# Best Reverse ETL Software *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)* Reverse ETL is the process of syncing data from a data warehouse to several business applications. Reverse ETL software is used to pull data from data warehouses or any other central data repository and send this data to third-party integrations, API integrations and tools, pre-built connectors, etc., which can then be used by several teams such as marketing, sales, etc. Reverse ETL is used to power workflows and provide clean, prepared data for several marketing and ad campaigns. Since it syncs real-time data from the warehouse to business applications, teams across an organization can access the right data to make insightful decisions. Tradition [ETL tools](https://www.g2.com/categories/etl-tools) are used to transfer data to or between databases. Reverse ETL, however, is the “reverse" of the ETL process since data is moving out of the data warehouse and into several business applications. To qualify for inclusion in the Reverse ETL category, a product must: - Ensure data sync from a data warehouse (source of truth) to business applications - Support several pre-built connectors to various APIs to facilitate loading data into the applications - Provide a system for detailed logging, auditing, and updates and provide alerts in case of any issues ## Top Reverse ETL Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Workato](https://www.g2.com/products/workato/reviews) | 4.7/5.0 (749 reviews) | No-code reverse ETL with cross-app orchestration | "[Workato helps us building complex integrations at lightning speed.](https://www.g2.com/survey_responses/workato-review-10305521)" | | 2 | [Hightouch](https://www.g2.com/products/hightouch/reviews) | 4.6/5.0 (399 reviews) | Warehouse-to-destination data activation without engineering | "[Transforms CRM Efficiency, Easy for Marketers](https://www.g2.com/survey_responses/hightouch-review-13088885)" | | 3 | [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) | 4.5/5.0 (556 reviews) | Warehouse-to-destination activation without engineering | "[Rock-Solid Reliability, Great Integrations, and Excellent Support](https://www.g2.com/survey_responses/twilio-segment-review-12156555)" | | 4 | [Peliqan](https://www.g2.com/products/peliqan/reviews) | 4.8/5.0 (82 reviews) | SQL/Python-driven data activation and writeback | "[Repetable agent setup per client.](https://www.g2.com/survey_responses/peliqan-review-13112554)" | | 5 | [Matia](https://www.g2.com/products/matia/reviews) | 4.9/5.0 (32 reviews) | Reverse ETL with unified pipeline observability | "[Excellent tooling backed by a highly supportive team](https://www.g2.com/survey_responses/matia-review-12338799)" | | 6 | [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews) | 4.7/5.0 (120 reviews) | Cross-system sales and finance data synchronization | "[Boomi Data Integration: Fast, Reliable Integrations at Scale](https://www.g2.com/survey_responses/boomi-data-integration-review-12546768)" | | 7 | [Weld](https://www.g2.com/products/weld-weld/reviews) | 4.8/5.0 (105 reviews) | Warehouse-to-SaaS activation with unified ETL modeling | "[Easy to Use, Better Performance at a Better Cost](https://www.g2.com/survey_responses/weld-review-13107108)" | | 8 | [FME Platform](https://www.g2.com/products/fme-platform/reviews) | 4.6/5.0 (124 reviews) | No-code geospatial ETL with multi-format delivery | "[Powerful Automation and Workflow with Fast Onboarding](https://www.g2.com/survey_responses/fme-platform-review-13115305)" | | 9 | [Skyvia](https://www.g2.com/products/skyvia/reviews) | 4.8/5.0 (331 reviews) | No-code warehouse-to-CRM reverse sync | "[Straightforward data integration that reduced manual maintenance across our cloud systems](https://www.g2.com/survey_responses/skyvia-review-13091652)" | | 10 | [GrowthLoop](https://www.g2.com/products/growthloop/reviews) | 4.7/5.0 (110 reviews) | No-code warehouse-to-destination audience activation | "[GrowthLoop Empowers Marketing to Build Audiences Fast—with Seamless SFMC Integration](https://www.g2.com/survey_responses/growthloop-review-12891263)" | ## G2 Grid® for Reverse ETL Software ![G2 Grid® for Reverse ETL Software plotting products by satisfaction and market presence](https://www.g2.com/categories/reverse-etl/grids.png?focus%5B%5D=15884&focus%5B%5D=163101&focus%5B%5D=14851&focus%5B%5D=1292276&focus%5B%5D=1404766&focus%5B%5D=76173&focus%5B%5D=152248&focus%5B%5D=8076) Highlighted products: Workato, Hightouch, Twilio Segment, Peliqan, Matia, Boomi Data Integration, Weld, and FME Platform. Underlying data: [Grid® JSON](https://www.g2.com/categories/reverse-etl/grids.json?focus%5B%5D=workato&focus%5B%5D=hightouch&focus%5B%5D=twilio-segment&focus%5B%5D=peliqan&focus%5B%5D=matia&focus%5B%5D=boomi-data-integration&focus%5B%5D=weld-weld&focus%5B%5D=fme-platform) ## How Many Reverse ETL Software Products Does G2 Track? **Total Products under this Category:** 43 ### Category Stats (Jul 2026) - **Average Rating**: 4.59/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: MessageGears Platform (+0.22%) - Among all products in this category, MessageGears Platform recorded the largest rating increase compared to last month *Last updated: July 19, 2026* ## How Does G2 Rank Reverse ETL Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 3,800+ Authentic Reviews - 43+ 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. ## Which Reverse ETL Software Is Best for Your Use Case? - **Leader:** [Workato](https://www.g2.com/products/workato/reviews) - **Highest Performer:** [Peliqan](https://www.g2.com/products/peliqan/reviews) - **Easiest to Use:** [Matia](https://www.g2.com/products/matia/reviews) - **Top Trending:** [Hightouch](https://www.g2.com/products/hightouch/reviews) - **Best Free Software:** [Hightouch](https://www.g2.com/products/hightouch/reviews) --- **Sponsored** ### CData Sync Unlike volume-based tools with unpredictable pricing, CData Sync offers a single platform for ETL and reverse ETL, with full deployment flexibility and fixed, scalable pricing—so your costs don’t balloon as your data grows. Connect to 250+ enterprise data sources, including: • Salesforce, Microsoft Dynamics, and SAP • SharePoint, NetSuite, Workday, and QuickBooks • ServiceNow, Xero, Sage Intacct, HubSpot, Marketo, Oracle • …and many more Replicate that data into your preferred destinations, such as: • Snowflake, Databricks, SQL Server, Redshift, OneLake, and others Deploy it your way—on-premises, in your own cloud, or in a private-cloud SaaS model. Getting started is simple: 1. Log in 2. Select your source tables 3.Set your sync interval CData Sync handles the rest, using efficient incremental updates that minimize load on your operational systems. The platform includes: • Point-and-click ETL/ELT/reverse ETL • Change Data Capture (CDC) with no elevated database permissions • Complete data control and custom SQL transformations • dbt integration CData Sync centralizes your automated data flows, giving you full control, faster delivery, and the freedom to scale without hidden fees. Download a 30-day free trial of CData Sync or learn more at: www.cdata.com/sync [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1003341&secure%5Bchosen_at%5D=2026-07-19T08%3A40%3A15Z&secure%5Bdisplayable_resource_id%5D=1181&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1181&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=124922&secure%5Bresource_id%5D=1003341&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Freverse-etl&secure%5Btoken%5D=353bf934a932b6095a34ad1dd63a218c681d7c0bde71fe72db2f8450e89e17c4&secure%5Burl%5D=https%3A%2F%2Fwww.cdata.com%2Fsync%2F%3Futm_source%3Dg2%26utm_medium%3Dsponsored-link%26utm_campaign%3Dsync-clicks-etl-tools&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Reverse ETL Software Products in 2026? ### 1. [Workato](https://www.g2.com/products/workato/reviews) Workato is the #1-rated iPaaS and the leader in Enterprise MCP — the platform enterprises trust to unify integration, automation, and AI in one secure, cloud-native runtime. Trusted by over 12,000 customers including half the Fortune 500, Workato connects every system, process, and data source with 14,000+ pre-built connectors. What sets Workato apart: Enterprise MCP turns proven business processes into governed, agent-ready skills that any AI agent — Claude, ChatGPT, Cursor, or custom-built — can execute safely and predictably. No rip-and-replace required. Whether modernizing legacy integrations or deploying agentic AI at scale, Workato delivers the orchestration, governance, and trust needed in the enterprise. **Average Rating:** 4.7/5.0 **Total Reviews:** 749 **How Do G2 Users Rate Workato?** - **Notifications:** 9.7/10 (Category avg: 8.6/10) - **Observability:** 9.1/10 (Category avg: 8.8/10) - **API Integrations:** 9.5/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Workato?** - **Seller:** [Workato](https://www.g2.com/sellers/workato) - **Company Website:** https://www.workato.com - **Year Founded:** 2013 - **HQ Location:** Mountain View, California - **Twitter:** @Workato (3,641 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3675685 (1,401 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Mid-Market, 33% Enterprise #### What Are Workato's Pros and Cons? **Pros:** - Ease of Use (240 reviews) - Easy Integrations (173 reviews) - Integrations (171 reviews) - Features (156 reviews) - Automation (149 reviews) **Cons:** - Complexity (70 reviews) - Learning Curve (58 reviews) - Data Limitations (55 reviews) - Missing Features (55 reviews) - Steep Learning Curve (48 reviews) ### What Do G2 Reviewers Say About Workato? *AI-generated summary from verified user reviews* **Pros:** - Users find Workato to be **user-friendly and efficient** , allowing easy automation without technical expertise. - Users love the **easy integrations** offered by Workato, making automation between tools simple and efficient. - Users value the **ease of integrations** with Workato, appreciating its user-friendly interface and extensive pre-built connectors. - Users appreciate Workato's **user-friendly design and automation capabilities** , enhancing productivity and simplifying complex workflows. - Users love the **ease of automation** in Workato, saving hours by effortlessly integrating various tools and systems. **Cons:** - Users find the **complexity** of Workato daunting, especially regarding terminology and pricing structures that confuse newcomers. - Users find the **learning curve steep** , with complex workflows and overwhelming onboarding complicating initial use. - Users express frustration over **data limitations** in Workato, hindering email sends and file transfers for larger tasks. - Users find the **limited application library** of Workato restrictive, requiring manual setup for less common integrations. - Users face a **steep learning curve** with Workato, finding onboarding and initial setup quite overwhelming and complex. #### What Are Recent G2 Reviews of Workato? **"[Workato helps us building complex integrations at lightning speed.](https://www.g2.com/survey_responses/workato-review-10305521)"** **Rating:** 5.0/5.0 stars *— Sreenath B.* [Read full review](https://www.g2.com/survey_responses/workato-review-10305521) --- **"[The Platform That Grew With Us](https://www.g2.com/survey_responses/workato-review-12941177)"** **Rating:** 5.0/5.0 stars *— Anshu b.* [Read full review](https://www.g2.com/survey_responses/workato-review-12941177) --- #### What Are G2 Users Discussing About Workato? - [What does Workato do?](https://www.g2.com/discussions/what-does-workato-do) - [How much does Workato cost?](https://www.g2.com/discussions/how-much-does-workato-cost) - 1 comment - [What is a Workato recipe?](https://www.g2.com/discussions/what-is-a-workato-recipe) - 3 comments - [What is Workato used for?](https://www.g2.com/discussions/what-is-workato-used-for) ### 2. [Hightouch](https://www.g2.com/products/hightouch/reviews) Hightouch is the leading data and Agentic Marketing Platform for modern marketing teams. Trusted by brands like Domino’s, Autotrader, cars.com, Superhuman (formerly Grammarly), and PetSmart, Hightouch helps marketers deliver personalized experiences, optimize performance, and move faster with data and AI. With Hightouch, business users can drive revenue, grow brand awareness, and maximize ROI without relying on engineering. Hightouch’s Composable Customer Data Platform (CDP), named a Leader in the 2026 Gartner® Magic Quadrant™ for Customer Data Platforms, collects behavioral data, resolves identities into unified Customer 360 profiles, builds audiences, syncs to 300+ destinations (including leading ad platforms), and measures campaign impact—directly from your cloud data warehouse. On top of this foundation, Hightouch’s Agentic Marketing Platform uses your complete data and all of the context from your marketing and advertising tools to power true end-to-end lifecycle and performance marketing across paid and owned channels. Purpose-built agents help you go from analyzing campaign performance, to ideating new campaigns, to generating creative, to building segments and cross-channel journeys, to activating audiences and optimization signals back into your ad platforms and downstream tools—often in minutes instead of weeks. Hightouch is built for security, compliance, and scale. Your data stays in your environment—Hightouch never becomes a system of record—and the platform meets SOC 2 Type II, HIPAA, ISO-27001, GDPR, CCPA, and Privacy Shield standards, so even the most regulated organizations can confidently use customer data to power marketing. This approach gives global teams a single, trusted foundation for activation while preserving strong governance, clear audit trails, and regional data residency requirements. **Average Rating:** 4.6/5.0 **Total Reviews:** 399 **How Do G2 Users Rate Hightouch?** - **Notifications:** 8.3/10 (Category avg: 8.6/10) - **Observability:** 8.5/10 (Category avg: 8.8/10) - **API Integrations:** 8.9/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Hightouch?** - **Seller:** [Hightouch](https://www.g2.com/sellers/hightouch) - **Company Website:** https://hightouch.com/ - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/hightouchio/ (573 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 63% Mid-Market, 24% Small-Business #### What Are Hightouch's Pros and Cons? **Pros:** - Ease of Use (14 reviews) - Easy Integration (10 reviews) - Easy Setup (8 reviews) - Data Synchronization (7 reviews) - Easy Integrations (7 reviews) **Cons:** - Expensive (4 reviews) - Integration Issues (4 reviews) - Pricing Issues (4 reviews) - Syncing Issues (4 reviews) - Sync Issues (4 reviews) ### What Do G2 Reviewers Say About Hightouch? *AI-generated summary from verified user reviews* **Pros:** - Users find Hightouch to have an **intuitive UI** making data activation and syncing effortless across multiple tools. - Users value the **easy integration** of Hightouch, facilitating seamless data syncing and quick setup for various platforms. - Users commend the **easy setup** of Hightouch, enabling seamless integration and intuitive management of data environments. - Users appreciate the **effortless data synchronization** with Hightouch, enabling quick actions based on real-time information. - Users praise the **easy integrations** of Hightouch that streamline setup and enhance audience segmentation with various platforms. **Cons:** - Users find Hightouch **expensive** , especially for larger volumes, leading to concerns about affordability and cost management. - Users face **integration issues** with Hightouch, particularly in debugging HTTP connectors and safeguarding against user errors. - Users express concerns over **pricing issues** due to unexpected cost increases and lack of clear communication. - Users experience **syncing issues** with unclear error messages, complicating data transfer between platforms like Snowflake and Salesforce. - Users often experience **sync issues** with Hightouch, facing unclear error messages during data synchronization. #### What Are Recent G2 Reviews of Hightouch? **"[Hightouch Speeds Insight-to-Execution for Scalable Personalization and Experiments](https://www.g2.com/survey_responses/hightouch-review-12955025)"** **Rating:** 5.0/5.0 stars *— Josh M.* [Read full review](https://www.g2.com/survey_responses/hightouch-review-12955025) --- **"[Transforms CRM Efficiency, Easy for Marketers](https://www.g2.com/survey_responses/hightouch-review-13088885)"** **Rating:** 4.5/5.0 stars *— Ivet N.* [Read full review](https://www.g2.com/survey_responses/hightouch-review-13088885) --- #### What Are G2 Users Discussing About Hightouch? - [What is Hightouch used for?](https://www.g2.com/discussions/what-is-hightouch-used-for) - 1 comment ### 3. [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) Twilio Segment is the world’s leading Customer Data Platform (CDP). Our platform provides companies with the data foundation that they need to put their customers at the heart of every decision. Using Segment, companies can collect, unify and route their customer data into any system where it’s needed to better understand their customers and create seamless, compelling experiences in real-time. Thousands of companies, including Intuit, FOX, Instacart, and Levi’s use Segment to make real-time decisions, accelerate growth and deliver world-class customer experiences. For more information, visit https://segment.com. **Average Rating:** 4.5/5.0 **Total Reviews:** 556 **How Do G2 Users Rate Twilio Segment?** - **Notifications:** 8.7/10 (Category avg: 8.6/10) - **Observability:** 6.7/10 (Category avg: 8.8/10) - **API Integrations:** 7.8/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.9/10 (Category avg: 8.9/10) **Who Is the Company Behind Twilio Segment?** - **Seller:** [Twilio](https://www.g2.com/sellers/twilio) - **Year Founded:** 2008 - **HQ Location:** San Francisco, CA - **Twitter:** @twilio (81,644 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/twilio-inc-/ (6,678 employees on LinkedIn®) - **Ownership:** NYSE: TWLO **Who Uses This Product?** - **Who Uses This:** Product Manager, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 42% Small-Business #### What Are Twilio Segment's Pros and Cons? **Pros:** - Easy Integration (5 reviews) - Easy Integrations (5 reviews) - Ease of Use (4 reviews) - Easy Setup (4 reviews) - Integration Capabilities (4 reviews) **Cons:** - Expensive (4 reviews) - Pricing Issues (3 reviews) - Learning Curve (2 reviews) - Poor Customer Support (2 reviews) - Poor Interface Design (2 reviews) ### What Do G2 Reviewers Say About Twilio Segment? *AI-generated summary from verified user reviews* **Pros:** - Users love the **easy integration** with multiple platforms, enabling seamless data transfer without engineering effort. - Users appreciate the **easy integrations** with various platforms, simplifying data sharing without needing engineering skills. - Users appreciate the **ease of use** of Twilio Segment, with straightforward setup and seamless integration of data sources. - Users appreciate the **easy setup** of Twilio Segment, making integration with multiple data sources straightforward and efficient. - Users value the **seamless integration capabilities** of Twilio Segment, simplifying data connectivity across multiple platforms. **Cons:** - Users feel that Twilio Segment is **expensive** , particularly regarding implementation and ongoing costs, making it hard to recommend. - Users find the **pricing issues** of Twilio Segment a significant barrier, especially with the high costs involved. - Users face a **high learning curve** with Twilio Segment, complicating implementation and causing long-term challenges. - Users express frustration over **poor customer support** and a steep learning curve, hindering their overall experience with Segment. - Users face challenges due to **poor interface design** , impacting reporting, audience creation, and overall usability of Segment. #### What Are Recent G2 Reviews of Twilio Segment? **"[Super Clean Interface for Easy Third-Party Script Management](https://www.g2.com/survey_responses/twilio-segment-review-12470532)"** **Rating:** 4.0/5.0 stars *— Tim C.* [Read full review](https://www.g2.com/survey_responses/twilio-segment-review-12470532) --- **"[Rock-Solid Reliability, Great Integrations, and Excellent Support](https://www.g2.com/survey_responses/twilio-segment-review-12156555)"** **Rating:** 5.0/5.0 stars *— André F.* [Read full review](https://www.g2.com/survey_responses/twilio-segment-review-12156555) --- #### What Are G2 Users Discussing About Twilio Segment? - [What is Segment used for?](https://www.g2.com/discussions/segment-what-is-segment-used-for) - 1 comment - [Is segment an ETL tool?](https://www.g2.com/discussions/is-segment-an-etl-tool) - 1 comment - [What is segment used for?](https://www.g2.com/discussions/what-is-segment-used-for) - 1 comment - [What is segment platform?](https://www.g2.com/discussions/what-is-segment-platform) - [What is segment software?](https://www.g2.com/discussions/what-is-segment-software) ### 4. [Peliqan](https://www.g2.com/products/peliqan/reviews) Peliqan.io is an all-in-one AI-first data integration and automation platform designed for business teams, scale-ups and consultants. Unlike traditional data tools that demand heavy engineering effort, Peliqan enables both business users and technical teams to connect, manage, and activate their data in one collaborative environment - without requiring a dedicated data engineer. With 300+ built-in connectors, Peliqan connects to databases, SaaS business applications (ERP, CRM, Accounting, HRM/ATS etc.), cloud storage, files and APIs as well as on-prem data sources. New connectors are available on demand within 5 business days. Peliqan offers one-click ELT pipelines to the built-in data warehouse, or you can bring your own data warehouse. Peliqan supports all major data warehouses. Thanks to Peliqan’s Excel add-in, business users and consultants can work with real-time data in Excel. Analysts and power users can use Peliqan’s advanced SQL editor with the support of an AI assistant to transform data and prepare business-ready data sets, which can be used in any BI tool such as Microsoft Power BI, Metabase, Tableau, Qlik, Looker etc. Users can also set up Reverse ETL flows. Developers can go even further with Peliqan’s low-code environment, with a built-in virtual AI Data Engineer, where they can: - Build & Publish interactive data apps - Automate writebacks into source systems - Publish API endpoints for data sharing - Implement custom pipelines - Build out internal AI Agents By empowering business users, analysts, consultants and developers, Peliqan dramatically reduces reliance on IT support and speeds up decision-making. Peliqan is not just an ELT data pipeline tool, it’s a complete solution for data orchestration, automation, and activation. Peliqan also acts as the data foundation for Agentic AI, ensuring that AI agents work with trusted, up-to-date 360° views of customers, products, orders, and more - at the speed of a cloud data warehouse. Peliqan’s data warehouse provides an AI-ready data layer out-of-the-box including: - Automatic vectorizing of structured and non-structured data for RAG (Retrieval-Augmented Generation) - Text-to-SQL - MCP Gateway In today’s landscape, a data warehouse is no longer just for BI - it’s the foundation for both BI and AI. With Peliqan.io, organizations can integrate, analyze, and activate their data seamlessly, empowering both humans and AI agents to make smarter, faster decisions. **Average Rating:** 4.8/5.0 **Total Reviews:** 82 **How Do G2 Users Rate Peliqan?** - **Notifications:** 8.6/10 (Category avg: 8.6/10) - **Observability:** 8.8/10 (Category avg: 8.8/10) - **API Integrations:** 9.4/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Peliqan?** - **Seller:** [Peliqan](https://www.g2.com/sellers/peliqan) - **Company Website:** https://peliqan.io - **Year Founded:** 2022 - **HQ Location:** Gent - **Twitter:** @Peliqan_io (9 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/peliqan-data (29 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 45% Small-Business, 43% Mid-Market #### What Are Peliqan's Pros and Cons? **Pros:** - Ease of Use (45 reviews) - Integrations (43 reviews) - Easy Integrations (37 reviews) - Connectors (36 reviews) - Data Management (36 reviews) **Cons:** - Learning Difficulty (18 reviews) - Required Technical Skills (12 reviews) - Feature Limitations (10 reviews) - Learning Curve (10 reviews) - Steep Learning Curve (9 reviews) ### What Do G2 Reviewers Say About Peliqan? *AI-generated summary from verified user reviews* **Pros:** - Users highly value the **ease of use** of Peliqan, enabling effortless integration and smooth data management processes. - Users value the **effortless integration** capabilities of Peliqan, enhancing automation and real-time data access without complexity. - Users appreciate the **easy integrations** of Peliqan, which streamline workflows and enhance overall productivity. - Users benefit from **200+ pre-built connectors** , streamlining client onboarding and creating efficient data transformations across platforms. - Users value the **easy data replication and integration** features of Peliqan, enhancing their overall data management experience. **Cons:** - Users find the **learning difficulty** of Peliqan challenging, especially requiring technical skills for effective use. - Users find Peliqan to be **non-tech friendly** , requiring technical skills for data transformations and report distribution. - Users face **feature limitations** in Peliqan, needing custom connectors and additional tools for comprehensive BI capabilities. - Users find that the **learning curve** for Peliqan is steep, requiring expertise for effective setup and usage. - Users find a **steep learning curve** , especially for non-tech individuals needing assistance to get started. #### What Are Recent G2 Reviews of Peliqan? **"[Python data apps replaced our scripts](https://www.g2.com/survey_responses/peliqan-review-13077269)"** **Rating:** 5.0/5.0 stars *— Shailesh Kumar Y.* [Read full review](https://www.g2.com/survey_responses/peliqan-review-13077269) --- **"[Repetable agent setup per client.](https://www.g2.com/survey_responses/peliqan-review-13112554)"** **Rating:** 5.0/5.0 stars *— Priya Ranjan K.* [Read full review](https://www.g2.com/survey_responses/peliqan-review-13112554) --- ### 5. [Matia](https://www.g2.com/products/matia/reviews) Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data, instead of their tools. Matia combines ingestion, reverse ETL, data cataloging, and observability into a single, unified interface. Rather than stitching together multiple tools for data movement, observability, and metadata tracking, teams use Matia to streamline their workflow, reduce vendor bloat, and improve data trust across the organization. Common use cases include syncing operational data into warehouse destinations, monitoring pipeline health with built-in alerts, documenting data assets automatically, and aligning data delivery with business-critical SLAs. Teams adopt Matia to simplify their stack, reduce engineering overhead, and create more transparent, reliable data infrastructure. **Average Rating:** 4.9/5.0 **Total Reviews:** 32 **How Do G2 Users Rate Matia?** - **Notifications:** 9.7/10 (Category avg: 8.6/10) - **Observability:** 9.2/10 (Category avg: 8.8/10) - **API Integrations:** 9.8/10 (Category avg: 9.1/10) - **Ease of Admin:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Matia?** - **Seller:** [Matia](https://www.g2.com/sellers/matia) - **Company Website:** https://www.matia.io - **Year Founded:** 2023 - **HQ Location:** Miami, US - **LinkedIn® Page:** http://linkedin.com/company/matia-data (54 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Computer Software - **Company Size:** 59% Mid-Market, 25% Small-Business #### What Are Matia's Pros and Cons? **Pros:** - Customer Support (20 reviews) - Ease of Use (15 reviews) - Features (14 reviews) - Implementation Ease (10 reviews) - Easy Integrations (9 reviews) **Cons:** - Limited Connectors (4 reviews) - Not User-Friendly (3 reviews) - Poor UI (3 reviews) - Limited Features (2 reviews) - Limited Integration (2 reviews) ### What Do G2 Reviewers Say About Matia? *AI-generated summary from verified user reviews* **Pros:** - Users praise Matia's **exceptional customer support** , highlighting its quick response and effective troubleshooting for data operations. - Users find Matia incredibly **easy to use** with streamlined setups and excellent support for pipeline creation. - Users commend Matia for its **outstanding support and intuitive UI** , making data integration and syncing exceptionally easy. - Users find **Matia's implementation ease** remarkable, with quick responses and seamless integration into existing workflows. - Users highlight the **easy integrations** of Matia, allowing seamless setup and collaboration within existing systems. **Cons:** - Users note the **limited connectors** available in Matia, though the team is responsive to integration requests. - Users find Matia's **user interface unintuitive** , leading to frustrations and slower performance with numerous integrations. - Users find the **UI to be unintuitive and sluggish** , impacting overall user experience and efficiency. - Users note **limited features** in Matia compared to competitors, but appreciate the team’s quick responses and support. - Users note the **limited integration options** of Matia, wishing for more data connections for enhanced functionality. #### What Are Recent G2 Reviews of Matia? **"[Excellent tooling backed by a highly supportive team](https://www.g2.com/survey_responses/matia-review-12338799)"** **Rating:** 5.0/5.0 stars *— Verified User in Security and Investigations* [Read full review](https://www.g2.com/survey_responses/matia-review-12338799) --- **"[Seamless Transition, Outstanding Value](https://www.g2.com/survey_responses/matia-review-12570399)"** **Rating:** 5.0/5.0 stars *— Jonah J.* [Read full review](https://www.g2.com/survey_responses/matia-review-12570399) --- ### 6. [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews) Rivery's SaaS platform provides a unified solution for ELT pipelines, workflow orchestration, and data operations. Achieve more with less and create the most efficient, scalable data stack for your organization. Some of Rivery's features and capabilities: - Completely Automated SaaS Platform: Get setup and start connecting data in the Rivery platform in just a few minutes with little to no maintenance required. - Unified Data Ingestion, Transformation, & Orchestration: 100% data source capability, insight-ready data with both SQL and Python transformations, and complete workflow automation. - 200+ Native Connectors: Instantly connect to applications, databases, file storage options, and data warehouses with our fully-managed and always up-to-date connectors, including BigQuery, Redshift, Shopify, Snowflake, Amazon S3, Firebolt, Databricks, Salesforce, MySQL, PostgreSQL, and Rest API to name just a few. - Python Support: Have a data source that requires custom code? With Rivery’s native Python support, you can pull data from any system, no matter how complex the need. - Change Data Capture/Data Replication: Rivery’s best-in-class CDC support provides an easy, reliable and fast solution for replicating data from a database to your data warehouse. - 1-Click Data Apps: With Rivery Kits, deploy complete, production-level workflow templates in minutes with data models, pipelines, transformations, table schemas, and orchestration logic already defined for you based on best practices. - Data Development Lifecycle Support: Separate walled-off environments for each stage of your development, from dev and staging to production, making it easier to move fast without breaking things. Get version control, API, & CLI included. - Data Operations: With Rivery, you get centralized logging & reporting, monitoring & alerts, and data quality as part of a robust data operations layer for your data pipelines. - Solution-Led Support: Consistently rated the best support by G2, receive engineering-led assistance from Rivery to facilitate all your data needs. - Data Security: Industry-leading security and enterprise-grade privacy standards are built into Rivery’s network, product, and policies. **Average Rating:** 4.7/5.0 **Total Reviews:** 120 **How Do G2 Users Rate Boomi Data Integration?** - **Notifications:** 8.6/10 (Category avg: 8.6/10) - **Observability:** 9.2/10 (Category avg: 8.8/10) - **API Integrations:** 9.0/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind Boomi Data Integration?** - **Seller:** [Boomi](https://www.g2.com/sellers/boomi) - **Year Founded:** 2000 - **HQ Location:** Conshohocken, PA - **Twitter:** @boomi (101,014 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/boomi-inc/ (3,024 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 42% Mid-Market, 36% Small-Business #### What Are Boomi Data Integration's Pros and Cons? **Pros:** - Ease of Use (5 reviews) - Customer Support (4 reviews) - Data Management (4 reviews) - Automation (3 reviews) - Implementation Ease (3 reviews) **Cons:** - Data Limitations (1 reviews) - Information Deficiency (1 reviews) - Insufficient Information (1 reviews) - Lacking Features (1 reviews) - Limited Features (1 reviews) ### What Do G2 Reviewers Say About Boomi Data Integration? *AI-generated summary from verified user reviews* **Pros:** - Users value the **user-friendly interface** of Boomi Data Integration, making it easy to learn and implement. - Users commend the **excellent customer support** of Boomi Data Integration, enhancing their implementation and overall experience. - Users value the **wide range of connectors** in Boomi Data Integration, simplifying data connection and reporting across platforms. - Users value the **automation capabilities** of Boomi Data Integration, significantly enhancing their ETL processes and workflow efficiency. - Users appreciate the **ease of implementation** with Boomi Data Integration, highlighting user-friendliness and excellent support during setup. **Cons:** - Users face **data limitations** with Boomi Data Integration, often lacking necessary fields and documentation when connecting to sources. - Users often face **information deficiency** due to missing documentation and unavailable fields, complicating their data integration efforts. - Users experience **insufficient information** when connecting to data sources, leading to challenges in accessing necessary fields. - Users find Boomi Data Integration **lacking features** , often facing missing documentation and unavailable report fields during data connections. - Users find the **limited features** of Boomi Data Integration frustrating, as necessary fields in reports may be unavailable. #### What Are Recent G2 Reviews of Boomi Data Integration? **"[Boomi Data Integration: Fast, Reliable Integrations at Scale](https://www.g2.com/survey_responses/boomi-data-integration-review-12546768)"** **Rating:** 5.0/5.0 stars *— Takkellapati S.* [Read full review](https://www.g2.com/survey_responses/boomi-data-integration-review-12546768) --- **"[Actual review of ELT Tool Rivery](https://www.g2.com/survey_responses/boomi-data-integration-review-10179408)"** **Rating:** 5.0/5.0 stars *— Amit K.* [Read full review](https://www.g2.com/survey_responses/boomi-data-integration-review-10179408) --- #### What Are G2 Users Discussing About Boomi Data Integration? - [What advice do you have for others considering Rivery for data integration and pipeline management?](https://www.g2.com/discussions/what-advice-do-you-have-for-others-considering-rivery-for-data-integration-and-pipeline-management) - [What is the use of Rivery?](https://www.g2.com/discussions/what-is-the-use-of-rivery) - 2 comments - [How much does Rivery cost?](https://www.g2.com/discussions/how-much-does-rivery-cost) - 1 comment - [What does Rivery do?](https://www.g2.com/discussions/what-does-rivery-do) - 1 comment ### 7. [Weld](https://www.g2.com/products/weld-weld/reviews) Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy data pipelines in minutes with connectors that adapt to schema changes, detect duplicates, self-heal on failure, and run without maintenance, so your data team can focus on insights, not infrastructure. **Average Rating:** 4.8/5.0 **Total Reviews:** 105 **How Do G2 Users Rate Weld?** - **Notifications:** 8.7/10 (Category avg: 8.6/10) - **Observability:** 9.0/10 (Category avg: 8.8/10) - **API Integrations:** 8.3/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind Weld?** - **Seller:** [Weld](https://www.g2.com/sellers/weld-733aad41-2e36-4f42-9349-7d847f41d873) - **Company Website:** https://weld.app/ - **Year Founded:** 2021 - **HQ Location:** Copenhagen, DK - **Twitter:** @WeldHQ (98 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/weldhq/ (91 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Computer Software, Retail - **Company Size:** 58% Small-Business, 41% Mid-Market #### What Are Weld's Pros and Cons? **Pros:** - Customer Support (10 reviews) - Ease of Use (9 reviews) - Automation (8 reviews) - Features (7 reviews) - Implementation Ease (7 reviews) **Cons:** - Limited Connectors (5 reviews) - Feature Limitations (3 reviews) - Limited Integrations (3 reviews) - Complex Setup (2 reviews) - Connection Issues (2 reviews) ### What Do G2 Reviewers Say About Weld? *AI-generated summary from verified user reviews* **Pros:** - Users rave about the **exceptional customer support** at Weld, resolving issues quickly and enhancing overall experience. - Users appreciate the **ease of use** with Weld, finding it simple to implement and integrate into their workflows. - Users value the **automation capabilities** of Weld, significantly enhancing data integration and analysis efficiency. - Users praise the **exceptional customer support** and ease of setup, significantly enhancing their experience with Weld. - Users find the **implementation ease** of Weld exceptional, allowing for quick setup and streamlined BI operations. **Cons:** - Users find the **limited connectors** in Weld's basic plan somewhat restrictive, though upgrades are available for more options. - Users find the **limited connectors** in the basic plan a bit restrictive despite the expanding catalogue. - Users find Weld's **limited integrations** somewhat frustrating, especially with the restrictions on connectors in the basic plan. - Users find the **complex setup** challenging, especially when debugging intricate queries in their data processes. - Users experience occasional **connection issues** with Weld, requiring attention to ensure stable data extraction. #### What Are Recent G2 Reviews of Weld? **"[Seamless ETL with Stellar Support](https://www.g2.com/survey_responses/weld-review-12858335)"** **Rating:** 5.0/5.0 stars *— Edward S.* [Read full review](https://www.g2.com/survey_responses/weld-review-12858335) --- **"[Easy to Use, Better Performance at a Better Cost](https://www.g2.com/survey_responses/weld-review-13107108)"** **Rating:** 5.0/5.0 stars *— Gabriel A.* [Read full review](https://www.g2.com/survey_responses/weld-review-13107108) --- ### 8. [FME Platform](https://www.g2.com/products/fme-platform/reviews) FME, made by Safe Software, is the only All-Data, Any-AI Enterprise Integration Platform connecting all your data, applications, and AI services. All Data Velocities - Whether it’s batch, event, or stream processing, FME delivers you no-code business orchestration and automation. All Data Locations - Wherever your data is - in the cloud, on-premises, or both - FME matches your data landscape with processing, increasing scalability, agility, and security. All Data Types - From databases to business systems to IoT, you name it, we connect it. As the only integration platform with support for spatial data, FME delivers new insights so you can make better decisions and stay ahead of the competition. Any AI Technology - Power your workflows with the right data at the right time regardless of modality, location or data velocity. FME powers real-time, context-aware automation, scaling AI where and how you need it. **Average Rating:** 4.6/5.0 **Total Reviews:** 124 **How Do G2 Users Rate FME Platform?** - **Notifications:** 9.4/10 (Category avg: 8.6/10) - **Observability:** 7.8/10 (Category avg: 8.8/10) - **API Integrations:** 8.3/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.8/10 (Category avg: 8.9/10) **Who Is the Company Behind FME Platform?** - **Seller:** [Safe Software](https://www.g2.com/sellers/safe-software) - **Company Website:** https://fme.safe.com/ - **Year Founded:** 1993 - **HQ Location:** British Columbia, Canada - **Twitter:** @SafeSoftware (4,972 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/50027/ (346 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, GIS Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Mid-Market, 30% Small-Business #### What Are FME Platform's Pros and Cons? **Pros:** - Ease of Use (33 reviews) - Data Management (19 reviews) - Automation (18 reviews) - Features (16 reviews) - Data Transformation (15 reviews) **Cons:** - Complexity (10 reviews) - Expensive (10 reviews) - Learning Curve (7 reviews) - Difficult Learning (6 reviews) - Pricing Issues (6 reviews) ### What Do G2 Reviewers Say About FME Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of FME Platform, making data workflows simple and efficient to manage. - Users appreciate the **seamless data handling and integration** of FME Platform, enhancing workflow automation and efficiency. - Users value the **automation capabilities** of FME Platform, significantly boosting productivity and streamlining data workflows. - Users praise FME Platform for its **exceptional interoperability** , efficiently transforming diverse data formats in automation workflows. - Users value the **flexible data transformation capabilities** of FME Platform, enhancing their workflow with impressive automation and interoperability. **Cons:** - Users struggle with the **complexity** of FME Platform, particularly in automation and UI navigation during high-pressure situations. - Users express concern over the **expensive pricing model** of FME Platform, making it challenging for smaller teams to invest. - Users struggle with a **steep learning curve** , finding the UI daunting and onboarding others a significant challenge. - Users find the **steep learning curve** of FME Platform challenging, making navigation and understanding the software difficult. - Users express concerns about **pricing issues** with FME Platform, feeling it's too expensive for smaller teams and individuals. #### What Are Recent G2 Reviews of FME Platform? **"[Powerful Automation and Workflow with Fast Onboarding](https://www.g2.com/survey_responses/fme-platform-review-13115305)"** **Rating:** 4.5/5.0 stars *— Konjengbam M.* [Read full review](https://www.g2.com/survey_responses/fme-platform-review-13115305) --- **"[FME Saves Time with Powerful GIS ETL and Automation](https://www.g2.com/survey_responses/fme-platform-review-12863747)"** **Rating:** 4.5/5.0 stars *— Denise G.* [Read full review](https://www.g2.com/survey_responses/fme-platform-review-12863747) --- #### What Are G2 Users Discussing About FME Platform? - [What does FME stand for in FME Server?](https://www.g2.com/discussions/what-does-fme-stand-for-in-fme-server) - [Is FME an ETL?](https://www.g2.com/discussions/is-fme-an-etl) - [What is FME process?](https://www.g2.com/discussions/what-is-fme-process) - [What is FME software used for?](https://www.g2.com/discussions/what-is-fme-software-used-for) ### 9. [Skyvia](https://www.g2.com/products/skyvia/reviews) Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and much more. Benefits of Using Skyvia: • Cost efficiency: With affordable, flexible pricing plans for each product, Skyvia suites for businesses of any size. • Ease of Use: Based on extensive customer feedback, ease of use is Skyvia's strongest quality. • Flexibility: Skyvia provides adaptable, no-code integration tools for both basic and advanced business scenarios. • Trust: Skyvia is trusted by thousands of data-driven organizations around the globe. With a vast library of 200+ connectors, Skyvia provides seamless integration among various cloud applications, databases, and data warehouses, including Salesforce, Dynamics CRM, QuickBooks Online, SQL Server, Amazon Redshift, Google BigQuery, and others. **Average Rating:** 4.8/5.0 **Total Reviews:** 331 **How Do G2 Users Rate Skyvia?** - **Notifications:** 1.7/10 (Category avg: 8.6/10) - **Observability:** 7.5/10 (Category avg: 8.8/10) - **API Integrations:** 6.7/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.4/10 (Category avg: 8.9/10) **Who Is the Company Behind Skyvia?** - **Seller:** [Devart](https://www.g2.com/sellers/devart) - **Year Founded:** 1997 - **HQ Location:** Wilmington, Delaware, USA - **Twitter:** @DevartSoftware (1,736 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/800325/ (252 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, CTO - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 53% Small-Business, 43% Mid-Market #### What Are Skyvia's Pros and Cons? **Pros:** - Ease of Use (46 reviews) - Easy Integrations (33 reviews) - Easy Setup (30 reviews) - Setup Ease (29 reviews) - Integrations (26 reviews) **Cons:** - Information Deficiency (8 reviews) - Difficult Setup (7 reviews) - Learning Curve (7 reviews) - Poor Documentation (7 reviews) - Setup Difficulty (7 reviews) ### What Do G2 Reviewers Say About Skyvia? *AI-generated summary from verified user reviews* **Pros:** - Users find Skyvia's **ease of use** remarkable, highlighting its intuitive interface for seamless data integration. - Users appreciate the **easy integrations** with a low-code interface, making complex data connections effortless and efficient. - Users highlight the **easy setup** of Skyvia, finding it intuitive and hassle-free for seamless data integration. - Users find the **initial setup easy** , enabling quick integrations without requiring coding skills or developer involvement. - Users appreciate the **easy integrations** Skyvia offers, enabling quick connections across multiple systems effortlessly and intuitively. **Cons:** - Users highlight a need for **expanded documentation and more detailed logs** to improve troubleshooting and job tracking. - Users find the **difficult setup** of Skyvia challenging due to its outdated interface and complex configurations. - Users find the **learning curve steep** due to complex configurations and a dense interface that requires time to master. - Users find the **poor documentation** of Skyvia lacking real-world examples, making integrations more complex and less intuitive. - Users find the **setup difficulty** with Skyvia can be complex, requiring time and effort for configuration and field mapping. #### What Are Recent G2 Reviews of Skyvia? **"[Practical no-code data integration that reduced manual reporting work](https://www.g2.com/survey_responses/skyvia-review-13091619)"** **Rating:** 5.0/5.0 stars *— Aron G.* [Read full review](https://www.g2.com/survey_responses/skyvia-review-13091619) --- **"[Straightforward data integration that reduced manual maintenance across our cloud systems](https://www.g2.com/survey_responses/skyvia-review-13091652)"** **Rating:** 5.0/5.0 stars *— Paul M.* [Read full review](https://www.g2.com/survey_responses/skyvia-review-13091652) --- #### What Are G2 Users Discussing About Skyvia? - [What is Skyvia used for?](https://www.g2.com/discussions/what-is-skyvia-used-for) - 1 comment ### 10. [GrowthLoop](https://www.g2.com/products/growthloop/reviews) GrowthLoop is an agentic Composable CDP. It drives compound marketing growth by accelerating the marketing cycle, using Agentic AI powered by your first-party data. It accelerates today’s slow marketing cycles, where manual processes are required to build audiences, customer journeys, channel plans and performance reports, leading to slow iterations and slow growth. GrowthLoop’s Agentic AI uses an organization’s first-party data – their customer, business and marketing data – to: Propose audiences, customer journeys and channels for campaigns Execute those campaigns under marketing’s direction. Learn from the performance data and continuously improve. Marketing controls this process: it sets objectives up front, and approves and edits recommendations throughout. We call this ‘Compound Marketing.’ With compound marketing, CMOs improve and accelerate their marketing cycles with agentic AI trained on their first-party data - leading to fast iterations and rapidly compounding growth. Join thousands of enterprise marketers & data teams who trust GrowthLoop and compound marketing to accelerate their growth. Learn more at GrowthLoop.com **Average Rating:** 4.7/5.0 **Total Reviews:** 110 **How Do G2 Users Rate GrowthLoop?** - **Notifications:** 8.3/10 (Category avg: 8.6/10) - **Observability:** 8.6/10 (Category avg: 8.8/10) - **API Integrations:** 9.4/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.3/10 (Category avg: 8.9/10) **Who Is the Company Behind GrowthLoop?** - **Seller:** [GrowthLoop (Flywheel Software)](https://www.g2.com/sellers/growthloop-flywheel-software) - **Company Website:** https://www.growthloop.com/ - **Year Founded:** 2015 - **HQ Location:** San Francisco, US - **Twitter:** @growthloop (70 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/growthloop-co/ (82 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Sports, Marketing and Advertising - **Company Size:** 59% Enterprise, 32% Mid-Market #### What Are GrowthLoop's Pros and Cons? **Pros:** - Customer Support (11 reviews) - Ease of Use (8 reviews) - Time Efficiency (7 reviews) - Easy Creation (6 reviews) - Features (5 reviews) **Cons:** - Slow Performance (5 reviews) - Data Management (3 reviews) - Error Reporting (3 reviews) - Integration Difficulties (3 reviews) - Learning Curve (3 reviews) ### What Do G2 Reviewers Say About GrowthLoop? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **responsive customer support** from GrowthLoop, enhancing efficiency and implementation with quick assistance and tailored features. - Users find GrowthLoop to be extremely **easy to use** , enabling quick training and efficient data management for all team members. - Users value the **time efficiency** of GrowthLoop, completing tasks in minutes instead of hours, streamlining their workflow. - Users value the **easy creation and integration** features of GrowthLoop, streamlining their data management efficiently. - Users praise GrowthLoop for its **efficient audience creation** and outstanding support, enhancing personalization efforts seamlessly. **Cons:** - Users experience **slow performance** with occasional lags affecting workflows and syncing, complicating campaign execution. - Users note the **lack of export options** in GrowthLoop, which can hinder data management and analysis capabilities. - Users experience **lack of notifications for filter errors** , impacting audience volumes and complicating their search process. - Users face **integration difficulties** , particularly with data systems, which hinders effective usage of GrowthLoop. - Users find the **learning curve challenging** , often needing more guidance to effectively configure dataset setups in GrowthLoop. #### What Are Recent G2 Reviews of GrowthLoop? **"[GrowthLoop Empowers Marketing to Build Audiences Fast—with Seamless SFMC Integration](https://www.g2.com/survey_responses/growthloop-review-12891263)"** **Rating:** 5.0/5.0 stars *— Isabel B.* [Read full review](https://www.g2.com/survey_responses/growthloop-review-12891263) --- **"[Audience segmentation has never been easier](https://www.g2.com/survey_responses/growthloop-review-7768771)"** **Rating:** 5.0/5.0 stars *— Andrew G.* [Read full review](https://www.g2.com/survey_responses/growthloop-review-7768771) --- ### 11. [RudderStack](https://www.g2.com/products/rudderstack/reviews) RudderStack’s agentic CDP enables you to collect, unify, and activate customer data from an integrated platform that wraps around your data warehouse as the system of record. Our infrastructure is battle tested with proven reliability at peak loads up to 1M events/second and 99.95% uptime. Proactive governance tools enable you to enforce data quality and compliance in pipeline, so downstream systems always get activation ready data. And our AI capabilities transform both how you work with customer data and what you can do with it. With RudderStack, your whole business can trust and use customer data. Data teams ship faster, business teams self-serve rich customer context, and agents consistently deliver powerful, privacy safe experiences. Over 30,000 sites and apps run RudderStack including Crate & Barrel, Foot Locker, Glassdoor, Stripe, Allbirds, and more. RudderStack acquired Blendo in 2020 **Average Rating:** 4.7/5.0 **Total Reviews:** 51 **How Do G2 Users Rate RudderStack?** - **Notifications:** 7.0/10 (Category avg: 8.6/10) - **Observability:** 7.7/10 (Category avg: 8.8/10) - **API Integrations:** 9.2/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.3/10 (Category avg: 8.9/10) **Who Is the Company Behind RudderStack?** - **Seller:** [RudderStack](https://www.g2.com/sellers/rudderstack) - **Company Website:** https://www.rudderstack.com - **Year Founded:** 2019 - **HQ Location:** San Francisco, California - **Twitter:** @RudderStack (1,695 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rudderlabs/about (129 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 54% Mid-Market, 46% Small-Business #### What Are RudderStack's Pros and Cons? **Pros:** - Ease of Use (18 reviews) - Customer Support (16 reviews) - Easy Integration (11 reviews) - Easy Setup (9 reviews) - Easy Integrations (8 reviews) **Cons:** - Learning Curve (10 reviews) - Limited Customization (5 reviews) - Complexity (4 reviews) - Insufficient Guidance (4 reviews) - Onboarding Difficulties (4 reviews) ### What Do G2 Reviewers Say About RudderStack? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of RudderStack, simplifying data management and integration without extensive coding. - Users commend the **exceptional customer support** from RudderStack, enhancing their experience and ensuring successful implementations. - Users highlight the **easy integration** of RudderStack, allowing seamless connections to various tools and sources. - Users value the **easy setup** of RudderStack, appreciating its quick implementation and intuitive interface. - Users value the **easy integrations** of RudderStack, streamlining connections while ensuring clean, consistent data delivery. **Cons:** - Users experience a **challenging learning curve** with RudderStack, particularly due to inconsistent schema and complex setup processes. - Users find **limited customization options** in RudderStack, making it challenging to tailor functionalities to their needs. - Users find the **complexity of the setup process** challenging, especially those with less technical experience, impacting onboarding. - Users find **insufficient guidance** in documentation and troubleshooting, making the experience more challenging with RudderStack. - Users face **onboarding difficulties** due to tricky setup and insufficient documentation, requiring additional support for connections. #### What Are Recent G2 Reviews of RudderStack? **"[The Modern Data stack's secret weapon ](https://www.g2.com/survey_responses/rudderstack-review-10282067)"** **Rating:** 5.0/5.0 stars *— Venkata M.* [Read full review](https://www.g2.com/survey_responses/rudderstack-review-10282067) --- **"[Smooth migration from Segment](https://www.g2.com/survey_responses/rudderstack-review-11236491)"** **Rating:** 5.0/5.0 stars *— Steven C.* [Read full review](https://www.g2.com/survey_responses/rudderstack-review-11236491) --- ### 12. [Meiro](https://www.g2.com/products/meiro/reviews) Meiro is customer data infrastructure that deploys wherever your data needs to live — on AWS, Azure, GCP, or on-premise in any country. No forced data egress. Your infrastructure, your rules. We turn fragmented customer data into real-time customer context that every team and every AI agent can trust. Meiro Pipes (CDI) — for data engineers and product teams. It captures behavioral events from every touchpoint, enriches them, and routes data to your warehouse, analytics stack, activation tools, and AI agents. More than 60M events are routinely processed daily for a single enterprise client. Built-in AI agents support schema mapping, pipeline debugging, and setup. Includes an MCP server and CLI for structured context access. Meiro Audiences (CDP) — for marketers, CRM teams, and growth operators. It provides a persistent single customer view, AI-powered segmentation, calculated attributes, and consent governance. Native adtech integrations include Meta CAPI, Google Ads, TikTok, and The Trade Desk. Audiences can also be queried by AI agents in real time. Meiro Engage (CEP) — for hyper-personalization across email, push, SMS, WhatsApp, web banners, and paid media. It supports journey orchestration, conversion triggers, and agent-triggered actions, with no volume limits. All three products share one data layer, one identity graph, and one governance model — no middleware, no integration sprawl. Outcomes our clients deliver: +300% addressable audiences, +160% ROAS, 84% conversion uplift through personalization, and 60–80% cost savings versus legacy CDPs at scale. Warehouse-composable: Works natively with Snowflake, BigQuery, and Databricks — or runs fully standalone. You do not need a warehouse to get started. Bring one later, or not at all. Sovereign deployment: Deploy Meiro self-hosted on any cloud in any region, on-premise, or fully managed by us. Your AI agents access customer context inside your infrastructure — with no data export and no third-party model training on your data. **Average Rating:** 4.7/5.0 **Total Reviews:** 76 **How Do G2 Users Rate Meiro?** - **Notifications:** 10.0/10 (Category avg: 8.6/10) - **Observability:** 10.0/10 (Category avg: 8.8/10) - **API Integrations:** 9.4/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.5/10 (Category avg: 8.9/10) **Who Is the Company Behind Meiro?** - **Seller:** [Meiro](https://www.g2.com/sellers/meiro) - **Company Website:** https://www.meiro.io - **Year Founded:** 2018 - **HQ Location:** Singapore, SG - **Twitter:** @Meiro_io (126 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/meirocdp/ (55 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 43% Mid-Market, 42% Small-Business #### What Are Meiro's Pros and Cons? **Pros:** - Personalization (21 reviews) - Data Segmentation (17 reviews) - Ease of Use (17 reviews) - Customer Support (16 reviews) - Customization (16 reviews) **Cons:** - Learning Curve (6 reviews) - Difficult Setup (3 reviews) - Feature Development (3 reviews) - Limited Customization (3 reviews) - Difficult Learning (2 reviews) ### What Do G2 Reviewers Say About Meiro? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **advanced personalization capabilities** of Meiro, leading to increased revenue and improved customer experiences. - Users praise Meiro for its **data segmentation capabilities** , enhancing targeted marketing and cross-channel engagement effectively. - Users appreciate the **ease of use** of Meiro, enabling simple data management and intuitive integration for effective marketing. - Users commend the **excellent customer support** of Meiro, which ensures smooth onboarding and prompt assistance. - Users admire the **exceptional customization** of Meiro, enabling tailored solutions that enhance data privacy and marketing effectiveness. **Cons:** - Users note a **learning curve** with Meiro, especially for non-technical teams navigating its extensive features. - Users find Meiro's **difficult setup** challenging due to technical requirements and lack of plug-and-play functionality. - Users desire a **visual builder for web banners** to streamline the creation of simple banners, enhancing usability. - Users find **limited customization** in Meiro, as features may not align with their specific industry needs. - Users find the **difficult learning** curve challenging, especially for non-technical teams needing coding adjustments for setup. #### What Are Recent G2 Reviews of Meiro? **"[Agility and Personalization](https://www.g2.com/survey_responses/meiro-review-13121301)"** **Rating:** 4.5/5.0 stars *— Jan D.* [Read full review](https://www.g2.com/survey_responses/meiro-review-13121301) --- **"[Meiro Helps Us Connect Online and Offline Customer Data for Smarter Marketing](https://www.g2.com/survey_responses/meiro-review-12878065)"** **Rating:** 5.0/5.0 stars *— Luboš H.* [Read full review](https://www.g2.com/survey_responses/meiro-review-12878065) --- #### What Are G2 Users Discussing About Meiro? - [What is Meiro used for?](https://www.g2.com/discussions/what-is-meiro-used-for) ### 13. [Savant Labs](https://www.g2.com/products/savant-labs/reviews) Savant is an AI automation platform built for enterprise finance, tax, and accounting teams. It turns messy, manual data work like extraction, preparation, reconciliation, and reporting into centrally governed workflows, so teams can be more efficient without sacrificing accuracy, control, or compliance. Trusted by Fortune 500 enterprises, Savant catches errors before they're filed, ensures audit readiness without the scramble, and gives finance teams their time back. WHAT SETS SAVANT APART Unlike general-purpose AI tools or legacy analytics platforms, Savant was built specifically for finance workflows where 99% accuracy isn't good enough — because 1% errors at scale become audit findings, restatements, and compliance exposure. Three things make Savant different - Deterministic, not probabilistic: Savant uses rule-based AI agents, not LLM guesses. Consistent inputs produce consistent outputs. - Governance is built in, not bolted on: Audit trail, data lineage, SOX controls, and role-based access are standard, not add-ons. - Handles the data other tools can't: Native processing for PDFs, scanned documents, and invoices — the unstructured data that breaks legacy workflows. KEY FEATURES - AI-powered data automation: Automate any data task end to end — prep, blending, transformation, publishing, and alerting. Works with structured and unstructured data, including PDFs, scanned documents, and ERP extracts. - Deterministic workflow engine: AI agents follow step-by-step logic with validation at each stage. Same inputs produce the same outputs, every time — no black boxes, no probabilistic guesses. - Built-in audit trail and data lineage: Every workflow step is logged automatically. Complete data lineage from source to output. No manual documentation, no reconstructing steps across email chains. - SOX compliance by design: Segregation of duties, version control, approval management, and user activity history are built in from day one. - Human-in-the-loop exception handling: Savant proactively flags exceptions for human review, allowing analysts to catch errors before they reach a filing. The AI learns from human judgments over time. - 500+ enterprise connectors: Connect to your existing ERPs, CRMs, BI platforms, file systems, email, and more out of the box. - User-friendly interface: No SQL, no code, no IT tickets. If your team can use Excel, they can build and run workflows in Savant. - Enterprise-grade security: SOC 2 Type II, SOC 1 Type II, ISO 27001. SSO/SAML, role-based access control, private cloud and VPC deployment available. USE CASES - Month-end and year-end close automation - Financial reconciliations and tie-outs - Tax provision preparation - State apportionment calculations - Sales and use tax reconciliation - Data extraction from PDFs, invoices, and scanned documents - ERP data consolidation across multiple systems - Intercompany accounting and multi-entity reporting - Audit evidence package preparation - Recurring reporting and dashboard publishing **Average Rating:** 4.7/5.0 **Total Reviews:** 49 **How Do G2 Users Rate Savant Labs?** - **Notifications:** 8.3/10 (Category avg: 8.6/10) - **Observability:** 8.9/10 (Category avg: 8.8/10) - **API Integrations:** 8.9/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.5/10 (Category avg: 8.9/10) **Who Is the Company Behind Savant Labs?** - **Seller:** [Savant Labs](https://www.g2.com/sellers/savant-labs) - **Company Website:** https://www.savantlabs.io - **Year Founded:** 2021 - **HQ Location:** San Francisco, California - **LinkedIn® Page:** https://www.linkedin.com/company/savant-labs (61 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Logistics and Supply Chain - **Company Size:** 44% Enterprise, 40% Mid-Market #### What Are Savant Labs's Pros and Cons? **Pros:** - Ease of Use (17 reviews) - Customer Support (11 reviews) - User Interface (9 reviews) - Integrations (8 reviews) - Easy Integrations (6 reviews) **Cons:** - Learning Curve (7 reviews) - Learning Difficulty (6 reviews) - Integration Issues (3 reviews) - Access Issues (2 reviews) - Data Management (2 reviews) ### What Do G2 Reviewers Say About Savant Labs? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Savant Labs, enjoying its intuitive interface and seamless analytics capabilities. - Users appreciate the **friendly and responsive customer support** that effectively addresses issues and inquiries promptly. - Users love the **user-friendly interface** , which simplifies analytics and enhances productivity with seamless data integration. - Users appreciate the **easy integrations** with Google Drive and other tools, enhancing analysis efficiency without coding. - Users love the **easy integrations** with various data sources, enhancing their analytics experience without coding knowledge. **Cons:** - Users note a **steep learning curve** with Savant Labs, requiring practice and patience to navigate effectively. - Users find the **learning difficulty** with Savant Labs steep, requiring practice to navigate its innovative features effectively. - Users experience **integration issues** with Savant Labs, facing difficulties in updating data sources and tool functionality. - Users face significant **access issues** , particularly with personal email logins and outdated tools during analyses. - Users face challenges with **data management** , particularly in updating sources and refreshing analyses effectively. #### What Are Recent G2 Reviews of Savant Labs? **"[Faster close + auditors actually trust our process now](https://www.g2.com/survey_responses/savant-labs-review-12941283)"** **Rating:** 5.0/5.0 stars *— Lawrence M.* [Read full review](https://www.g2.com/survey_responses/savant-labs-review-12941283) --- **"[Automated sales tax reconciliation and significantly shortened month-end close](https://www.g2.com/survey_responses/savant-labs-review-12942104)"** **Rating:** 5.0/5.0 stars *— Marlene S.* [Read full review](https://www.g2.com/survey_responses/savant-labs-review-12942104) --- ### 14. [Integrate.io](https://www.g2.com/products/integrate-io/reviews) Integrate.io is a low-code data pipeline platform specializing in Operational ETL so companies can automate business processes and manual data preparation. Its four core use cases focus on: 1) File data preparation and B2B data sharing 2) Preparing and loading data to CRMs and ERPs such as Salesforce, NetSuite, and HubSpot 3) Powering data products with real-time database replication 4) Transforming and centralizing data to data warehouse for analytics **Average Rating:** 4.3/5.0 **Total Reviews:** 211 **How Do G2 Users Rate Integrate.io?** - **Notifications:** 7.4/10 (Category avg: 8.6/10) - **Observability:** 7.8/10 (Category avg: 8.8/10) - **API Integrations:** 7.6/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Integrate.io?** - **Seller:** [Integrate.io](https://www.g2.com/sellers/integrate-io) - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @Integrateio (4,285 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2709076/ (28 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer, Data Analyst - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Mid-Market, 32% Small-Business #### What Are Integrate.io's Pros and Cons? **Pros:** - Ease of Use (10 reviews) - Customer Support (7 reviews) - Easy Integrations (7 reviews) - Automation (5 reviews) - Easy Setup (5 reviews) **Cons:** - Learning Difficulty (3 reviews) - Limited Integrations (3 reviews) - Poor Documentation (3 reviews) - API Issues (2 reviews) - API Limitations (2 reviews) ### What Do G2 Reviewers Say About Integrate.io? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **ease of use** and flexibility of Integrate.io, making it simple to manage diverse data workflows. - Users value the **responsive and knowledgeable customer support** from Integrate.io, enhancing their overall experience with the platform. - Users commend the **easy integrations** of Integrate.io, appreciating its seamless connection with diverse data sources. - Users value the **automation features** of Integrate.io for its user-friendly design and seamless workflow scheduling. - Users find the **easy setup** of Integrate.io intuitive, allowing quick onboarding and efficient data management for teams. **Cons:** - Users note a **learning difficulty** with advanced transformations, requiring time and effort to fully leverage the tool. - Users find the **limited integrations** with sources and features hinder flexibility and ease of use in complex setups. - Users find **poor documentation** frustrating, particularly regarding API integration and complex transformation setups. - Users highlight the need for **better API documentation** to enhance integration and overall usability of Integrate.io. - Users need more **detailed API documentation** to improve integration and usage of Integrate.io's features effectively. #### What Are Recent G2 Reviews of Integrate.io? **"[Effortless Setup, Intuitive Use, and Reliable Performance](https://www.g2.com/survey_responses/integrate-io-review-12841374)"** **Rating:** 5.0/5.0 stars *— Craig P.* [Read full review](https://www.g2.com/survey_responses/integrate-io-review-12841374) --- **"[Finally stopped worrying about our data pipelines, and that's saying a lot](https://www.g2.com/survey_responses/integrate-io-review-12398331)"** **Rating:** 5.0/5.0 stars *— Abe D.* [Read full review](https://www.g2.com/survey_responses/integrate-io-review-12398331) --- #### What Are G2 Users Discussing About Integrate.io? - [What is Integrate.io used for?](https://www.g2.com/discussions/what-is-integrate-io-used-for) ### 15. [Hevo Data](https://www.g2.com/products/hevo-data/reviews) Hevo is a no-code ELT platform built on three principles: simplicity, reliability, and transparency. Connect your sources to leading data warehouses in 5 minutes with no engineering effort required. With automated scaling, fault-tolerant architecture, transparent pricing, and end-to-end visibility, Hevo keeps your data accurate and your pipelines running smoothly. Trusted by over 2,000 data teams across 45+ countries, Hevo brings all your data together through an intuitive experience that gets pipelines up and running in just a few clicks, so you can spend less time maintaining infrastructure and more time using your data. **Average Rating:** 4.4/5.0 **Total Reviews:** 287 **How Do G2 Users Rate Hevo Data?** - **Notifications:** 9.0/10 (Category avg: 8.6/10) - **Observability:** 9.2/10 (Category avg: 8.8/10) - **API Integrations:** 9.2/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Hevo Data?** - **Seller:** [Hevo Data](https://www.g2.com/sellers/hevo-data) - **Company Website:** https://hevodata.com/ - **Year Founded:** 2017 - **HQ Location:** San Francisco, California - **Twitter:** @HevoData (830 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13296733/ (233 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer, Data Analyst - **Top Industries:** Computer Software, Financial Services - **Company Size:** 49% Mid-Market, 40% Small-Business #### What Are Hevo Data's Pros and Cons? **Pros:** - Ease of Use (33 reviews) - Customer Support (23 reviews) - Easy Integrations (21 reviews) - Easy Setup (17 reviews) - No-coding (15 reviews) **Cons:** - Expensive (12 reviews) - Pricing Issues (11 reviews) - Limited Customization (10 reviews) - Limitations (8 reviews) - Complex Setup (5 reviews) ### What Do G2 Reviewers Say About Hevo Data? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Hevo Data, appreciating its intuitive interface and seamless integration capabilities. - Users value the **24/7 customer support** of Hevo Data, ensuring assistance whenever needed for seamless operations. - Users appreciate the **easy integrations** with multiple data sources in Hevo Data, streamlining their ETL processes effectively. - Users love the **easy setup** of Hevo Data, with no coding required for a smooth ETL pipeline implementation. - Users love Hevo Data for its **no-coding interface** , making ETL pipeline creation simple and efficient. **Cons:** - Users find Hevo Data to be **expensive** , which can be a drawback despite its integration benefits and features. - Users find the **pricing model a bit high** for the features provided, affecting overall satisfaction. - Users find **limited customization** challenging, especially for complex transformations and understanding the UI effectively. - Users note the **limited customization and transformation capabilities** of Hevo Data, impacting their overall experience and flexibility. - Users find the **complex setup** of Hevo Data challenging, especially regarding SQL queries and initial configurations. #### What Are Recent G2 Reviews of Hevo Data? **"[Easy Pipeline Setup, Great Performance, and Outstanding Hevo Support](https://www.g2.com/survey_responses/hevo-data-review-13076579)"** **Rating:** 4.5/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/hevo-data-review-13076579) --- **"[Hevo makes making data pipelines a breeze](https://www.g2.com/survey_responses/hevo-data-review-13074537)"** **Rating:** 4.0/5.0 stars *— Verified User in Logistics and Supply Chain* [Read full review](https://www.g2.com/survey_responses/hevo-data-review-13074537) --- #### What Are G2 Users Discussing About Hevo Data? - [How do you use HEVO data?](https://www.g2.com/discussions/how-do-you-use-hevo-data) - [Is HEVO ETL tool?](https://www.g2.com/discussions/is-hevo-etl-tool) - 1 comment - [Why use Hevo?](https://www.g2.com/discussions/why-use-hevo) - [What does Hevo data do?](https://www.g2.com/discussions/what-does-hevo-data-do) - 1 comment ### 16. [AISquared](https://www.g2.com/products/aisquared/reviews) AISquared bridges the gap between cutting-edge AI and tangible business outcomes by simplifying integrations, accelerating AI adoption, and empowering teams with real-time, contextual data for smarter decisions. Easily connect your own AI models or leading LLMs like OpenAI, Anthropic to seamlessly embed insights within your existing business applications. With Retrieval-Augmented Generation (RAG), AI Squared ensures every response is relevant and actionable, leveraging contextual data from CRMs, ERPs, and other enterprise tools. Built-in feedback loops and performance metrics enable you to measure effectiveness, refine AI use cases, and continually align with evolving business needs—maximizing ROI and driving impactful results. **Average Rating:** 4.8/5.0 **Total Reviews:** 24 **How Do G2 Users Rate AISquared?** - **Notifications:** 9.9/10 (Category avg: 8.6/10) - **Observability:** 9.3/10 (Category avg: 8.8/10) - **API Integrations:** 9.7/10 (Category avg: 9.1/10) **Who Is the Company Behind AISquared?** - **Seller:** [AI Squared](https://www.g2.com/sellers/ai-squared) - **Year Founded:** 2021 - **HQ Location:** Mountain View, CA - **LinkedIn® Page:** https://www.linkedin.com/company/aisquaredinc/ (67 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 46% Mid-Market, 33% Small-Business #### What Are AISquared's Pros and Cons? **Pros:** - Integrations (8 reviews) - Easy Integrations (6 reviews) - Data Synchronization (5 reviews) - Ease of Use (5 reviews) - User Interface (4 reviews) **Cons:** - Complex Setup (2 reviews) - Learning Difficulty (2 reviews) - Slow Performance (2 reviews) - Error Reporting (1 reviews) - Integration Issues (1 reviews) ### What Do G2 Reviewers Say About AISquared? *AI-generated summary from verified user reviews* **Pros:** - Users value the **seamless integrations** of AI Squared, enhancing data accessibility and empowering swift decision-making. - Users value the **easy integrations** of AISquared, allowing seamless data flow configuration for all users. - Users appreciate the **automatic data synchronization** that simplifies operations and saves significant time managing their Shopify store. - Users find AISquared to be **exceptionally easy to use** , offering accessible insights for everyone, regardless of technical skills. - Users praise the **intuitive user interface** of AISquared, which simplifies operations and enhances efficiency across systems. **Cons:** - Users find the **initial setup complex** , especially without prior rETL experience, causing delays in integration. - Users find the **learning difficulty** frustrating, especially during the initial setup without prior experience. - Users experience **slow performance** in data loading and report generation, impacting their troubleshooting efficiency. - Users desire **more detailed error reports** for troubleshooting high-volume loads, as current logs hinder rapid issue resolution. - Users wish for more **pre-built connectors** for 3rd party sources, though workarounds are often available. #### What Are Recent G2 Reviews of AISquared? **"[Automating Shopify Orders and Finance Operations with AI Squared’s Sparx](https://www.g2.com/survey_responses/aisquared-review-11888240)"** **Rating:** 4.5/5.0 stars *— Erica M.* [Read full review](https://www.g2.com/survey_responses/aisquared-review-11888240) --- **"[Seamlessly Prioritizes Event Attendees with Ease](https://www.g2.com/survey_responses/aisquared-review-12623766)"** **Rating:** 5.0/5.0 stars *— Max K.* [Read full review](https://www.g2.com/survey_responses/aisquared-review-12623766) --- ### 17. [Polytomic](https://www.g2.com/products/polytomic/reviews) Polytomic is a unified data movement platform that makes it easy for teams to keep all their systems in sync—data warehouses, operational databases, and SaaS applications. It supports ETL, Reverse ETL, and bi-directional sync, helping teams ensure that tools like Snowflake, Postgres, MongoDB, Salesforce, HubSpot, NetSuite, and internal apps are always aligned in real time. With Polytomic, you can: Sync from Warehouse → SaaS: Push modeled analytics into CRMs and marketing platforms. Sync from SaaS → Warehouse: Bring back usage data, leads, tickets, and revenue for analytics. Enable true two-way sync: Keep both sides current when systems need to stay fully aligned. Data teams get SQL support, logging, monitoring, and Infrastructure-as-Code. RevOps, Marketing, and Customer Success teams can configure syncs with a no-code UI—no engineering tickets required. Polytomic is built to scale with large datasets, supports Change Data Capture (CDC) for high-volume databases, and can run self-hosted for organizations with strict compliance needs. Why teams switch to Polytomic: Combines ETL, Reverse ETL, and CDC in a single platform—no multi-tool pipelines. Real bi-directional sync keeps critical systems aligned. CDC reduces load, making updates fast and cost-efficient. Self-hosted option for full data control. Fast connector velocity and responsive engineering support. Polytomic gives organizations a single, reliable way to move, sync, and manage data—so teams can trust their systems, act on insights faster, and focus on growth rather than manual pipelines. **Average Rating:** 4.8/5.0 **Total Reviews:** 48 **How Do G2 Users Rate Polytomic?** - **Notifications:** 8.7/10 (Category avg: 8.6/10) - **Observability:** 9.3/10 (Category avg: 8.8/10) - **API Integrations:** 9.0/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Polytomic?** - **Seller:** [Polytomic](https://www.g2.com/sellers/polytomic) - **Company Website:** https://www.polytomic.com/ - **Year Founded:** 2019 - **HQ Location:** San Francisco, California - **Twitter:** @polytomic (87 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/polytomic/ (11 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 54% Mid-Market, 44% Small-Business #### What Are Polytomic's Pros and Cons? **Pros:** - Customer Support (6 reviews) - Easy Integrations (4 reviews) - Efficiency (4 reviews) - Automation (3 reviews) - Data Synchronization (3 reviews) **Cons:** - Bug Issues (2 reviews) - Error Reporting (2 reviews) - Limited Connectors (2 reviews) - Software Bugs (2 reviews) - Data Limitations (1 reviews) ### What Do G2 Reviewers Say About Polytomic? *AI-generated summary from verified user reviews* **Pros:** - Users highly value the **fantastic customer support** of Polytomic, noting responsiveness and proactive assistance as key benefits. - Users value the **easy integrations** of Polytomic, appreciating its responsive team and seamless setup process. - Users commend Polytomic for its **efficient data synchronization** , streamlined operations, and exceptional customer support experience. - Users highlight the **exceptional automation capabilities** of Polytomic, enhancing their data synchronization and operational efficiency. - Users value the **effective data synchronization** capabilities of Polytomic, greatly enhancing their integration processes across platforms. **Cons:** - Users have faced **bug issues** , but the team responds quickly and effectively to resolve them. - Users desire **more customizable error alerting** in Polytomic, despite good overall support for issues encountered. - Users find the **limited connectors** of Polytomic restricts functionality, forcing reliance on additional tools for integration. - Users note occasional **software bugs** that can complicate implementation, but the support team promptly addresses these issues. - Users note the **data limitations** of Polytomic, particularly in syncing with larger Airtable bases effectively. #### What Are Recent G2 Reviews of Polytomic? **"[Polytomic’s Everywhere-to-Everywhere Syncing Keeps Our Data Stack Simple and Lean](https://www.g2.com/survey_responses/polytomic-review-13038783)"** **Rating:** 5.0/5.0 stars *— Verified User in Commercial Real Estate* [Read full review](https://www.g2.com/survey_responses/polytomic-review-13038783) --- **"[Robust, straightforward, and backed by a solid team](https://www.g2.com/survey_responses/polytomic-review-11696179)"** **Rating:** 5.0/5.0 stars *— Arash T.* [Read full review](https://www.g2.com/survey_responses/polytomic-review-11696179) --- ### 18. [Nexla](https://www.g2.com/products/nexla/reviews) Nexla is an enterprise-grade, AI-powered data integration platform designed to help organizations unlock data from any source and transform it into production-ready data products for AI and agents. With support for 1000+ pre-built connectors and multiple integration styles, including ELT, ETL, streaming, APIs, and agentic RAG, the platform enables teams to build and manage data flows without writing code. Trusted by leading enterprises, Nexla processes over one trillion records per month across industries, ​​showcasing its ability to handle large volumes of data while maintaining performance and reliability. Innovators like Autodesk, DoorDash, Instacart, Johnson & Johnson, LinkedIn, and LiveRamp rely on Nexla to keep mission-critical data flowing seamlessly across their enterprises. Key features of Nexla include flexible deployment across cloud, hybrid, and on-premises environments, ensuring compliance with enterprise-grade security standards such as SOC 2 Type II, GDPR, CCPA, and HIPAA. Nexla delivers 10x faster implementation than traditional alternatives, turning data challenges and variety into competitive advantages. Try our AI Data Engineer at https://express.dev Increase the impact of your data engineering team with next-gen data integration: ✅ Eliminate costly replications & reduce storage bills ✅ Increase engineering productivity & capacity for innovation ✅ Empower users with Pro/Low/No-code collaboration ✅ Cut out maintenance with data validation, quality monitoring, & alerts ✅ Build production-ready custom GenAI applications Go beyond one traditional integration pattern, and invest in data architecture that supports: ✅ Any integration pattern (ELT, ETL, API / API proxy, & RAG - Retrieval Augmented Generation) ✅ Bi-directional connectors out of the box & on demand ✅ Any processing speed (streaming, real-time, batch) ✅ Unstructured, structured, or semi-structured data ✅ Complete data lineage search & tagging for governance ✅ Metadata-driven architecture for agility & scale Nexla is a Gartner Cool Vendor and pairs perfectly with the technologies you rely on: ✅ Compute: AWS, Azure, Google Cloud, On-Premise ✅ Storage: S3, Redshift, BigQuery, Snowflake, Oracle, Databricks, Kafka, Redis, MongoDB, Postgres, MySQL ✅ Applications: SAP, Salesforce, Marketo, Hubspot, Amazon Seller Central, Google Ads, API, Salesforce ✅ Catalogs: Alation, Collibra, data.world ✅ Webhooks, emails, FTP & APIs ✅ Vector database & LLM: Pinecone, GPT, Falcon, LLaMDa And many more Differentiators & Awards 🏆 2025 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools 🏆 2024 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools 🏆 2023 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools 🏆 2022 Highest Rating Gartner Peer Insights™ Voice of the Customer for Data Integration Tools **Average Rating:** 4.6/5.0 **Total Reviews:** 62 **How Do G2 Users Rate Nexla?** - **Ease of Admin:** 8.8/10 (Category avg: 8.9/10) **Who Is the Company Behind Nexla?** - **Seller:** [Nexla](https://www.g2.com/sellers/nexla) - **Company Website:** https://www.nexla.com/ - **Year Founded:** 2016 - **HQ Location:** San Mateo, California - **Twitter:** @NexlaInc (944 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/nexla/ (67 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Insurance - **Company Size:** 41% Mid-Market, 33% Small-Business #### What Are Nexla's Pros and Cons? **Pros:** - Ease of Use (21 reviews) - Automation (14 reviews) - Data Management (14 reviews) - Integrations (13 reviews) - Data Integration (10 reviews) **Cons:** - Learning Difficulty (7 reviews) - Slow Performance (7 reviews) - Difficult Learning (6 reviews) - Learning Curve (6 reviews) - Poor Documentation (6 reviews) ### What Do G2 Reviewers Say About Nexla? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Nexla, facilitating smooth data manipulation without requiring coding skills. - Users value the **automation capabilities** of Nexla, significantly reducing manual work and enhancing data cleanliness and consistency. - Users appreciate the **ease of deployment and manipulation** of data with Nexla, finding it user-friendly and flexible. - Users value the **seamless integrations** offered by Nexla, enhancing efficiency with minimal technical requirements and diverse data sources. - Users appreciate the **ease of deployment and integration** with Nexla, enabling seamless data manipulation without coding. **Cons:** - Users find the **learning difficulty** in setting up Nexla can be confusing, especially for beginners with advanced features. - Users notice **slow performance** with UI and search, impacting their overall experience with Nexla. - Users find the **difficult learning curve** of Nexla challenging, especially during initial setup and feature exploration. - Users find the **learning curve steep** , particularly for new users due to complex setup and advanced features. - Users find the **poor documentation** of Nexla confusing, especially when navigating complex features and edge cases. #### What Are Recent G2 Reviews of Nexla? **"[Smooth Data Integration with Impressive Speed and UI](https://www.g2.com/survey_responses/nexla-review-12630612)"** **Rating:** 4.5/5.0 stars *— Srinivasulu L.* [Read full review](https://www.g2.com/survey_responses/nexla-review-12630612) --- **"[Robust Data Consolidation with Excellent Support](https://www.g2.com/survey_responses/nexla-review-12648347)"** **Rating:** 4.0/5.0 stars *— Jaspreet S.* [Read full review](https://www.g2.com/survey_responses/nexla-review-12648347) --- #### What Are G2 Users Discussing About Nexla? - [How do you use Nexla?](https://www.g2.com/discussions/nexla-how-do-you-use-nexla) - [How do you use Nexla?](https://www.g2.com/discussions/how-do-you-use-nexla) - [What is a data fabric?](https://www.g2.com/discussions/nexla-what-is-a-data-fabric) - [What is a data fabric?](https://www.g2.com/discussions/what-is-a-data-fabric) - [What does DataOps do?](https://www.g2.com/discussions/nexla-what-does-dataops-do) ### 19. [Kleene](https://www.g2.com/products/kleene/reviews) Kleene.ai unifies your business data in one place to power real-time reporting, analytics, and AI-driven decisions. Go live in weeks, not months — without building a data team. Kleene.ai gives mid-market and enterprise businesses a single, intelligent platform to understand what drives growth. It connects to 200+ data sources — from CRMs and ERPs to marketing and finance tools — and automatically cleans, combines, and models your data for reporting, analytics, and forecasting. At the core of the platform is KAI: an AI-powered analytics layer that surfaces insights across your business, and a conversational AI assistant that lets teams query their data in plain language — no SQL, no analysts, no waiting. Whether you're investigating churn, margins, or customer lifetime value, KAI puts answers directly in the hands of the people who need them. Kleene.ai is built for organizations that want to make faster, data-driven decisions without the complexity of managing disparate tools or large engineering teams. Every implementation is tailored to your existing data environment — with transparent pricing and a clear path to value. Why Kleene: 1️⃣ Fast to implement — adapts to any data architecture and goes live in weeks, not months. 2️⃣ No engineering overhead — a fully managed platform that eliminates the need for a large data team, cutting infrastructure costs by up to 80%. 3️⃣ AI-powered from day one — KAI's analytics layer and LLM assistant turn complex data into clear, actionable answers across finance, marketing, and operations. 4️⃣ Tailored to your business — every setup aligns with your existing environment and goals, backed by transparent pricing and hands-on support. Kleene.ai replaces the fragmented, manual approach to data with a single platform that thinks alongside your team. The result: faster insights, sharper decisions, and measurable business impact. **Average Rating:** 4.6/5.0 **Total Reviews:** 29 **How Do G2 Users Rate Kleene?** - **Notifications:** 10.0/10 (Category avg: 8.6/10) - **Observability:** 10.0/10 (Category avg: 8.8/10) - **API Integrations:** 10.0/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.6/10 (Category avg: 8.9/10) **Who Is the Company Behind Kleene?** - **Seller:** [kleene.ai](https://www.g2.com/sellers/kleene-ai) - **Company Website:** https://kleene.ai/ - **Year Founded:** 2017 - **HQ Location:** London, London - **Twitter:** @Kleene_ai (32 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kleeneai/ (35 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 52% Mid-Market, 34% Small-Business #### What Are Kleene's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Automation (2 reviews) - Business Value (2 reviews) - Cost-Effective (2 reviews) - Customer Support (2 reviews) ### What Do G2 Reviewers Say About Kleene? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of Kleene, appreciating its intuitive interface and seamless onboarding process. - Users praise the **automation capabilities** of Kleene, significantly reducing manual reporting and streamlining data management. - Users value Kleene for its **efficient data handling and intuitive interface** , streamlining reporting and saving significant time. - Users praise Kleene for its **cost-effectiveness** , significantly reducing time spent on manual reporting and ensuring transparency in pricing. - Users commend Kleene's **exceptional customer support** , highlighting quick responses and knowledgeable assistance throughout their implementation process. #### What Are Recent G2 Reviews of Kleene? **"[Changed my life, love it!](https://www.g2.com/survey_responses/kleene-review-7138871)"** **Rating:** 5.0/5.0 stars *— Alisha S.* [Read full review](https://www.g2.com/survey_responses/kleene-review-7138871) --- **"[A partner who builds with you](https://www.g2.com/survey_responses/kleene-review-12919267)"** **Rating:** 5.0/5.0 stars *— Emil K.* [Read full review](https://www.g2.com/survey_responses/kleene-review-12919267) --- ### 20. [Syncari](https://www.g2.com/products/syncari/reviews) Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexity of multi-agent environments and AI-driven operations, Syncari automates core data management workflows—from data modeling and lineage to validation and remediation—without needing heavy IT resources. At the heart of Syncari is its patented multi-directional sync, delivering real-time, bi-directional data consistency across CRMs, ERPs, cloud platforms, and data warehouses—without custom code or middleware. Syncari ensures continuously clean, synchronized, and governed data flows throughout your enterprise and is always ready for analytics, AI models, and operational use. Whether you're powering AI copilots, managing complex entity relationships, or standardizing data pipelines, Syncari helps you move beyond just managing data—to activating it. Why Syncari? -Syncari Agentic MDM™: Designed for orchestrating trusted data across AI agents and teams -Patented Multi-Directional Sync: Real-time updates across all connected platforms -Agentic Ops: Schema sync, field mapping, DQ enforcement, and remediation -Entity Resolution: Consolidate and deduplicate records across domains -Composable + Cloud-First: Built to plug into your existing SaaS and data stack -Low-Code / No-Code: Accessible to IT, data teams, RevOps, and business users alike Core Capabilities Unify, Sync, Automate, Activate, Model, Catalog, Lineage, Transform, Standardize, Verify, Remediate, Observe, Report, Consume Top Use Cases - Customer Master: Build a unified customer profile across GTM systems - Product Master: Align and enrich product data across eCommerce and ERP - Hierarchy Master: Govern legal entities, accounts, and territories - Analytics MDM: Push AI-ready data into BI tools and ML workflows - Data Products: Operationalize governed datasets for internal and external use - Data Quality: Automatically identify, validate, standardize, and remediate data issues across systems - MDM for Snowflake: Sync and manage master data directly inside Snowflake - MDM for GCP: Connect, unify, and activate trusted data in BigQuery and GCP tools - MDM for Your Data Warehouse: Maintain clean, governed, query-ready data across your cloud warehouse infrastructure -MCP Server for your unified data **Average Rating:** 4.8/5.0 **Total Reviews:** 41 **How Do G2 Users Rate Syncari?** - **Notifications:** 9.6/10 (Category avg: 8.6/10) - **Observability:** 10.0/10 (Category avg: 8.8/10) - **API Integrations:** 10.0/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.4/10 (Category avg: 8.9/10) **Who Is the Company Behind Syncari?** - **Seller:** [Syncari](https://www.g2.com/sellers/syncari) - **Year Founded:** 2019 - **HQ Location:** Newark, California - **Twitter:** @syncari (236 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/syncari/ (51 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Mid-Market, 44% Small-Business #### What Are Recent G2 Reviews of Syncari? **"[Nicely Packaged Versatility and POWER](https://www.g2.com/survey_responses/syncari-review-9566623)"** **Rating:** 5.0/5.0 stars *— John M.* [Read full review](https://www.g2.com/survey_responses/syncari-review-9566623) --- **"[Good Experience using Syncari as an Integration Architect](https://www.g2.com/survey_responses/syncari-review-9550011)"** **Rating:** 5.0/5.0 stars *— MUSTAPHA I.* [Read full review](https://www.g2.com/survey_responses/syncari-review-9550011) --- #### What Are G2 Users Discussing About Syncari? - [What is Syncari used for?](https://www.g2.com/discussions/what-is-syncari-used-for) - 1 comment ### 21. [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?** - **Notifications:** 8.9/10 (Category avg: 8.6/10) - **Observability:** 9.4/10 (Category avg: 8.8/10) - **API Integrations:** 9.5/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.2/10 (Category avg: 8.9/10) **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:** https://www.linkedin.com/company/mydatachannel (24 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 69% Mid-Market, 22% Small-Business #### What Are DataChannel's Pros and Cons? **Pros:** - Data Management (4 reviews) - Analytics (2 reviews) - Automation (2 reviews) - Connectors (2 reviews) - Data Integration (2 reviews) **Cons:** - Error Management (1 reviews) - Insufficient Information (1 reviews) - Performance Issues (1 reviews) - Slow Performance (1 reviews) ### 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) ### 22. [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?** - **Ease of Admin:** 7.6/10 (Category avg: 8.9/10) **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:** https://www.linkedin.com/company/2752977/ (22 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Publishing, Marketing and Advertising - **Company Size:** 57% Mid-Market, 27% Enterprise #### What Are Lytics's Pros and Cons? **Pros:** - Audience Activation (1 reviews) - Data Management (1 reviews) - Data Segmentation (1 reviews) - Flexibility (1 reviews) - Journey Creation (1 reviews) ### 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? **"[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) --- **"[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) --- #### 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) ### 23. [MessageGears Platform](https://www.g2.com/products/messagegears-platform/reviews) MessageGears is a warehouse-native data activation and engagement platform built for scale. We empower brands to leverage their entire enterprise dataset for seamless communication across multiple channels, including email, SMS, mobile, and hundreds of third-party destinations. Our mission is to facilitate efficient and secure data access without the need for moving, copying, or syncing. MessageGears’ composable approach eliminates latency, mitigates security risks, and reduces costs associated with traditional ESPs, CDPs, and marketing clouds. Leading enterprises like Expedia, Chewy, and KAYAK trust MessageGears to manage and activate their customer data across diverse tech stacks. Discover how we drive ROI at messagegears.com. **Average Rating:** 4.1/5.0 **Total Reviews:** 97 **How Do G2 Users Rate MessageGears Platform?** - **Ease of Admin:** 8.0/10 (Category avg: 8.9/10) **Who Is the Company Behind MessageGears Platform?** - **Seller:** [MessageGears](https://www.g2.com/sellers/messagegears) - **Year Founded:** 2010 - **HQ Location:** Atlanta, GA - **Twitter:** @MessageGears (2,641 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1285261/ (126 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 56% Mid-Market, 24% Small-Business #### What Are MessageGears Platform's Pros and Cons? **Pros:** - Ease of Use (5 reviews) - Analytics (3 reviews) - Data Management (3 reviews) - Easy Integrations (3 reviews) - Integrations (3 reviews) **Cons:** - Limited Features (4 reviews) - Complexity (2 reviews) - Development Challenges (2 reviews) - Lack of Features (2 reviews) - Limited Testing (2 reviews) ### What Do G2 Reviewers Say About MessageGears Platform? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of MessageGears, finding it simple to learn for all skill levels. - Users appreciate the **robust analytics features** of MessageGears Platform, enhancing segmentation and integration capabilities seamlessly. - Users value the **enhanced security and flexibility** in data management that MessageGears offers, integrating seamlessly with existing systems. - Users highlight the **easy integrations** of MessageGears, enhancing their digital marketing suite seamlessly and efficiently. - Users value the **seamless integration** of MessageGears with other platforms, enhancing their digital marketing capabilities effectively. **Cons:** - Users find the **limited A/B testing features** inadequate, hindering their ability to conduct comprehensive experiments. - Users report **complexity in query handling** with MessageGears, requiring more SQL knowledge than anticipated. - Users find the **SQL requirements and lack of staging environment** more challenging than anticipated for non-developers. - Users note a **lack of features** such as limited A/B testing tools, affecting campaign effectiveness. - Users find the **limited testing capabilities** of MessageGears Platform frustrating, hindering effective campaign execution. #### What Are Recent G2 Reviews of MessageGears Platform? **"[Empowers Data-Driven Email Marketing with Great Support](https://www.g2.com/survey_responses/messagegears-platform-review-8006554)"** **Rating:** 4.0/5.0 stars *— Susan B.* [Read full review](https://www.g2.com/survey_responses/messagegears-platform-review-8006554) --- **"[Easy to Use with Top-Notch Account Management and Technical Support](https://www.g2.com/survey_responses/messagegears-platform-review-12822089)"** **Rating:** 5.0/5.0 stars *— Verified User in Music* [Read full review](https://www.g2.com/survey_responses/messagegears-platform-review-12822089) --- #### What Are G2 Users Discussing About MessageGears Platform? - [What is MessageGears Platform used for?](https://www.g2.com/discussions/what-is-messagegears-platform-used-for) - 1 comment ### 24. [DinMo](https://www.g2.com/products/dinmo/reviews) DinMo is a leading Composable Customer Data Platform, that integrates natively with your existing cloud data environment, eliminating the need for data duplication. We empower data teams to give their marketing counterparts well-governed and secure self-service access to their cloud data. This autonomy allows marketing teams to create, manage, and sync customer audiences, events, and attributes across all platforms, including CRM, advertising, and support systems. DinMo offers B2C companies an additional Intelligence module to predict future customer behaviours and provide timely product recommendations. This module helps build more powerful audiences, driving greater value from data, personalising customer experiences, and enhancing customer lifetime value (LTV). Our customers can leverage various DinMo modules as they grow, ultimately building a robust composable CDP on top of their data warehouse. **Average Rating:** 4.9/5.0 **Total Reviews:** 13 **How Do G2 Users Rate DinMo?** - **Notifications:** 9.3/10 (Category avg: 8.6/10) - **Observability:** 8.7/10 (Category avg: 8.8/10) - **API Integrations:** 9.2/10 (Category avg: 9.1/10) - **Ease of Admin:** 9.5/10 (Category avg: 8.9/10) **Who Is the Company Behind DinMo?** - **Seller:** [DinMo](https://www.g2.com/sellers/dinmo) - **Year Founded:** 2022 - **HQ Location:** Paris - **LinkedIn® Page:** https://www.linkedin.com/company/dinmo-io/ (23 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 69% Mid-Market, 23% Small-Business #### What Are DinMo's Pros and Cons? **Pros:** - Customer Support (5 reviews) - Ease of Use (3 reviews) - Easy Integration (3 reviews) - Setup Ease (3 reviews) - User Interface (3 reviews) **Cons:** - Lack of Features (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Poor Support (1 reviews) ### What Do G2 Reviewers Say About DinMo? *AI-generated summary from verified user reviews* **Pros:** - Users value the **incredibly responsive customer support** from DinMo, enhancing their experience with quick assistance. - Users value the **remarkable ease of use** of DinMo, making it accessible for everyone, including non-technical users. - Users praise DinMo for its **easy integration** , enabling quick setup and seamless connectivity with existing platforms. - Users find the **setup process effortless** , with quick configuration and intuitive features for non-technical users. - Users appreciate the **user-friendly interface** of DinMo, making it easy to configure and manage data connections. **Cons:** - Users find the **lack of features** in DinMo limits its potential and usability, hindering overall satisfaction. - Users find the **learning curve for complex event segments** steep, often needing data science or engineering help. - Users find **learning difficulty** in activating complex event segments, often needing data science or engineering assistance. - Users find **poor support** for activating complex event segments, needing additional data science and engineering assistance. #### What Are Recent G2 Reviews of DinMo? **"[Fast, Easy Payment Management](https://www.g2.com/survey_responses/dinmo-review-12495511)"** **Rating:** 4.0/5.0 stars *— Manu A.* [Read full review](https://www.g2.com/survey_responses/dinmo-review-12495511) --- **"[Blooming collaboration: DinMo bridges data and business](https://www.g2.com/survey_responses/dinmo-review-11266043)"** **Rating:** 5.0/5.0 stars *— Vincent F.* [Read full review](https://www.g2.com/survey_responses/dinmo-review-11266043) --- ### 25. [Seekwell](https://www.g2.com/products/seekwell/reviews) SeekWell is the easiest way to sync your customer data between your data warehouse and the operational apps you use every day in customer success, sales, and marketing, with the SQL you already know. Sign up for your 14-day free trial here: https://bit.ly/3aSMxs3 **Average Rating:** 4.7/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Seekwell?** - **Notifications:** 10.0/10 (Category avg: 8.6/10) - **Observability:** 10.0/10 (Category avg: 8.8/10) - **API Integrations:** 10.0/10 (Category avg: 9.1/10) - **Ease of Admin:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Seekwell?** - **Seller:** [Seekwell](https://www.g2.com/sellers/seekwell) - **Year Founded:** 2017 - **HQ Location:** Mountain View, US - **Twitter:** @SeekWell_io (206 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/seekwell/ (2 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 38% Enterprise, 31% Small-Business #### What Are Recent G2 Reviews of Seekwell? **"[Powerful and easy to use](https://www.g2.com/survey_responses/seekwell-review-7829563)"** **Rating:** 5.0/5.0 stars *— Geoff B.* [Read full review](https://www.g2.com/survey_responses/seekwell-review-7829563) --- **"[Best Reverse ETL Tool For Workflow Automations](https://www.g2.com/survey_responses/seekwell-review-7930943)"** **Rating:** 4.5/5.0 stars *— Wendeng H.* [Read full review](https://www.g2.com/survey_responses/seekwell-review-7930943) --- #### What Are G2 Users Discussing About Seekwell? - [What is Seekwell used for?](https://www.g2.com/discussions/what-is-seekwell-used-for) ## What Is Reverse ETL Software? [Cloud Data Integration Software](https://www.g2.com/categories/cloud-data-integration) ## What Software Categories Are Similar to Reverse ETL Software? - [ETL Tools](https://www.g2.com/categories/etl-tools) - [iPaaS Software](https://www.g2.com/categories/ipaas) - [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp)