-used-for)

### [daasity](https://www.g2.com/products/daasity/reviews)

Daasity enables omnichannel consumer brands to be data-driven. Built by analysts and engineers, the Daasity platform supports the varied data architecture, analytics, and reporting needs of consumer brands selling via eCommerce, Amazon, retail, and wholesale. Using Daasity, teams across the organization get a centralized and normalized view of all their data, regardless of the tools in their tech stack and how their future data needs may change. For more information about Daasity, our 60+ integrations, and how the platform drives more profitable growth for 1600+ brands, visit us at Daasity.com.

**Average Rating:** 4.7/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate daasity?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Automation:** 9.2/10 (Category avg: 9.0/10)
- **Scalability:** 9.2/10 (Category avg: 8.7/10)
- **Auditing:** 8.3/10 (Category avg: 8.1/10)

#### Who Is the Company Behind daasity?

- **Seller:** [daasity](https://www.g2.com/sellers/daasity)
- **Year Founded:** 2017
- **HQ Location:** San Diego, US
- **Twitter:** @Daasity  
186 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6d9c8e6b73fd52059745f05b481f1ca81b93b6357939a2abae00d4e3556a87db&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18214289&secure%5Burl_type%5D=linkedin_company_website)  
36 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Consumer Goods
- **Company Size:** 47% Medium, 47% Small

#### What Do G2 Reviewers Say About daasity?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **comprehensive integrations** and dashboard templates that simplify data visualization for everyone.
- Users find the **customer support** helpful with integrations and visualizations, enhancing their overall experience with Daasity.
- Users find the **data visualization tools** intuitive, benefiting from templates and seamless integrations for insights.
- Users appreciate the **helpful documentation** of Daasity, facilitating easy integration and visualization for non-experts.
- Users find Daasity's platform **easy to use** , especially with its integration and ready-to-use dashboard templates.

##### Cons

- Users find the **dashboard issues** challenging due to a steep learning curve and coding-intensive data modeling.
- Users find the **steep learning curve** of Daasity challenging, especially for prototyping and interactive dashboards.
- Users find the **steep learning curve** of Daasity challenging, especially for data modeling and interactive dashboard creation.
- Users find that the **steep learning curve** and coding-intensive data modeling complicate their experience with Daasity.
- Users find the **steep learning curve and coding-intensive data modeling** of Daasity challenging for quick prototyping.

#### What Are Recent G2 Reviews of daasity?

**["Flexible Data Platform That Scales With Your Business Needs"](https://www.g2.com/survey_responses/daasity-review-12583904)**

**Rating:** 5.0/5.0 stars

_— Hannah D._

[Read full review](https://www.g2.com/survey_responses/daasity-review-12583904)

**["Flexible Data Aggregation with Steep Learning Curve"](https://www.g2.com/survey_responses/daasity-review-12608347)**

**Rating:** 4.5/5.0 stars

_— Oren R._

[Read full review](https://www.g2.com/survey_responses/daasity-review-12608347)

### [Y42](https://www.g2.com/products/y42-y42/reviews)

Y42’s Turnkey Data Orchestration Platform with embedded Observability gives data practitioners a unified space to reliably build, monitor, and maintain the flow of data to power their business analytics and AI applications. Y42 provides native integration of best-of-breed open-source data tools, comprehensive data governance, and better collaboration for data teams. With Y42, organizations enjoy increased accessibility to data and can make data-driven decisions reliably and efficiently.

**Average Rating:** 4.9/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Y42?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Y42?

- **Seller:** [Y42](https://www.g2.com/sellers/y42-f0288f79-5826-460d-ba84-59d0f8b2f3b3)
- **Year Founded:** 2020
- **HQ Location:** Berlin, DE
- **Twitter:** @y42dotcom  
276 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0c494512505df3c9044017841c104e470de1e8442f1673ef96057c4ddc7958cd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F64543299&secure%5Burl_type%5D=linkedin_company_website)  
21 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 52% Small, 38% Medium

#### What Are Recent G2 Reviews of Y42?

**["Great integrated cloud platform with smooth workflows to build and run data pipelines"](https://www.g2.com/survey_responses/y42-review-8532682)**

**Rating:** 5.0/5.0 stars

_— Max P._

[Read full review](https://www.g2.com/survey_responses/y42-review-8532682)

**["dbt on steroids"](https://www.g2.com/survey_responses/y42-review-8967021)**

**Rating:** 5.0/5.0 stars

_— Pierre Z._

[Read full review](https://www.g2.com/survey_responses/y42-review-8967021)

#### What Are G2 Users Discussing About Y42?

- [What is Y42 used for?](https://www.g2.com/discussions/what-is-y42-used-for)

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