# Migliori Software ETL inverso per aziende di medie dimensioni

## How Many Software ETL inverso Products Does G2 Track?

**Total Products under this Category:** 45

### Category Stats (Aug 2026)

- **Average Rating:** 4.58/5 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: August 05, 2026_

## How Does G2 Rank Software ETL inverso Products?

**Perché puoi fidarti delle classifiche software di G2:**

- 30 Analisti ed Esperti di Dati
- 4,700+ Recensioni autentiche
- 45+ Prodotti
- Classifiche Imparziali

Le classifiche software di G2 si basano su recensioni verificate degli utenti, moderazione rigorosa e una metodologia di ricerca coerente mantenuta da un team di analisti ed esperti di dati. Ogni prodotto è misurato utilizzando gli stessi criteri trasparenti, senza posizionamenti a pagamento o influenze dei venditori. Sebbene le recensioni riflettano esperienze reali degli utenti, che possono essere soggettive, offrono preziose informazioni su come il software si comporta nelle mani dei professionisti. Insieme, questi input alimentano il G2 Score, un modo standardizzato per confrontare gli strumenti all'interno di ogni categoria.

## G2 Grid® for Software ETL inverso
 ![G2 Grid® for Software ETL inverso plotting products by satisfaction and market presence](https://www.g2.com/it/categories/reverse-etl/grids.png?focus%5B%5D=23920&focus%5B%5D=163101&focus%5B%5D=15884&focus%5B%5D=1292276&focus%5B%5D=1404766&focus%5B%5D=14851&focus%5B%5D=4136&focus%5B%5D=122651)

Highlighted products: Fivetran, Hightouch, Workato, Peliqan, Matia, Twilio Segment, Skyvia, e RudderStack.

Underlying data: [Grid® JSON](https://www.g2.com/it/categories/reverse-etl/grids.json?focus%5B%5D=fivetran&focus%5B%5D=hightouch&focus%5B%5D=workato&focus%5B%5D=peliqan&focus%5B%5D=matia&focus%5B%5D=twilio-segment&focus%5B%5D=skyvia&focus%5B%5D=rudderstack&segment=mid-market)

**Sponsored**

### SAP Business Data Cloud

SAP Business Data Cloud è una soluzione software-as-a-service (SaaS) completamente gestita che unifica e governa i dati SAP e si connette con dati di terze parti. Come evoluzione delle soluzioni di dati, pianificazione e analisi dell'azienda, SAP Business Data Cloud riunisce SAP Datasphere, SAP Analytics Cloud e SAP Business Warehouse con un'esperienza unificata che fornisce approfondimenti su tutte le linee di business. Inoltre, SAP Databricks è nativamente disponibile in Business Data Cloud, portando la potenza delle capacità della piattaforma Databricks Data Intelligence al prodotto. SAP Business Data Cloud connette i dati sfruttando i principi del business data fabric, rendendo più facile scoprire, condividere, governare e modellare questi dati. Include SAP Databricks come servizio dati di prima parte. La piattaforma combina applicazioni predefinite e prodotti di dati su tutte le linee di business. Fornisce prodotti di dati completamente gestiti e curati su tutte le linee di business ed elimina i costi degli estratti di dati. Gli utenti possono costruire sui prodotti di dati curati di SAP con la loro esperienza di dominio e fornire Applicazioni Intelligenti attraverso l'ecosistema Business Data Cloud. Queste applicazioni intelligenti sono applicazioni adattive, alimentate dall'IA, che apprendono dai tuoi dati, comprendono il contesto aziendale e agiscono per tuo conto per trasformare i risultati aziendali.

[Visita il sito web](https://www.g2.com/it/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1003341&secure%5Bchosen_at%5D=2026-08-15T09%3A37%3A26Z&secure%5Bdisplayable_resource_id%5D=1661&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=1434713&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1434713&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%2Fit%2Fcategories%2Freverse-etl%2Fmid-market&secure%5Btoken%5D=b0b74118ea8bab9bc9b5a2b963c653b6c95c1127ab76431d153f1fe33658aa39&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fdocuments%2F2026%2F03%2Fbc3a8c27-447f-0010-bca6-c68f7e60039b.rc.html%3Fcampaigncode%3DCRM-YD25-BDC-406625%26source%3DBDC-click-campaign-G2&secure%5Burl_type%5D=custom_url)

### [Fivetran](https://www.g2.com/fr/products/fivetran/reviews)

Fivetran est la fondation de données pour l'IA. Une plateforme unique déplace, gère et transforme les données de chaque application, base de données, flux d'événements et fichier sur lesquels votre entreprise fonctionne en une fondation gouvernée sur laquelle les analyses, les opérations et l'IA peuvent agir. Les connecteurs se déploient en quelques minutes, fonctionnent de manière autonome et s'ajustent automatiquement lorsqu'une source change, de sorte que votre équipe de données passe son temps à construire, et non à maintenir des pipelines.

**Average Rating:** 4.3/5.0

**Total Reviews:** 808

#### How Do G2 Users Rate Fivetran?

- **Notifications:** 7.9/10 (Category avg: 8.6/10)
- **Observabilité:** 8.4/10 (Category avg: 8.8/10)
- **Intégrations d’API:** 8.5/10 (Category avg: 9.1/10)
- **Facilité d’administration:** 8.8/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Fivetran?

- **Vendeur:** [Fivetran](https://www.g2.com/fr/sellers/fivetran)
- **Site Web de l'entreprise:** www.fivetran.com
- **Année de fondation:** 2012
- **Emplacement du siège social:** Oakland, CA
- **Twitter:** @fivetran  
5,767 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7f1ca0a984cd3b7fe678e6cf023235ee7978629644faf3910a5df7f92b63eea3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffivetran%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,848 employés sur LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Ingénieur de données, Analyste de données
- **Top Industries:** Logiciels informatiques, Technologie de l'information et services
- **Company Size:** 59% Medium, 27% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs apprécient la **facilité d'utilisation** de Fivetran, profitant d'une intégration transparente et d'une maintenance sans effort après l'installation.
- Les utilisateurs apprécient la **configuration facile** de Fivetran, ce qui le rend simple à intégrer avec les applications existantes.
- Les utilisateurs apprécient la **facilité d'intégration** de Fivetran, permettant une connectivité transparente avec diverses applications et outils.
- Les utilisateurs apprécient le **support client réactif** de Fivetran, ce qui améliore leur expérience globale et leur satisfaction.
- Les utilisateurs apprécient la **mise en page intuitive et simple** de Fivetran, rendant la gestion des données sans effort et agréable.

##### Cons

- Les utilisateurs rencontrent des **problèmes de synchronisation** avec des échecs sporadiques et une confusion concernant les quotas d'utilisation, compliquant leur flux de travail.
- Les utilisateurs notent que le prix de Fivetran est **assez cher** , ce qui limite l'accessibilité pour de nombreux utilisateurs potentiels.
- Les utilisateurs rencontrent des **problèmes d'intégration** avec Fivetran, notamment en ce qui concerne la propriété du schéma et la modification efficace des connexions.
- Les utilisateurs trouvent que la **, nécessitant des connaissances techniques significatives pour naviguer efficacement dans le système au départ.**
- Les utilisateurs considèrent les **problèmes de tarification** de Fivetran comme un obstacle, souhaitant des coûts plus bas et des options plus flexibles pour l'accessibilité.

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

**["Pipelines sans code et auto-surveillants avec des connecteurs qui fonctionnent simplement"](https://www.g2.com/fr/survey_responses/fivetran-review-13137995)**

**Rating:** 5.0/5.0 stars

_— Umesh ._

[Read full review](https://www.g2.com/fr/survey_responses/fivetran-review-13137995)

**["Intégrations de données sans code rapides et fiables avec un énorme retour sur investissement"](https://www.g2.com/fr/survey_responses/fivetran-review-13138238)**

**Rating:** 4.5/5.0 stars

_— Jose Maria P._

[Read full review](https://www.g2.com/fr/survey_responses/fivetran-review-13138238)

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

- [What is Fivetran used for?](https://www.g2.com/fr/discussions/fivetran-what-is-fivetran-used-for) - 1 comment
- [À quoi sert le recensement ?](https://www.g2.com/fr/discussions/what-is-census-used-for)
- [Who owns Fivetran?](https://www.g2.com/fr/discussions/who-owns-fivetran)
- [Combien coûte Fivetran ?](https://www.g2.com/fr/discussions/how-much-does-fivetran-cost) - 1 comment
- [Fivetran est-il un outil ETL ?](https://www.g2.com/fr/discussions/is-fivetran-an-etl-tool) - 2 comments

### [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:** hightouch.com
- **Year Founded:** 2021
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=41277252bf1385f5946959ae4233f0ce80c128a51c95585d3b6fd16e2b24f128&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhightouchio%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 24% Small

#### 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)

**["Intuitive & well designed product, and great experience from Sales & Service"](https://www.g2.com/survey_responses/hightouch-review-8468529)**

**Rating:** 4.5/5.0 stars

_— Maël H._

[Read full review](https://www.g2.com/survey_responses/hightouch-review-8468529)

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

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

### [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:** 748

#### 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:** www.workato.com
- **Year Founded:** 2013
- **HQ Location:** Mountain View, California
- **Twitter:** @Workato  
3,641 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=229b7e77382a8d2c3a0aeebe68dfc2316ea2caa6dd5d95ed0ee0d08884e6fc88&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3675685&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 33% Large

#### 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?

**["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)

**["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)

#### 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)

### [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:** peliqan.io
- **Year Founded:** 2022
- **HQ Location:** Gent
- **Twitter:** @Peliqan\_io  
9 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ac685f03389350962bf33f4ac2f76b8cf7ed9b7db0a578cb8af2dae9592d04e1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpeliqan-data&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 45% Small, 43% Medium

#### 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?

**["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)

**["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)

### [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:** 34

#### 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)
- **Year Founded:** 2023
- **HQ Location:** Miami, US
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5e4c976b02a82b3b6116f60e96b58085a0c83185ed8f5ddd87fe217e326d4ff9&secure%5Burl%5D=http%3A%2F%2Flinkedin.com%2Fcompany%2Fmatia-data&secure%5Burl_type%5D=linkedin_company_website)  
54 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 62% Medium, 24% Small

#### 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?

**["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)

**["Easy to Use, Great Support, and Excellent Value"](https://www.g2.com/survey_responses/matia-review-13162951)**

**Rating:** 5.0/5.0 stars

_— Greg W._

[Read full review](https://www.g2.com/survey_responses/matia-review-13162951)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3c9f98055e4a813ded4435e17926040455f87f0f05caa8b1303fd97ab3681e53&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftwilio-inc-%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 42% Small

#### 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)

### [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:** 322

#### 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=79979469a3bee56c782598382543e7a4af65b7f1bcf71aea7d9fde07241e81e6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F800325%2F&secure%5Burl_type%5D=linkedin_company_website)  
249 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CEO, CTO
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 52% Small, 42% Medium

#### 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?

**["Easy, No-Code Data Sync Setup with Straightforward Pricing"](https://www.g2.com/survey_responses/skyvia-review-12828558)**

**Rating:** 5.0/5.0 stars

_— Emily C._

[Read full review](https://www.g2.com/survey_responses/skyvia-review-12828558)

**["Straightforward, Reliable Data Sync Between Cloud Apps and Databases"](https://www.g2.com/survey_responses/skyvia-review-12843850)**

**Rating:** 5.0/5.0 stars

_— Marcus W._

[Read full review](https://www.g2.com/survey_responses/skyvia-review-12843850)

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

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

### [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:** 111

#### 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:** www.growthloop.com
- **Year Founded:** 2015
- **HQ Location:** San Francisco, US
- **Twitter:** @growthloop  
70 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3e739d0062f7665e022eb3781647be9ed61de534df613682de15fc50e12fa8ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgrowthloop-co%2F&secure%5Burl_type%5D=linkedin_company_website)  
82 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Sports, Marketing and Advertising
- **Company Size:** 58% Large, 33% Medium

#### 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’s Intuitive UX Makes Segment Building Simple"](https://www.g2.com/survey_responses/growthloop-review-13173116)**

**Rating:** 5.0/5.0 stars

_— Meredith E._

[Read full review](https://www.g2.com/survey_responses/growthloop-review-13173116)

**["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)

### [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:** www.rudderstack.com
- **Year Founded:** 2019
- **HQ Location:** San Francisco, California
- **Twitter:** @RudderStack  
1,695 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=080bc3195986e7cdd761ac96f44346a55722583926f4cc42d6045c7301b1f863&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frudderlabs%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
129 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 54% Medium, 46% Small

#### 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?

**["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)

**["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)

### [Weld](https://www.g2.com/fr/products/weld-weld/reviews)

Weld offre un moyen ultra-rapide, sécurisé et fiable de transférer des données de tous vos outils, applications et bases de données vers des entrepôts de données cloud, tels que Snowflake, BigQuery et Databricks. Déployez des pipelines de données en quelques minutes avec des connecteurs qui s'adaptent aux changements de schéma, détectent les doublons, se réparent automatiquement en cas d'échec et fonctionnent sans maintenance, afin que votre équipe de données puisse se concentrer sur les insights, et non sur l'infrastructure.

**Average Rating:** 4.8/5.0

**Total Reviews:** 107

#### How Do G2 Users Rate Weld?

- **Notifications:** 8.7/10 (Category avg: 8.6/10)
- **Observabilité:** 9.0/10 (Category avg: 8.8/10)
- **Intégrations d’API:** 8.3/10 (Category avg: 9.1/10)
- **Facilité d’administration:** 9.1/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Weld?

- **Vendeur:** [Weld](https://www.g2.com/fr/sellers/weld-733aad41-2e36-4f42-9349-7d847f41d873)
- **Site Web de l'entreprise:** weld.app
- **Année de fondation:** 2021
- **Emplacement du siège social:** Copenhagen, DK
- **Twitter:** @WeldHQ  
98 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a6272b5c7f8f7c73e833cab0b50e3a05a9867df8ee92624bf27ca6278a5ad213&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fweldhq%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employés sur LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** PDG
- **Top Industries:** Logiciels informatiques, Détail
- **Company Size:** 58% Small, 41% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs s'extasient sur le **service client exceptionnel** chez Weld, résolvant les problèmes rapidement et améliorant l'expérience globale.
- Les utilisateurs apprécient la **facilité d'utilisation** de Weld, le trouvant simple à mettre en œuvre et à intégrer dans leurs flux de travail.
- Les utilisateurs apprécient les **capacités d'automatisation** de Weld, améliorant considérablement l'efficacité de l'intégration et de l'analyse des données.
- Les utilisateurs louent le **support client exceptionnel** et la facilité d'installation, améliorant considérablement leur expérience avec Weld.
- Les utilisateurs trouvent la **facilité d'implémentation** de Weld exceptionnelle, permettant une configuration rapide et des opérations BI rationalisées.

##### Cons

- Les utilisateurs trouvent les **connecteurs limités** dans le plan de base de Weld quelque peu restrictifs, bien que des mises à niveau soient disponibles pour plus d'options.
- Les utilisateurs trouvent les **connecteurs limités** dans le plan de base un peu restrictifs malgré le catalogue en expansion.
- Les utilisateurs trouvent les **intégrations limitées** de Weld quelque peu frustrantes, surtout avec les restrictions sur les connecteurs dans le plan de base.
- Les utilisateurs trouvent la **configuration complexe** difficile, surtout lorsqu'ils déboguent des requêtes complexes dans leurs processus de données.
- Les utilisateurs rencontrent occasionnellement des **problèmes de connexion** avec Weld, nécessitant une attention pour garantir une extraction de données stable.

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

**["ETL transparent avec un support exceptionnel"](https://www.g2.com/fr/survey_responses/weld-review-12858335)**

**Rating:** 5.0/5.0 stars

_— Edward S._

[Read full review](https://www.g2.com/fr/survey_responses/weld-review-12858335)

**["Intégration de données sans effort avec Weld"](https://www.g2.com/fr/survey_responses/weld-review-11123380)**

**Rating:** 5.0/5.0 stars

_— Shanil L._

[Read full review](https://www.g2.com/fr/survey_responses/weld-review-11123380)

### [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:** 288

#### 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:** hevodata.com
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California
- **Twitter:** @HevoData  
830 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfcc9c7aedbff9f9f9a43565428e81b3f220ae6429e31c33a423194949fd55fb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13296733%2F&secure%5Burl_type%5D=linkedin_company_website)  
242 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer, Data Analyst
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 49% Medium, 39% Small

#### 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?

**["Empowered Our Data Pipeline with Outstanding Support"](https://www.g2.com/survey_responses/hevo-data-review-13190322)**

**Rating:** 4.5/5.0 stars

_— Swathi S._

[Read full review](https://www.g2.com/survey_responses/hevo-data-review-13190322)

**["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)

#### 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

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8369032372bed5cba91755525547d3f9a4467f0fee9defec350caaa1108d9bee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2709076%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 32% Small

#### 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?

**["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)

**["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)

#### 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)

### [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:** 49

#### 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:** www.polytomic.com
- **Year Founded:** 2019
- **HQ Location:** San Francisco, California
- **Twitter:** @polytomic  
87 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cde0f69d4af92d53b0ed6219683e52149f1ff7706362774d8d1f25058aeec7f1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpolytomic%2F&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 55% Medium, 43% Small

#### 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?

**["Unmatched Support and Rock-Solid Syncs—Polytomic Just Works"](https://www.g2.com/survey_responses/polytomic-review-13217437)**

**Rating:** 5.0/5.0 stars

_— Fardad G._

[Read full review](https://www.g2.com/survey_responses/polytomic-review-13217437)

**["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)

### [Savant Labs](https://www.g2.com/products/savant-labs/reviews)

Savant is an AI workflow 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, audit-ready workflows, driving efficiency without sacrificing accuracy, control, or compliance. Savant integrates with your preferred LLM, including Claude, Copilot, ChatGPT, and private LLMs, so you control model choice, data residency, and cost. Ask in plain language for the workflow you want to build, or simply say "run this month's reconciliation," and Savant turns that instruction into a repeatable, governed, auditable workflow. 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 and auditability are built in, not bolted on: Audit trail, data lineage, SOX controls, role-based access, and evidence packs 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 workflow automation: Automate any workflow end to end — financial reconciliation, month-end close, tax provisioning, accruals, and more. Works with structured and unstructured data, including PDFs, scanned documents, and ERP extracts. - Reproducible results: 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, data lineage, and evidence packs: 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. - 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:** 51

#### 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:** www.savantlabs.io
- **Year Founded:** 2021
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5dcb585c5245667215a14c13aa5332e041e2aa08dcb405a69812a52bc310dd41&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsavant-labs&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Logistics and Supply Chain
- **Company Size:** 42% Large, 40% Medium

#### 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)

### [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:** 82

#### 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:** 8.4/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Meiro?

- **Seller:** [Meiro](https://www.g2.com/sellers/meiro)
- **Company Website:** www.meiro.io
- **Year Founded:** 2018
- **HQ Location:** Singapore, SG
- **Twitter:** @Meiro\_io  
126 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=46cbbd8beeae243034d7c6e0cbc272a345960079ab3389419528e7fc67bb1b76&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmeirocdp%2F&secure%5Burl_type%5D=linkedin_company_website)  
55 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 44% Medium, 39% Small

#### 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)

- ‹ Prev ‹ Prev
- 1
- [2](/it/categories/reverse-etl/mid-market?order=g2_score&page=2#product-list)
- [Next › Next ›](/it/categories/reverse-etl/mid-market?order=g2_score&page=2#product-list)

Categorie in evidenza

[Software di Gestione della Compensazione](https://www.g2.com/it/categories/compensation-management)

[Software di gestione delle risorse digitali](https://www.g2.com/it/categories/digital-asset-management)

[Software di elaborazione dei pagamenti](https://www.g2.com/it/categories/payment-processing)

[Software di Intelligenza di Piombo](https://www.g2.com/it/categories/lead-intelligence)

[Software di tracciamento delle chiamate in entrata](https://www.g2.com/it/categories/inbound-call-tracking)

Categorie simili

- [Piattaforme di Integrazione dei Big Data](/it/categories/big-data-integration-platforms)
- [Migrazione al cloud](/it/categories/cloud-migration)
- [Piattaforme di Integrazione Incorporate](/it/categories/embedded-integration-platforms)

- [Bus di Servizi Aziendali (ESB)](/it/categories/enterprise-service-bus-esb)
- [Strumenti ETL](/it/categories/etl-tools)
- [iPaaS](/it/categories/ipaas)

- [Analisi del flusso](/it/categories/stream-analytics)

[Browse Reverse ETL Themes](/it/categories/reverse-etl/themes)