# Top Free ETL Tools - Page 4

## 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**

### Insight Assurance

Insight Assurance is a global cybersecurity and compliance firm that supports organizations across industries in navigating complex regulatory frameworks with clarity and confidence. Our team brings extensive experience from top public accounting firms—including Big 4 backgrounds—to deliver high-quality audit and advisory services aligned with SOC 2, ISO 27001, PCI DSS, HITRUST, and other industry standards. We serve startups, large enterprises, and public sector entities with a flexible, collaborative approach that emphasizes risk awareness, operational integrity, and long-term resilience. As an independent third-party, we are committed to helping organizations meet their compliance responsibilities without compromising on quality or trust. Delivering Quality, Assuring Trust.

[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=2026-08-13T00%3A44%3A35Z&secure%5Bdisplayable_resource_id%5D=1003374&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=1317354&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1317354&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%3D4&secure%5Btoken%5D=c381bab381dc7ca8c0c746842d15736b612db87244eb49d4d44fcf9b3df1a39c&secure%5Burl%5D=https%3A%2F%2Fhubs.ly%2FQ04783qb0&secure%5Burl_type%5D=custom_url)

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

Frends is a European low-code integration platform as a service (iPaaS) that enables organizations to connect applications, automate workflows, and manage APIs across cloud and on-premises environments. Designed for both developers and business technologists, Frends helps streamline system communication, reduce integration complexity, and support real-time operations. The platform supports a wide range of use cases including ERP modernization, cloud migration, business process automation, and data synchronization between legacy and modern systems. With a graphical interface based on BPMN 2.0 and built-in AI capabilities, Frends makes it easier to build, monitor, and manage integration processes without heavy reliance on custom code. Frends is built on Microsoft .NET and integrates natively with a wide range of systems including Microsoft Dynamics, Salesforce, SAP, and various industry-specific tools. Frends is used across industries such as public sector, utilities, manufacturing, finance, and retail. It is particularly suited for IT teams seeking to unify integration, automation, and API management into a single tool while maintaining compliance and security in distributed environments. Key capabilities include: - Building and managing integrations visually with BPMN 2.0 to accelerate development and collaboration - Automating business processes and system tasks with reusable, scalable workflows - Monitoring integrations in real-time to reduce downtime and improve operational visibility - Managing APIs and connections securely with full version control and access management - Leveraging AI assistance to configure integrations, generate documentation, and streamline onboarding --- Frends has been recognized in the Gartner® Magic Quadrant™ for Enterprise iPaaS and ranks consistently as a G2 High Performer across usability, setup, and implementation. The platform enables faster time-to-value, reduces reliance on custom development, and gives teams the tools to adapt quickly to change, making it a preferred integration solution for organizations in Europe and beyond.

**Average Rating:** 4.5/5.0

**Total Reviews:** 139

#### How Do G2 Users Rate Frends?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Automation:** 9.3/10 (Category avg: 9.0/10)
- **Scalability:** 9.2/10 (Category avg: 8.7/10)
- **Auditing:** 8.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Frends?

- **Seller:** [FRENDS](https://www.g2.com/sellers/frends)
- **Company Website:** frends.com
- **Year Founded:** 1988
- **HQ Location:** Espoo, Uusimaa, Finland
- **Twitter:** @FRENDSplatform  
214 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a3eb44098efa62d98f886bc6057adbef871c302acb0b017f637f0b0a10cd6784&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffrends-app%2F&secure%5Burl_type%5D=linkedin_company_website)  
309 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Oil & Energy
- **Company Size:** 54% Medium, 26% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Frends to be **highly intuitive and user-friendly** , making onboarding and integration a smooth experience.
- Users value the **visualization of automation pipelines** in Frends, enhancing the ease of integration and monitoring.
- Users value Frends for its **effective integrations** , enhanced by AI tools, collaboration, and user-friendly architecture.
- Users value the **easy integrations** of Frends, simplifying system connections and enhancing collaborative development efforts.
- Users love the **user-friendly interface** of Frends, simplifying integration processes and enhancing overall management and oversight.

##### Cons

- Users find the **missing features** of Frends, such as better documentation and more integrations, frustratingly limiting.
- Users note that there is still **room for usability improvements** in Frends, particularly with environment variables and error clarity.
- Users note the **limited features** of Frends, wishing for enhancements like interactive development and better logging options.
- Users find that **difficult learning** curves hinder new users' understanding, complicated by vague error messages and complex integrations.
- Users find **integration issues** challenging with confusing notations and restrictive GUI, complicating more complicated processes.

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

**["Powerful Integration Tool with Easy Setup"](https://www.g2.com/survey_responses/frends-review-7497955)**

**Rating:** 5.0/5.0 stars

_— Verified User in Logistics and Supply Chain_

[Read full review](https://www.g2.com/survey_responses/frends-review-7497955)

**["Effortless Integration with Superior Debugging"](https://www.g2.com/survey_responses/frends-review-10792154)**

**Rating:** 4.5/5.0 stars

_— Riika A._

[Read full review](https://www.g2.com/survey_responses/frends-review-10792154)

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

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

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

Panoply makes it easy to sync, store, and access your data from any data source. Panoply’s easy-to-use, low-maintenance solution unlocks sophisticated analytics without complex data engineering and coding: Key features of the Panoply platform include: -Code-free data integrations for seamless syncing -Automated data warehouse configuration -A powerful workbench for SQL-based data exploration and visualization - In-platform dashboards and reporting -Connections to all major BI and analytical tools -Industry-leading onboarding and support Learn more at https://www.panoply.io

**Average Rating:** 4.5/5.0

**Total Reviews:** 80

#### How Do G2 Users Rate Panoply?

- **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:** 8.8/10 (Category avg: 8.7/10)
- **Auditing:** 7.6/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Panoply?

- **Seller:** [Panoply](https://www.g2.com/sellers/panoply)
- **Year Founded:** 2015
- **HQ Location:** San Francisco, CA
- **Twitter:** @panoplyio  
5,485 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6cea8802fbefac1dfd30cef8eb99c53a9d6da26851e6ab9249d00b91b6eb8514&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F9548934%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 47% Small, 43% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **customer support at Panoply** to be extremely helpful and responsive in troubleshooting issues.
- Users appreciate the **ease of use** of Panoply, thanks to the responsive support for non-developers.
- Users praise the **helpful integrations support** from Panoply, making setup and troubleshooting accessible for non-developers.

##### Cons

- Users desire additional **code review features** in Panoply's workbench to match those available in BigQuery.

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

**["Non-Developer User: Happy with the experience"](https://www.g2.com/survey_responses/panoply-review-9036045)**

**Rating:** 4.5/5.0 stars

_— Verified User in Veterinary_

[Read full review](https://www.g2.com/survey_responses/panoply-review-9036045)

**["Effortless Data Integration, Swift Support"](https://www.g2.com/survey_responses/panoply-review-12482020)**

**Rating:** 4.5/5.0 stars

_— Verified User in Apparel & Fashion_

[Read full review](https://www.g2.com/survey_responses/panoply-review-12482020)

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

- [What is Panoply used for?](https://www.g2.com/discussions/what-is-panoply-used-for)
- [What does Panoply do?](https://www.g2.com/discussions/what-does-panoply-do) - 1 comment
- [How much does panoply cost?](https://www.g2.com/discussions/how-much-does-panoply-cost) - 1 comment
- [How do I use panoply software?](https://www.g2.com/discussions/how-do-i-use-panoply-software) - 1 comment
- [What is panoply software?](https://www.g2.com/discussions/what-is-panoply-software) - 1 comment

### [Help Desk Migration Services](https://www.g2.com/products/help-desk-migration-services/reviews)

Help Desk Migration by Relokia is a cloud-based, one-click data migration solution that enables secure and fast transfer of customer support data between help desk, ITSM, and knowledge base platforms. The platform supports 100+ integrations, allowing teams to migrate data between systems using a no-code Migration Wizard — without manual exports, scripts, or downtime. Key Features - Data Integrity & Historical Accuracy Help Desk Migration preserves 100% of your historical support data, including tickets and incidents, conversations, users, organizations, agents, knowledge base articles, structures, statuses, priorities, and relationships between records. All data is migrated in a consistent and auditable way, ensuring nothing is lost or altered during the transfer. - Automated Migration Wizard The intuitive Migration Wizard enables fast and accurate data transfer to platforms such as: - Zendesk - Jira Service Management - Jira Customer Service Management - Freshdesk - Freshservice - ServiceNow - Salesforce Service Cloud - HubSpot Service Hub and 100+ other platforms The entire process is automated and requires no engineering resources. - Intuitive Data Mapping Help Desk Migration allows users to map fields between the source and target platforms with full control. You can align default and custom fields, statuses, priorities, users, and other entities to match your existing workflows and reporting structure. - Enterprise-Grade Security Help Desk Migration is built for enterprise use and follows GDPR-, HIPAA-, and SOC-aligned practices. The platform operates using secure API connections and works in close partnership with major help desk vendors to ensure compliance, reliability, and data protection. - Free Demo Migration Run a free Demo Migration to validate results before committing to a full migration. The automated tool transfers up to 20 tickets or incidents from the source to the target platform, allowing you to verify data accuracy, structure, and mappings with zero risk. - Fast Data Transfer Migration speed ranges from a few minutes to several hours, depending on record volume and API rate limits of the target platform. Even large-scale migrations are optimized to complete as quickly and safely as possible. - Zero Downtime with Delta Migration Help Desk Migration supports Delta Migration, enabling teams to migrate newly created or updated records after the initial full migration—without stopping live support operations. Delta Migration captures all changes that occurred during or after the main migration and syncs them to the target system. This ensures: - No ticket freezes - No missed updates - No disruption to agents or customers As a result, teams can switch platforms seamlessly while maintaining continuous support and full data consistency.

**Average Rating:** 4.9/5.0

**Total Reviews:** 179

#### How Do G2 Users Rate Help Desk Migration Services?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Scalability:** 10.0/10 (Category avg: 8.7/10)
- **Auditing:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Help Desk Migration Services?

- **Seller:** [Relokia](https://www.g2.com/sellers/relokia)
- **Company Website:** www.help-desk-migration.com
- **Year Founded:** 2015
- **HQ Location:** Ternopil, UA
- **Twitter:** @HDMigration  
156 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1e6309cf9fc75cdea23e50c677b16939eae80eb0c126977414c64eb88edc1f9f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhelp-desk-migration%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** IT Manager
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 52% Small, 37% Medium

#### What Do G2 Reviewers Say About Help Desk Migration Services?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **extremely user-friendly interface** of Help Desk Migration Services, making migration smooth and hassle-free.
- Users value the **responsive customer support** which ensures a smooth migration process and effective problem resolution.
- Users value the **migration ease** of Help Desk Migration Services, enjoying a fast and straightforward transition process.
- Users appreciate the **easy setup** of Help Desk Migration Services, finding it straightforward and user-friendly for seamless transitions.
- Users appreciate the **time-saving capabilities** of Help Desk Migration Services, making transitions quick and effortless.

##### Cons

- Users note that **slow migration times** can be frustrating due to API limits and additional costs for upgrades.
- Users find the **extra costs** associated with migration, such as upgrades and fees, to be a significant drawback.
- Users face challenges with **data duplication** during migration, necessitating extra tools for cleanup and management.
- Users find the service **expensive for additional fields** needed, impacting the overall value of Help Desk Migration Services.
- Users feel the interface suffers from **information deficiency** , making it cluttered and harder to navigate.

#### What Are Recent G2 Reviews of Help Desk Migration Services?

**["Extremely Responsive Team and a Smooth, Budget-Friendly Migration"](https://www.g2.com/survey_responses/help-desk-migration-services-review-12908663)**

**Rating:** 5.0/5.0 stars

_— William L._

[Read full review](https://www.g2.com/survey_responses/help-desk-migration-services-review-12908663)

**["Effortless Zendesk Migration—Fast and Straightforward"](https://www.g2.com/survey_responses/help-desk-migration-services-review-12206360)**

**Rating:** 4.0/5.0 stars

_— Verified User in Market Research_

[Read full review](https://www.g2.com/survey_responses/help-desk-migration-services-review-12206360)

#### What Are G2 Users Discussing About Help Desk Migration Services?

- [What is Help Desk Migration Services used for?](https://www.g2.com/discussions/what-is-help-desk-migration-services-used-for)

### [Stitch](https://www.g2.com/products/stitch-2026-01-09/reviews)

Stitch Data Loader is a simple, powerful ETL service for businesses of all sizes, up to and including the enterprise. More than 3,000 companies use Stitch to move billions of records every day from SaaS applications and databases into data warehouses and data lakes, where it can be analyzed with BI tools. Stitch, Inc. is a division of Talend.

**Average Rating:** 4.4/5.0

**Total Reviews:** 66

#### How Do G2 Users Rate Stitch?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Automation:** 8.9/10 (Category avg: 9.0/10)
- **Scalability:** 8.6/10 (Category avg: 8.7/10)
- **Auditing:** 0.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Stitch?

- **Seller:** [Qlik](https://www.g2.com/sellers/qlik)
- **Year Founded:** 1993
- **HQ Location:** Radnor, PA
- **Twitter:** @qlik  
64,130 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cd147c14c7daf80e08bf113d2cae24ca3693e49a87c147350c31e8b0961c7297&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10162%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,551 employees on LinkedIn®
- **Phone:** 1 (888) 994-9854

#### Who Uses This Product?

- **Who Uses This:** Data Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Small, 43% Medium

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

**["Reliable Extractions & Loads with many different integrations"](https://www.g2.com/survey_responses/stitch-review-7514601)**

**Rating:** 4.5/5.0 stars

_— Kristiyan D._

[Read full review](https://www.g2.com/survey_responses/stitch-review-7514601)

**["Very Easy Intuitive UI"](https://www.g2.com/survey_responses/stitch-review-7592907)**

**Rating:** 4.5/5.0 stars

_— Megan S._

[Read full review](https://www.g2.com/survey_responses/stitch-review-7592907)

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

- [Is stitch free?](https://www.g2.com/discussions/is-stitch-free)
- [What is stitch database?](https://www.g2.com/discussions/what-is-stitch-database)
- [What is stitch ETL?](https://www.g2.com/discussions/what-is-stitch-etl)
- [What is Stitch software?](https://www.g2.com/discussions/what-is-stitch-software)

### [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:** 106

#### How Do G2 Users Rate Lobster Data Platform?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Automation:** 9.5/10 (Category avg: 9.0/10)
- **Scalability:** 8.9/10 (Category avg: 8.7/10)
- **Auditing:** 7.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Lobster Data Platform?

- **Seller:** [Lobster Data GmbH](https://www.g2.com/sellers/lobster-data-gmbh)
- **Company Website:** www.lobster-world.com
- **Year Founded:** 2002
- **HQ Location:** Tutzing, Germany
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=24f51cd9f62df2e558d0a3dfc63f574ec4db81a618f78d3ae90e18105c976331&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flobster-data-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website)  
324 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Logistics and Supply Chain, Transportation/Trucking/Railroad
- **Company Size:** 61% Medium, 26% Large

#### What Do G2 Reviewers Say About Lobster Data Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Lobster Data Platform, ensuring quick setups and reliable performance.
- Users praise the **excellent customer support** of Lobster Data Platform, appreciating their quick and reliable assistance on requests.
- Users appreciate the **seamless integration capabilities** of Lobster Data Platform, effectively connecting internal and external systems.
- Users value the **seamless integrations** of Lobster Data Platform, effectively connecting internal and external systems.
- Users commend the **intuitive user interface** of Lobster Data Platform, enabling quick project realization and effective support.

##### Cons

- Users find the platform to be **overly complex** , especially with numerous functions and complicated process steps.
- Users criticize the **inconsistent documentation and user interface changes** that hinder their experience and create confusion.
- Users find Lobster Data Platform's **complex usability** overwhelming due to its numerous functions and intricate process steps.
- Users find the **pricing expensive** and complicated, making it a challenging choice for on-premise customers.
- Users note the **missing features** in Lobster Data Platform, leading to difficulties with integration and documentation.

#### What Are Recent G2 Reviews of Lobster Data Platform?

**["Intuitive Platform, very easy to use, Needs Faster Bug Fixes"](https://www.g2.com/survey_responses/lobster-data-platform-review-12470671)**

**Rating:** 4.5/5.0 stars

_— Felix B._

[Read full review](https://www.g2.com/survey_responses/lobster-data-platform-review-12470671)

**["A Middleware solutions that really works"](https://www.g2.com/survey_responses/lobster-data-platform-review-11356950)**

**Rating:** 4.5/5.0 stars

_— Robert v._

[Read full review](https://www.g2.com/survey_responses/lobster-data-platform-review-11356950)

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

Timextender is a metadata-driven data platform that helps organizations build AI-ready data infrastructure up to 10x faster. The Timextender Data Platform unifies four modules, Data Integration, Data Enrichment, Data Quality, and Orchestration, that together automate the ingestion, governance, and delivery of data across the storage platform of your choice. Timextender is designed to help businesses manage their data infrastructure without extensive manual coding, giving data teams direct control over accuracy, governance, and the pace at which they can put trusted data to work.

**Average Rating:** 4.3/5.0

**Total Reviews:** 147

#### How Do G2 Users Rate timextender?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Automation:** 8.7/10 (Category avg: 9.0/10)
- **Scalability:** 8.0/10 (Category avg: 8.7/10)
- **Auditing:** 7.5/10 (Category avg: 8.1/10)

#### Who Is the Company Behind timextender?

- **Seller:** [timextender](https://www.g2.com/sellers/timextender)
- **Company Website:** www.timextender.com
- **Year Founded:** 2006
- **HQ Location:** Aarhus, DK
- **Twitter:** @timextender  
17,630 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=16c30aa4d66911a30dfd85e108465af6956e4ac744b52cd472c76add59e6ea6b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftimextender%2F&secure%5Burl_type%5D=linkedin_company_website)  
92 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Business Intelligence Consultant, Data Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 45% Medium, 33% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Timextender, especially the intuitive drag-and-drop interface for data management.
- Users value the **responsive customer support** of TimeXtender, enhancing their overall experience and implementation process.
- Users praise the **automation features** of TimeXtender for streamlining workflows and simplifying complex processes.
- Users appreciate the **user-friendly interface** of TimeXtender, making it easy to get started and design effectively.
- Users find TimeXtender's **time-saving capabilities** invaluable, streamlining data tasks and enhancing workflow efficiency significantly.

##### Cons

- Users face **functional limitations** with TimeXtender, including issues with offline compatibility and lack of version tracking.
- Users face a **steep learning curve** with RSD-files and limited coding assistance, complicating data management.
- Users experience **poor documentation** , making it difficult to navigate and utilize TimeXtender effectively.
- Users face a **steep learning curve** with TimeXtender, particularly with complex data transformations and project transfers.
- Users report **unpredictable behavior and inefficiencies** with error reporting, especially with large datasets and multiple users.

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

**["A very transparent data warehouse tool with low- and high code possibilities"](https://www.g2.com/survey_responses/timextender-review-8823220)**

**Rating:** 4.0/5.0 stars

_— Nick v._

[Read full review](https://www.g2.com/survey_responses/timextender-review-8823220)

**["Reliable and effective data warehouse automation"](https://www.g2.com/survey_responses/timextender-review-8488604)**

**Rating:** 5.0/5.0 stars

_— Darri H._

[Read full review](https://www.g2.com/survey_responses/timextender-review-8488604)

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

- [How do you use Timextender?](https://www.g2.com/discussions/how-do-you-use-timextender)
- [Why use TimeXtender?](https://www.g2.com/discussions/why-use-timextender) - 1 comment
- [What is Odx server?](https://www.g2.com/discussions/what-is-odx-server) - 2 comments
- [What does TimeXtender do?](https://www.g2.com/discussions/what-does-timextender-do)

### [Mozart Data](https://www.g2.com/products/mozart-data-mozart-data/reviews)

Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart Data’s all-in-one modern data platform empowers anyone to easily centralize, organize, and analyze their data without engineering resources. Instead of piecing together multiple tools, companies get everything they need to spin up a data stack in an hour — ETL, a data warehouse, and a data transformation tool — and gain visibility into their data pipelines. Join other data-driven companies, like Zeplin, Rippling, Modern Treasury, and Tempo, that are already getting the most out of their data. Learn more at https://www.mozartdata.com

**Average Rating:** 4.6/5.0

**Total Reviews:** 68

#### How Do G2 Users Rate Mozart Data?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Automation:** 9.3/10 (Category avg: 9.0/10)
- **Scalability:** 9.3/10 (Category avg: 8.7/10)
- **Auditing:** 8.9/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Mozart Data?

- **Seller:** [Mozart Data](https://www.g2.com/sellers/mozart-data)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **Twitter:** @MozartData  
447 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=93a959b85a25dc7a4eb20cc10bfe8e470098bef694ee6a76cbe9e5d8c30b628d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmozartdata%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 53% Small, 47% Medium

#### What Are Recent G2 Reviews of Mozart Data?

**["Easy to use one and done tool to streamline the data process."](https://www.g2.com/survey_responses/mozart-data-review-9144933)**

**Rating:** 5.0/5.0 stars

_— Craig C._

[Read full review](https://www.g2.com/survey_responses/mozart-data-review-9144933)

**["All in one data platform"](https://www.g2.com/survey_responses/mozart-data-review-9998715)**

**Rating:** 5.0/5.0 stars

_— Jim D._

[Read full review](https://www.g2.com/survey_responses/mozart-data-review-9998715)

#### What Are G2 Users Discussing About Mozart Data?

- [What is Mozart Data used for?](https://www.g2.com/discussions/what-is-mozart-data-used-for)

### [COZYROC Solutions](https://www.g2.com/products/cozyroc-solutions/reviews)

COZYROC Solutions offers world-class On-Premises ETL and Cloud integration solutions with COZYROC.Cloud (iPaaS) COZYROC SSIS+ is a comprehensive suite of 270+ advanced components for developing ETL solutions with Microsoft SQL Server Integration Services. Our easy-to-use, coding-free library of tasks, components and reusable scripts can significantly cut your development time and also improve the execution speed of your SSIS packages. Support for SQL Server 2012-2022 \* Major highlights of the 2.2 release \* ​Derived Column transformation component, a powerful replacement of the standard Derived Column transformation with support for expressions in JavaScript. https://cozyroc.com/ssis/derived-column \* ​Database Source component for loading data from a database table, a view or a SQL command. The component can be configured for ADO.NET, OLE DB and ODBC connection managers. https://cozyroc.com/ssis/database-source \* ​ASN.1 Source component for retrieving data from ASN.1 file /BER, CER or DER encoded/ that supports multiple outputs via the composite records pattern. https://cozyroc.com/ssis/asn1-source ​Tableau Source, for consuming data from a Tableau .hyper file (i.e. the latest evolution of Tableau Data Extract). https://cozyroc.com/ssis/tableau-source \* The new version includes support for 37 additional applications https://cozyroc.com/blog/cozyroc-ssis-22-now-officially-released \* Major highlights of the 2.1 release \* XML Destination component: https://www.cozyroc.com/ssis/xml-destination \* OFTP connection manager - https://www.cozyroc.com/ssis/oftp-connection \* Database Destination component for fast loading and updating data. Insert, Update, Delete or Upsert in row-by-row or bulk-load mode for ADO.NET, OLE DB and ODBC. https://www.cozyroc.com/ssis/database-destination \* JSON Source component for retrieving data from JSON documents that supports multiple outputs via the composite records pattern. https://www.cozyroc.com/ssis/json-source \* JSON Destination component for generating JSON documents that supports multiple inputs via the composite records pattern. https://www.cozyroc.com/ssis/json-destination \* Easier connectivity to any REST service. \* Support of Dynamic data flows and composite records modelling \* Fast Sort Plus component for sorting of LARGE amounts of data. \* EDI components \* Additional REST services connectivity https://www.cozyroc.com/ssis/rest-connection COZYROC Solutions has been successfully used by thousands of businesses, in more than 142 countries around the world. \*\*\*\*\*\*\*\*\*\* COZYROC Cloud - The Simplest Way to SSIS in the Cloud: https://cozyroc.cloud COZYROC Cloud delivers seamless hybrid integrations, effortlessly connecting cloud and on-premises applications and databases, supporting cloud repatriation. \* Hosted and hybrid cloud integration solutions \* Managed & On-Premises Execution Environments \* Webhook Triggers -Automatically run packages by subscribing to external events (via inbound webhooks). \* Centralized Management \* Superior support for consuming web APIs \* Advanced ETL components: Database Destination, Table Difference, Lookup+ \* Free during development & testing. Pay only for production use \* Avoid cloud lock-in. Be able to transfer ETL processes on premises \* Better extensibility. Multiple component vendors. \* Lightweight JS-based components

**Average Rating:** 4.8/5.0

**Total Reviews:** 33

#### How Do G2 Users Rate COZYROC Solutions?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Automation:** 8.1/10 (Category avg: 9.0/10)
- **Scalability:** 8.1/10 (Category avg: 8.7/10)
- **Auditing:** 7.2/10 (Category avg: 8.1/10)

#### Who Is the Company Behind COZYROC Solutions?

- **Seller:** [COZYROC](https://www.g2.com/sellers/cozyroc)
- **Year Founded:** 2006
- **HQ Location:** Raleigh, NC
- **Twitter:** @CozyRoc  
628 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=29c12bd68e9a5cc090c9e51c19fe01f3bda99342d004eead4406470275a011a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F741227%2F&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 41% Medium, 38% Large

#### What Do G2 Reviewers Say About COZYROC Solutions?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **easy integrations** of COZYROC Solutions, enhancing our workflows and connecting seamlessly with third-party sources.
- Users value the **seamless automation** provided by CozyRoc, enhancing efficiency and ensuring compliance in workflows.
- Users find **Cozyroc Solutions easy to use** , seamlessly integrating into workflows and simplifying ETL processes.
- Users value the **seamless integrations** of CozyRoc Solutions, enhancing their operational workflows and ETL processes significantly.
- Users benefit from **powerful automation features** , significantly enhancing their ETL processes and efficiency in handling files.

##### Cons

- Users find COZYROC Solutions to be **expensive** , which can complicate development and access to features.
- Users experience some **complexity in configuration** and finding old versions, requiring extra effort to navigate effectively.
- Users find the **difficult setup** process frustrating, requiring time and effort to navigate through documentation and bugs.
- Users express frustration over the **high licensing costs** and the need for annual re-licensing with CozyRoc.
- Users experience **lack of functionality** due to migration challenges and limited development environment configurations with COZYROC Solutions.

#### What Are Recent G2 Reviews of COZYROC Solutions?

**["Excellent Suite of SSIS Tools"](https://www.g2.com/survey_responses/cozyroc-solutions-review-11697474)**

**Rating:** 4.5/5.0 stars

_— Shameer G._

[Read full review](https://www.g2.com/survey_responses/cozyroc-solutions-review-11697474)

**["CozyRoc Integrates Seamlessly with SSIS and Salesforce"](https://www.g2.com/survey_responses/cozyroc-solutions-review-12381644)**

**Rating:** 5.0/5.0 stars

_— Dale T._

[Read full review](https://www.g2.com/survey_responses/cozyroc-solutions-review-12381644)

#### What Are G2 Users Discussing About COZYROC Solutions?

- [What is COZYROC SSIS+ Library used for?](https://www.g2.com/discussions/what-is-cozyroc-ssis-library-used-for) - 1 comment
- [Is SSIS part of SQL Server?](https://www.g2.com/discussions/is-ssis-part-of-sql-server)
- [What is cozy rock?](https://www.g2.com/discussions/what-is-cozy-rock)
- [What is Cozyroc used for?](https://www.g2.com/discussions/what-is-cozyroc-used-for) - 1 comment

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

hotglue is a developer-first embedded iPaaS founded by engineers to help B2B SaaS companies like Chargebee, Instructure, and SpotOn offer integrations in their product with other platforms. Based out of Washington DC, our team focuses on providing robust integration solutions that developers actually want to use. Our platform offers pre-built connectors to hundreds of SaaS applications (like Salesforce, NetSuite, Quickbooks, and more) while maintaining code-level control, custom transformations, and complete white-labeling capabilities. We handle the authentication, infrastructure, and connection UI while giving developers the flexibility they need. hotglue transforms integrations from engineering challenges into sales advantages for early-stage B2B SaaS companies. We enable teams to rapidly deploy customer-facing integrations that feel native to your product, helping close deals faster with significantly less engineering effort.

**Average Rating:** 4.9/5.0

**Total Reviews:** 42

#### How Do G2 Users Rate hotglue?

- **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.1/10)
- **Automation:** 9.9/10 (Category avg: 9.0/10)
- **Scalability:** 9.9/10 (Category avg: 8.7/10)
- **Auditing:** 8.5/10 (Category avg: 8.1/10)

#### Who Is the Company Behind hotglue?

- **Seller:** [hotglue](https://www.g2.com/sellers/hotglue)
- **Year Founded:** 2019
- **HQ Location:** Washington , US
- **Twitter:** @hotgluexyz  
119 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c4c64cc9aae0722718425806d221330832c410890103a79106425e1cae667808&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhotglue%2F&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CTO
- **Top Industries:** Computer Software
- **Company Size:** 76% Small, 19% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **speed and ease of integration** with Hotglue, enhancing their operational efficiency and customer offerings.
- Users value the **customizable integrations** of Hotglue, enabling seamless connections and diverse customer engagement without delays.
- Users value the **responsive customer support** from Hotglue, enhancing overall satisfaction and troubleshooting efficiency.
- Users value the **easy integrations** of Hotglue, enabling efficient setups and diverse connections with various systems.
- Users find the **implementation ease** of Hotglue impressive, allowing quick setup with minimal technical knowledge required.

##### Cons

- Users find **difficult configuration** of Hotglue challenging, though support is available to help navigate complexities.
- Users find the **poor documentation** challenging, particularly with advanced configurations that require support assistance.
- Users find the **initial setup complex** , but appreciate the outstanding support for navigating the platform’s features.
- Users find that managing **complex workflows** in Hotglue can be overwhelming, suggesting the need for more guided options.
- Users find the **complex onboarding** process overwhelming, suggesting guided workflows to enhance the experience with Hotglue.

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

**["Hotglue: An Incredible Partner for Integrations"](https://www.g2.com/survey_responses/hotglue-review-13098993)**

**Rating:** 5.0/5.0 stars

_— Jordan S._

[Read full review](https://www.g2.com/survey_responses/hotglue-review-13098993)

**["Hotglue’s Responsive Team Delivered a Fast, Cost-Effective Mailchimp Integration"](https://www.g2.com/survey_responses/hotglue-review-13105183)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/hotglue-review-13105183)

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

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

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

Start working from one place without jumping between systems. ExtendInsights connects your business data across NetSuite, Salesforce, HubSpot, Google Analytics, Stripe, Chargebee, and more directly into Excel. There, you can analyze, update, and report on live data without time-consuming exports, CSV processes, or manual rework. Instead of exporting from each system and stitching data together manually, ExtendInsights lets you access everything in one place—live, connected, and ready to go. Writeback is also available for NetSuite, Salesforce, and HubSpot. Whether you’re building live financial reports, updating records in bulk, analyzing saved searches or queries, combining multiple data sources, or creating executive dashboards, ExtendInsights eliminates manual steps and accelerates every part of your workflow. ExtendInsights brings analytics, data management, and financial reporting together in a single Excel-based experience. Create, edit, and update records in NetSuite, Salesforce, and HubSpot while simultaneously analyzing live data, all without switching tools or relying on CSVs. The result is faster workflows, fewer errors, and more time spent on insights instead of data preparation. Your team already works in Excel. Now they can do everything there. Key features: Visualize data using dynamic pivot tables and charts Build fast, accurate, and auditable financial reports Leverage data source security to keep data secure CloudExtend empowers users to make faster, more insightful decisions by creating innovative, user-friendly applications that integrate workplace productivity tools with platforms they use every day to automatically add emails, events, and files to NetSuite from Gmail and Outlook, or use Excel and Power BI to improve reporting and analysis capabilities for popular data sources. Our integration apps eliminate hundreds of hours of manual work, significantly reduce data import times, and provide a 360-degree view of customer activity.

**Average Rating:** 4.5/5.0

**Total Reviews:** 47

#### How Do G2 Users Rate ExtendInsights?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Automation:** 10.0/10 (Category avg: 9.0/10)
- **Scalability:** 5.0/10 (Category avg: 8.7/10)
- **Auditing:** 8.3/10 (Category avg: 8.1/10)

#### Who Is the Company Behind ExtendInsights?

- **Seller:** [CloudExtend by Celigo](https://www.g2.com/sellers/cloudextend-by-celigo)
- **Company Website:** www.cloudextend.io
- **Year Founded:** 2007
- **HQ Location:** Redwood City, US
- **Twitter:** @cloudextendIO  
253 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e5672f539d462d13e8e612e2000bfda8cb3ea69de634a97aaf2be3f47d1449c4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudextend%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting, Retail
- **Company Size:** 54% Medium, 42% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find ExtendInsights to have **exceptional ease of use** , making data management and updates significantly simpler.
- Users appreciate the **easy integrations** of ExtendInsights, enabling quick connections to Excel, NetSuite, and more.
- Users value the **effortless data management** of ExtendInsights, simplifying tasks and enhancing overall productivity.
- Users praise the **accuracy of information** in ExtendInsights, enhancing data-driven decisions and streamlining management processes.
- Users value the **efficient data analysis** capabilities of ExtendInsights, significantly speeding up reporting processes.

##### Cons

- Users experience **slow data loading** and limitations in accessing certain data types within ExtendInsights' Data Management.
- Users experience **slow data loading** as it processes only 25 lines at a time, disrupting efficiency in data retrieval.
- Users experience **slow loading** times when accessing data in ExtendInsights, affecting efficiency and usability.
- Users find the **slow processing** of ExtendInsights frustrating, especially with data not loading efficiently.
- Users find it challenging to determine the **best fields for creating templates** , impacting their overall experience with ExtendInsights.

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

**["A Huge Time-Saver for Bulk NetSuite Record Updates"](https://www.g2.com/survey_responses/extendinsights-review-13061561)**

**Rating:** 4.5/5.0 stars

_— Sarah M._

[Read full review](https://www.g2.com/survey_responses/extendinsights-review-13061561)

**["The Only Tool That Makes Connecting Excel to NetSuite Easy"](https://www.g2.com/survey_responses/extendinsights-review-13119964)**

**Rating:** 5.0/5.0 stars

_— Verified User in Apparel & Fashion_

[Read full review](https://www.g2.com/survey_responses/extendinsights-review-13119964)

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

- [What is CloudExtend Excel For NetSuite used for?](https://www.g2.com/discussions/what-is-cloudextend-excel-for-netsuite-used-for)
- [What is CloudExtend Excel for Salesforce used for?](https://www.g2.com/discussions/what-is-cloudextend-excel-for-salesforce-used-for)

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

StarfishETL for Integration: StarfishETL is an iPaaS (Integration-Platform-as-a-Service) that provides seamless data integration from one database to another - whether hosted, on-premises, or in the Cloud. Connect to more than 400 applications using drag-and-drop low code functionality; AI-enabled mapping, scripting, and SQL query writing; and secure connectivity through on-premises firewalls. StarfishETL for Migration: StarfishETL is loaded with pre-built capabilities, but it's not limited by them. You have the power to set up your project any way you desire to get the data results that fit your business. Add custom fields in our Cloud Cartographer, or use the on-premises tool for more advanced personalization. StarfishETL as an iPaaS: StarfishETL is a Cloud iPaaS solution, which gives it the unique ability to connect virtually any kind of solution to any other kind of solution, as long as both of those applications have an API. This gives StarfishETL customers ultimate control over their data projects, with the ability to build more unique and scalable data connections.

**Average Rating:** 4.7/5.0

**Total Reviews:** 75

#### How Do G2 Users Rate StarfishETL?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)
- **Automation:** 9.3/10 (Category avg: 9.0/10)
- **Scalability:** 9.6/10 (Category avg: 8.7/10)
- **Auditing:** 9.6/10 (Category avg: 8.1/10)

#### Who Is the Company Behind StarfishETL?

- **Seller:** [Technology Advisors](https://www.g2.com/sellers/technology-advisors)
- **Year Founded:** 1991
- **HQ Location:** Chicago, IL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6853aee43812c985183a96bf51f766de6bb7e92760189053098c6f4d46b80a03&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstarfishetl%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®
- **Phone:** 847-655-3400

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 36% Large, 36% Medium

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

**["Upfront, Honest and Friendly"](https://www.g2.com/survey_responses/starfishetl-review-9856115)**

**Rating:** 5.0/5.0 stars

_— Kelly P._

[Read full review](https://www.g2.com/survey_responses/starfishetl-review-9856115)

**["StarfishETL was the one software capable of doing this"](https://www.g2.com/survey_responses/starfishetl-review-7892321)**

**Rating:** 4.0/5.0 stars

_— Charles C._

[Read full review](https://www.g2.com/survey_responses/starfishetl-review-7892321)

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

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

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

ClicData is a cloud-based data platform that spans multiple product categories: Business Intelligence, ETL, Data Warehousing and Data Lakehouse, Data Visualization, Embedded Analytics, and AI-assisted Analytics. It is built to support the full data lifecycle, from ingestion and storage to transformation, visualization, and distribution, within a single environment. Mid-market companies use ClicData to consolidate data workflows that would otherwise require separate tools for each stage. The platform is used across industries including retail, healthcare, media, manufacturing, and public services, by both centralized data teams and operational groups managing their own reporting needs. Our core capabilities include: - Connecting to databases, cloud applications, APIs, and flat files through a library of pre-built connectors - Storing and organizing data in an integrated data warehouse and data lake structure - Cleaning and transforming data using no-code ETL interfaces or SQL - Building dashboards and reports using a drag-and-drop editor or an AI dashboard builder that generates interactive, fully functional dashboards from plain-language prompts - Scheduling data refreshes, automating alerts, and delivering reports on defined triggers - Embedding dashboards into third-party platforms or client-facing applications - Extending analysis with Python scripts for statistical modeling or machine learning workflows For Leadership and Business Leaders ClicData provides a governed environment where data from multiple sources can be consolidated and made available across teams. It reduces dependency on ad hoc data requests by giving your team leads and operational teams direct access to up-to-date dashboards and reports. AI-assisted features support anomaly detection and automated alerting, so leadership can be notified of significant changes in key metrics without relying on manual monitoring. Scheduling and alerting features support proactive monitoring without manual intervention. For Data Practitioners Data engineers and analysts can manage the full pipeline: ingestion, transformation, modeling, and delivery without switching between tools. ClicData supports both no-code and SQL or Python-based transformation, version-controlled data flows or predictive model development. AI capabilities are accessible at the pipeline level, allowing practitioners to integrate predictive models or automated data quality checks directly into existing data flows. For Operational and Business Users Teams outside of IT can access curated dashboards, apply filters, and work with data that has already been validated upstream. AI-assisted features surface trends, forecasts, and anomalies directly within dashboards, making it possible for non-technical users to act on predictive insights without requiring analytical expertise. Embedded analytics capabilities allow organizations to surface data, including AI-generated insights, directly within the products or portals their end users already work in, without requiring those users to log into a separate BI tool. ClicData addresses the common challenge of fragmented data stacks by covering data engineering, storage, and analytics in one platform. It is suited for growing organizations looking to standardize how data is collected, managed, and consumed across different teams and functions.

**Average Rating:** 4.4/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate ClicData?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Automation:** 6.7/10 (Category avg: 9.0/10)
- **Scalability:** 8.3/10 (Category avg: 8.7/10)
- **Auditing:** 1.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind ClicData?

- **Seller:** [ClicData](https://www.g2.com/sellers/clicdata)
- **Company Website:** www.clicdata.com
- **Year Founded:** 2008
- **HQ Location:** Lille, France
- **Twitter:** @ClicData  
806 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=968be8f864b99591be22699041798e97c565cee1749b4d0c851d5517ed29c8dc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F278851%2F&secure%5Burl_type%5D=linkedin_company_website)  
46 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 51% Small, 32% Medium

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

**["Quick and simple solution to implement with a responsive and efficient helpdesk team"](https://www.g2.com/survey_responses/clicdata-review-11445571)**

**Rating:** 4.5/5.0 stars

_— Verified User in Restaurants_

[Read full review](https://www.g2.com/survey_responses/clicdata-review-11445571)

**["Outstanding Customer Service and Communication from the ClicData Team"](https://www.g2.com/survey_responses/clicdata-review-12848126)**

**Rating:** 4.0/5.0 stars

_— Verified User in Primary/Secondary Education_

[Read full review](https://www.g2.com/survey_responses/clicdata-review-12848126)

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

- [What are the benefits of business intelligence?](https://www.g2.com/discussions/clicdata-what-are-the-benefits-of-business-intelligence)
- [How do I create a dashboard in ClicData?](https://www.g2.com/discussions/how-do-i-create-a-dashboard-in-clicdata) - 1 comment, 1 upvote
- [Is ClicData free?](https://www.g2.com/discussions/is-clicdata-free) - 1 comment
- [What is CLIC software?](https://www.g2.com/discussions/what-is-clic-software) - 1 comment

### [Zap Data Hub](https://www.g2.com/products/zap-data-hub/reviews)

Zap Data Hub is a data warehouse automation solution that streamlines the extraction, loading and transformation (ELT) of ERP and business data into a centralized, governed warehouse for reporting and analytics. Zap Data Hub is used by finance, operations and IT teams who need a faster, more structured way to integrate ERP data from platforms such as Microsoft Dynamics 365, SAP Business One, Sage and SYSPRO alongside other business sources like CRM, payroll and inventory systems. It automates the heavy lifting involved in data integration and preparation, allowing businesses to build a trusted data foundation without extensive coding or manual processes. By automatically mapping, transforming and loading data into a warehouse, Zap eliminates reliance on spreadsheets, manual extracts and disconnected reporting. It creates a governed semantic model that ensures consistent metrics across tools like the Power BI integration, Excel add-in and browser-based reporting. Zap can be deployed in the cloud or on-premises, with support for Microsoft Fabric. Key features and value points • End-to-end data warehouse automation that structures and governs data from ERP and other business systems • Pre-built ERP connectors and models that accelerate deployment and reduce implementation effort • Governed semantic model that ensures consistent, trusted reporting across business units and analytics tools • Reporting support through the Excel add-in, Power BI integration and browser-based options • Deployment flexibility offering cloud-based or on-premises options • Future-ready architecture that integrates with Microsoft Fabric and supports evolving analytics needs Zap Data Hub is suited to organizations that want to automate their reporting data foundations, improve governance and drive business insights without the complexity of manual data engineering.

**Average Rating:** 4.3/5.0

**Total Reviews:** 44

#### How Do G2 Users Rate Zap Data Hub?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Automation:** 8.3/10 (Category avg: 9.0/10)
- **Scalability:** 6.1/10 (Category avg: 8.7/10)
- **Auditing:** 6.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Zap Data Hub?

- **Seller:** [ZAP](https://www.g2.com/sellers/zap)
- **Year Founded:** 2001
- **HQ Location:** Brisbane, Australia
- **Twitter:** @ZAP\_Data  
1,552 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=40ff523c982ae465dc260372a2950b1cdc633097c3cd8fa18073b625378ca439&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F61528%2F&secure%5Burl_type%5D=linkedin_company_website)  
88 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Oil & Energy, Computer Software
- **Company Size:** 61% Medium, 28% Large

#### What Do G2 Reviewers Say About Zap Data Hub?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Zap Data Hub, enjoying its intuitive interface and seamless implementation.
- Users value the **easy integration of multiple data sources** , enhancing operational efficiency across teams.
- Users commend the **excellent customer support** from the Zap Team, ensuring timely and effective assistance when needed.
- Users value the **clean and seamless reporting functionality** of Zap Data Hub, enhancing efficiency and integration with ERP.
- Users commend the **intuitive analytics** of Zap Data Hub, streamlining reporting and decision-making for rapid business growth.

##### Cons

- Users find the **steep learning curve** challenging, requiring technical support for effective use of Zap Data Hub.
- Users face **complexity with connections and calculations** in Zap Data Hub, which can hinder efficiency and user experience.
- Users experience **import issues** with Excel sources, impacting connectivity and processing of large files in Zap Data Hub.
- Users face **connection issues with Excel data sources** , making integration and report exporting more challenging.
- Users note a **steep learning curve** with Zap Data Hub, making it challenging for occasional users to excel.

#### What Are Recent G2 Reviews of Zap Data Hub?

**["Powerful BI Reporting That Delivers Results"](https://www.g2.com/survey_responses/zap-data-hub-review-11960396)**

**Rating:** 4.0/5.0 stars

_— chris.hilton@agroliquid.com H._

[Read full review](https://www.g2.com/survey_responses/zap-data-hub-review-11960396)

**["Slick, Fast, and Intuitive BI Tool with Outstanding Support"](https://www.g2.com/survey_responses/zap-data-hub-review-11984060)**

**Rating:** 5.0/5.0 stars

_— Verified User in Gambling & Casinos_

[Read full review](https://www.g2.com/survey_responses/zap-data-hub-review-11984060)

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

Supermetrics helps marketers go AI-first - from insight to action. Founded in 2013 and headquartered in Helsinki, Finland, Supermetrics unifies the marketing workflow, connecting the full breadth of marketing and advertising data sources through to AI-powered analysis and activation, so businesses spend less time wrangling data and more time on strategic growth. Built for marketers, analysts, and BI professionals, Supermetrics serves organizations from small startups to large enterprises that rely on multiple data sources such as Google Analytics, Facebook Ads, HubSpot and Shopify - consolidating everything into the destination of their choice - spreadsheets, data warehouses, or AI assistants via native MCP support. Teams can connect and automate their marketing and advertising reporting without deep technical expertise, cutting the manual work and errors that come with pulling data by hand, and freeing up time for analysis and strategy instead of data collection. Supermetrics pairs a user-friendly interface with a library of templates and pre-built reports, making it fast to visualize data and get to an answer. The platform is trusted by 200,000+ organizations globally, including L’Oréal, BBC, and Heineken, across 120 countries. Supermetrics serves organizations of every size, from small and mid-sized businesses that need enterprise-grade reporting without enterprise overhead, to global brands such as Nestlé, Warner Bros, and Dyson, to agencies managing dozens of client accounts. The platform is SOC 2 Type II and ISO 27001 certified, GDPR and CCPA compliant, and backed by 24/5 global support. Its recognition as one of G2’s Top 50 Best EMEA Software Companies reflects an ongoing investment in innovation for data-driven marketing teams looking to move from manual reporting to AI-powered decisions.

**Average Rating:** 4.4/5.0

**Total Reviews:** 816

#### How Do G2 Users Rate Supermetrics?

- **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.1/10)
- **Automation:** 8.5/10 (Category avg: 9.0/10)
- **Scalability:** 8.6/10 (Category avg: 8.7/10)
- **Auditing:** 8.1/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Supermetrics?

- **Seller:** [Supermetrics](https://www.g2.com/sellers/supermetrics)
- **Company Website:** www.supermetrics.com
- **Year Founded:** 2013
- **HQ Location:** Helsinki, Uusimaa
- **Twitter:** @Supermetrics  
7,832 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2146912a8bb70fc80ae05334650c24a1dc2aab366115e312fed24ca5896c0612&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3335913%2F&secure%5Burl_type%5D=linkedin_company_website)  
427 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Digital Marketing Manager, CEO
- **Top Industries:** Marketing and Advertising, Retail
- **Company Size:** 55% Small, 35% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Supermetrics to be **easy to use** , efficiently consolidating complex marketing data from various platforms.
- Users appreciate the **robust integrations** of Supermetrics, seamlessly connecting diverse data sources for efficient reporting.
- Users appreciate the **quick and excellent customer support** from Supermetrics, enhancing their overall experience and efficiency.
- Users praise the **easy integrations** of Supermetrics, streamlining connections across platforms for enhanced workflow efficiency.
- Users commend Supermetrics for its **time-saving automation** , which streamlines data extraction and reporting efficiently.

##### Cons

- Users find Supermetrics **expensive** , wishing for more flexible pricing options for the features they use.
- Users face **missing features** in Supermetrics, specifically regarding product feeds and filtering capabilities in Looker Studio.
- Users find the **pricing issues** with Supermetrics challenging, desiring more flexible subscription options for better value.
- Users note **data limitations** in Supermetrics, especially with missing GA4 funnel events and issues with product feeds.
- Users feel restricted by **data limitations** and find support inadequate when facing source connection issues.

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

**["Efficient, Reliable Data Integration and Brilliant Reporting"](https://www.g2.com/survey_responses/supermetrics-review-12588126)**

**Rating:** 4.5/5.0 stars

_— Stefano P._

[Read full review](https://www.g2.com/survey_responses/supermetrics-review-12588126)

**["Makes My Data Studio Reports A Lot More Meaningful"](https://www.g2.com/survey_responses/supermetrics-review-5397555)**

**Rating:** 5.0/5.0 stars

_— Trevor I._

[Read full review](https://www.g2.com/survey_responses/supermetrics-review-5397555)

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

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

### [Alteryx Designer Cloud](https://www.g2.com/products/alteryx-alteryx-designer-cloud/reviews)

Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for anyone who works with data to collaboratively profile, prepare, and pipeline data for analytics and machine learning. Organizations can connect to any data source, across all major cloud data platforms, and integrate Alteryx Analytics Cloud seamlessly into the existing data stack. Designer Cloud provides an interactive, visual user experience with AI/ML-based suggestions to guide users through the exploration and transformation of any dataset.

**Average Rating:** 4.4/5.0

**Total Reviews:** 151

#### How Do G2 Users Rate Alteryx Designer Cloud?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Automation:** 8.9/10 (Category avg: 9.0/10)
- **Scalability:** 8.7/10 (Category avg: 8.7/10)
- **Auditing:** 8.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Alteryx Designer Cloud?

- **Seller:** [Alteryx](https://www.g2.com/sellers/alteryx)
- **Year Founded:** 1997
- **HQ Location:** Irvine, CA
- **Twitter:** @alteryx  
26,149 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ae8a7629c5a6d593caff29361a6ee3fb670df11992dd94a9656c66461078b340&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F903031%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,304 employees on LinkedIn®
- **Ownership:** Private

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Hospital & Health Care
- **Company Size:** 35% Small, 35% Large

#### What Are Recent G2 Reviews of Alteryx Designer Cloud?

**["The Inovation is comming"](https://www.g2.com/survey_responses/alteryx-designer-cloud-review-9632148)**

**Rating:** 4.0/5.0 stars

_— Carlos Alexandre T._

[Read full review](https://www.g2.com/survey_responses/alteryx-designer-cloud-review-9632148)

**["Great way to trick people into learning relational algebra"](https://www.g2.com/survey_responses/alteryx-designer-cloud-review-9652085)**

**Rating:** 4.5/5.0 stars

_— Alexander D._

[Read full review](https://www.g2.com/survey_responses/alteryx-designer-cloud-review-9652085)

#### What Are G2 Users Discussing About Alteryx Designer Cloud?

- [What are data wrangling tools?](https://www.g2.com/discussions/what-are-data-wrangling-tools)
- [Which of the following data sources does Trifacta Enterprise Support?](https://www.g2.com/discussions/which-of-the-following-data-sources-does-trifacta-enterprise-support)
- [Is Trifacta an ETL tool?](https://www.g2.com/discussions/is-trifacta-an-etl-tool) - 1 comment
- [What is Trifacta used for?](https://www.g2.com/discussions/what-is-trifacta-used-for)

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