# Best Analytics Platforms - Page 5

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 371

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Aible (+4.36%) - Among all products in this category, Aible recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Analytics Platforms Products?

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

- 30 Analysts and Data Experts
- 28,900+ Authentic Reviews
- 371+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Analytics Platforms
 ![G2 Grid® for Analytics Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/analytics-platforms/grids.png?focus%5B%5D=29364&focus%5B%5D=1213&focus%5B%5D=10470&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=27024)

Highlighted products: Microsoft Power BI, Tableau, Databricks, SAS Viya, Alteryx, Domo, Looker, and Kyvos Semantic Layer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=kyvos-semantic-layer)

**Sponsored**

### KNIME

KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=620&secure%5Bchosen_at%5D=2026-08-10T03%3A20%3A35Z&secure%5Bdisplayable_resource_id%5D=620&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=620&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=16291&secure%5Bresource_id%5D=620&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fanalytics-platforms%3FhsCtaTracking%3Dda78c647-2cbc-4cf3-b7bf-0a97676c2161%257Cc1f67751-8cd1-4875-8e62-7a1ace41769a%26page%3D5&secure%5Btoken%5D=10e99c424b516b719c7b656ca7d03267f360d96c09c9d6fd808009f9be8cbd30&secure%5Burl%5D=https%3A%2F%2Fwww.knime.com%2Flp%2Fdemo%3Futm_medium%3D3rd-party%26utm_source%3DG2%26utm_campaign%3Dbrand%26utm_term%3Dpaid%26utm_content%3D&secure%5Burl_type%5D=custom_url)

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

Sisense is an API-first analytics platform that modernizes businesses by seamlessly integrating in-context analytics within applications, leading to action-oriented insights that enhance decision intelligence.

**Average Rating:** 4.2/5.0

**Total Reviews:** 987

#### How Do G2 Users Rate Sisense?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.7/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Sisense?

- **Seller:** [Sisense, Inc.](https://www.g2.com/sellers/sisense-inc)
- **Company Website:** www.sisense.com
- **Year Founded:** 2004
- **HQ Location:** New York
- **Twitter:** @Sisense  
6,543 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2b7e7179b343ec502e8de8affd12c867bbf2bed15056ba11da8df09ff79586a2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F148828%2F&secure%5Burl_type%5D=linkedin_company_website)  
534 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Product Manager
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 57% Medium, 24% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** and simple design of Sisense, making BI accessible for everyone.
- Users value the **intuitive data visualization** features of Sisense, which enable rapid and easy dashboard creation.
- Users value the **easy integration** with multiple systems, enhancing overall workflow and functionality for developers.
- Users praise the **helpful customer support** of Sisense, emphasizing responsiveness and effective assistance from CSMs.
- Users value the **intuitive dashboard customization** in Sisense, enabling rapid development of engaging, actionable visualizations.

##### Cons

- Users find the **learning curve steep** , with challenges in basic functionalities, training, and report organization.
- Users find **missing features** to be a barrier, struggling with report customization, data models, and aggregations.
- Users report frequent **bugs** and challenges with updates, formulas, visuals, and diminishing support quality in Sisense.
- Users often struggle with **dashboard issues** like limited column resizing, poor report management, and difficult filter navigation.
- Users find the **limited customization options** in Sisense complex, hindering their ability to create tailored dashboards.

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

**["Powerful BI Tool with Flexible Customization"](https://www.g2.com/survey_responses/sisense-review-8044935)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/sisense-review-8044935)

**["Customizable Dashboards, but Data Freshness Challenges"](https://www.g2.com/survey_responses/sisense-review-8849455)**

**Rating:** 4.5/5.0 stars

_— Chris P._

[Read full review](https://www.g2.com/survey_responses/sisense-review-8849455)

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

- [What is Sisense used for?](https://www.g2.com/discussions/sisense-what-is-sisense-used-for) - 1 comment
- [What is Sisense Healthcare Analytics used for?](https://www.g2.com/discussions/what-is-sisense-healthcare-analytics-used-for)
- [What does Sisense cost?](https://www.g2.com/discussions/what-does-sisense-cost)
- [Who uses Sisense?](https://www.g2.com/discussions/who-uses-sisense) - 1 comment
- [What is Sisense used for?](https://www.g2.com/discussions/what-is-sisense-used-for) - 2 comments

### [Mode](https://www.g2.com/products/mode-mode/reviews)

Mode is the first BI platform to embrace the way modern data teams work, which enables data leaders to drive more efficient, higher impact analysis and increased data maturity through true self-service. As the unified intelligence layer, Mode maximizes modern data stack ROI and turns data into a competitive advantage for leading businesses across all sectors and stages.

**Average Rating:** 4.5/5.0

**Total Reviews:** 319

#### How Do G2 Users Rate Mode?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.1/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Mode?

- **Seller:** [Mode Analytics, Inc.](https://www.g2.com/sellers/mode-analytics-inc)
- **Year Founded:** 2013
- **HQ Location:** San Francisco, California
- **Twitter:** @ModeAnalytics  
6,658 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3be0d9aafcf11a5779287e5805d5fa06e4f5684f93b64bb576a5bd9f7cf1adf3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3307518%2F&secure%5Burl_type%5D=linkedin_company_website)  
690 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Scientist, Data Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 47% Medium, 29% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **balance between analytics and self-service exploration** , enhancing visibility and usability across the organization.
- Users value the **customization options** in Mode, enhancing usability for diverse roles and improving feature tracking.
- Users find Mode's **ease of implementation** enhanced by SSO, facilitating organization-wide access and feature tracking.
- Users appreciate the **ease of use** in Mode, benefiting from its clear interface and seamless implementation.
- Users value the **efficiency** of Mode, benefiting from its clear visibility and useful scheduling options for data tracking.

##### Cons

- Users find **complex setup** challenging, especially for less technical individuals needing considerable administrator support for integration.
- Users find **complex usage** challenging, particularly for those less technical, needing significant admin support for integration.
- Users find **on-boarding less technical users** challenging, as it requires significant admin support for data integration.
- Users find **difficult learning** for less technical users, requiring significant admin support for effective onboarding.
- Users find **initial difficulty** onboarding less technical users, requiring admin support for source authentication despite easy integration.

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

**["Powerful and Flexible platform for data driven decision making"](https://www.g2.com/survey_responses/mode-review-11476277)**

**Rating:** 4.5/5.0 stars

_— Gopi k._

[Read full review](https://www.g2.com/survey_responses/mode-review-11476277)

**["Outstanding!"](https://www.g2.com/survey_responses/mode-review-7980594)**

**Rating:** 5.0/5.0 stars

_— Stephan R._

[Read full review](https://www.g2.com/survey_responses/mode-review-7980594)

### [SAS Augmented Analytics & Business Intelligence](https://www.g2.com/products/sas-augmented-analytics-business-intelligence/reviews)

SAS offers an integrated, robust and flexible presentation layer for the full breadth of SAS Analytics capabilities

**Average Rating:** 4.3/5.0

**Total Reviews:** 68

#### How Do G2 Users Rate SAS Augmented Analytics & Business Intelligence?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind SAS Augmented Analytics & Business Intelligence?

- **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2)
- **Year Founded:** 1976
- **HQ Location:** Cary, NC
- **Twitter:** @SASsoftware  
60,863 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64db42c044af5bbad79bd9677a620a6c31a8ff1abf4e7b2a6f1d6ed9561d105d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1491%2F&secure%5Burl_type%5D=linkedin_company_website)  
18,638 employees on LinkedIn®
- **Phone:** 1-800-727-0025

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Banking
- **Company Size:** 60% Large, 24% Medium

#### What Are Recent G2 Reviews of SAS Augmented Analytics & Business Intelligence?

**["SAS BI - APAC LOGISTICS LEADER"](https://www.g2.com/survey_responses/sas-augmented-analytics-business-intelligence-review-9106524)**

**Rating:** 4.5/5.0 stars

_— Sathish A._

[Read full review](https://www.g2.com/survey_responses/sas-augmented-analytics-business-intelligence-review-9106524)

**["Invulnerable From Conclusion to Conclusion The extreme announcing arrangement for SAP Trade Insights"](https://www.g2.com/survey_responses/sas-augmented-analytics-business-intelligence-review-9026320)**

**Rating:** 4.0/5.0 stars

_— Akash S._

[Read full review](https://www.g2.com/survey_responses/sas-augmented-analytics-business-intelligence-review-9026320)

#### What Are G2 Users Discussing About SAS Augmented Analytics & Business Intelligence?

- [How much does SAS cost?](https://www.g2.com/discussions/how-much-does-sas-cost)
- [What does SAS software do?](https://www.g2.com/discussions/what-does-sas-software-do)
- [What does the SAS Intelligence Platform contain?](https://www.g2.com/discussions/what-does-the-sas-intelligence-platform-contain)
- [What is SAS Business Intelligence?](https://www.g2.com/discussions/what-is-sas-business-intelligence) - 2 comments

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

DataGPT is the world's first conversational AI analyst enabling users to ask any questions about their data in natural language and receive complete answers within seconds. DataGPT is fully autonomous chatbot with memory, capable of answering complex questions like "why did revenue drop?" and having any data-related conversation with any user. DataGPT revolutionizes data analysis by letting you talk directly with your data, delivering instant, analyst-grade insights for smarter business decisions. Our customers experience significant revenue growth and cost reduction, resulting in an average ROI of 2,178% per quarter. How it works: 1. Connects to any Data Source - Easily connect, define your schema, and create a single source of truth for all users. 2. Analyst-Quality Answers - DataGPT performs expert-level analysis across every segment in your data. 3. Instant Responses - DataGPT queries millions of data points 100x faster than current data warehouses. 4. Explore and Drill into your Data - With each DataGPT answer, the Data Navigator allows further exploration and exhaustive drill down capabilities. DataGPT is a product developed and owned by Comparative, Inc.

**Average Rating:** 4.7/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate DataGPT?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.4/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind DataGPT?

- **Seller:** [Comparative](https://www.g2.com/sellers/comparative)
- **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=4edcae6a04842ed769d6349732fec28f6a288dc222470322849a6cd1d716a691&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcomparative%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 63% Medium, 31% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **efficiency** of DataGPT in refining data perfectly from vast data sets.

##### Cons

- Users report a **lack of detail** in DataGPT, often missing crucial information when needed.

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

**["An AI Analytics Platform Powered by its Helpful Employees"](https://www.g2.com/survey_responses/datagpt-review-9933737)**

**Rating:** 4.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/datagpt-review-9933737)

**["Filtering Data With Perfection"](https://www.g2.com/survey_responses/datagpt-review-11741959)**

**Rating:** 5.0/5.0 stars

_— Vishakha V._

[Read full review](https://www.g2.com/survey_responses/datagpt-review-11741959)

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

Klipfolio Klips is a dashboard and reporting platform that lets you build real-time, pixel-perfect data visualizations and distribute powerful custom dashboards and reports. It allows teams and businesses to connect, model, and visualize data from multiple sources in one place, helping your team or your clients make informed, data-driven decisions. Product Category Klips falls under the category of business intelligence and dashboard software, specifically designed to create dynamic, customizable data visualizations. It focuses on empowering small and mid-sized businesses with accessible, real-time analytics to unify their data for better insights and performance tracking. Klipfolio Klips is ideal for: - Small and Mid-Sized Businesses: Teams looking for a cost-effective way to gain actionable insights and improve decision-making with custom dashboards. - Data Analysts: Professionals who need flexible tools to model, visualize, and distribute metrics to stakeholders. - Client-Focused Organizations: Agencies or teams who want to create professional, branded dashboards for their clients. Klipfolio Klips helps businesses gain a single source of truth for their data with: - Real-Time Dashboards: Build highly customizable dashboards that update in real-time to track business performance. - Wide Data Integration: Connect to hundreds of services, APIs, databases, and spreadsheets for seamless data aggregation. - Data Modeling Tools: Transform, combine, and format data within Klipfolio to prepare it for analysis. - Customizable Visualizations: Create pixel-perfect charts, graphs, and visualizations tailored to your unique needs. - Accessible Reports: Share insights through PDF reports, scheduled emails, or published dashboard links for external access. - With Klips, teams can centralize their data, ensure consistency, and access insights anytime, anywhere, helping them make smarter, more informed decisions.

**Average Rating:** 4.5/5.0

**Total Reviews:** 240

#### How Do G2 Users Rate Klipfolio?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.4/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Klipfolio?

- **Seller:** [Klipfolio](https://www.g2.com/sellers/klipfolio)
- **Year Founded:** 2001
- **HQ Location:** Ottawa, ON
- **Twitter:** @klipfolio  
4,430 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bdbfe13f7d563b133d241982c25b0227b9bd2fccfa97025535318a7c9bc57878&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fklipfolio%2F&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 55% Small, 36% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **seamless integrations** of Klipfolio, enabling smooth connections with various data sources effortlessly.
- Users value the **responsive customer support** of Klipfolio, which ensures they never feel stuck with issues.
- Users praise Klipfolio for its **ease of understanding** , allowing quick setup and smooth integration with data sources.
- Users find Klipfolio easy to use with **smooth connectivity** to data sources and excellent support when needed.
- Users find Klipfolio's **intuitive design** and clean UI greatly enhance their experience and integration capabilities.

##### Cons

- Users find the **limited chart functionality** of Klipfolio restricts advanced data analysis compared to other tools.

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

**["Recruiting and workforce data finally live in one shared view"](https://www.g2.com/survey_responses/klipfolio-review-13167850)**

**Rating:** 4.5/5.0 stars

_— Anna H._

[Read full review](https://www.g2.com/survey_responses/klipfolio-review-13167850)

**["Klipfolio Review"](https://www.g2.com/survey_responses/klipfolio-review-11750230)**

**Rating:** 5.0/5.0 stars

_— sumeet y._

[Read full review](https://www.g2.com/survey_responses/klipfolio-review-11750230)

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

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

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

Usermaven is an AI-powered marketing attribution and product analytics platform for B2B SaaS companies and agencies. It connects every marketing touchpoint to revenue using multi-touch attribution, unified website and product analytics, and CRM data, helping teams see which campaigns, channels, and ads actually drive conversions.

**Average Rating:** 4.8/5.0

**Total Reviews:** 95

#### How Do G2 Users Rate Usermaven?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Usermaven?

- **Seller:** [Usermaven Inc.](https://www.g2.com/sellers/usermaven-inc)
- **Year Founded:** 2021
- **HQ Location:** Delaware, DE
- **Twitter:** @usermaven  
337 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4236baefe0a0f0ee0066c0499a2e37a600a461cab5a0fb3c304f48e80634408a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fusermaven%2F&secure%5Burl_type%5D=linkedin_company_website)  
10 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Founder, Owner
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 97% Small, 3% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise Usermaven for its **ease of use** and intuitive dashboard, enhancing their marketing analytics experience significantly.
- Users love the **easy setup** of Usermaven, finding it effortless and efficient for their analytics needs.
- Users value the **granularity and real-time reporting** of Usermaven, enhancing marketing analytics and user understanding.
- Users praise Usermaven's **intuitive interface** , allowing easy navigation and efficient data tracking without technical expertise.
- Users commend the **effortless setup** of Usermaven, enabling easy tracking without the need for technical expertise.

##### Cons

- Users find the **learning curve steep** , suggesting enhanced documentation and tutorials for a better onboarding experience.
- Users miss the **real-time monitoring** of website visitors that was available in previous analytics versions.
- Users desire **difficult customization** options for Usermaven, particularly for branding elements like colors and design.
- Users face **email integration issues** with Usermaven, which may affect the overall functionality and experience.
- Users experience **ineffective error handling** for bot traffic spikes, which occasionally disrupts their analysis experience.

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

**["Fast Setup, Powerful Multi-Touch Attribution Platform"](https://www.g2.com/survey_responses/usermaven-review-13183088)**

**Rating:** 4.5/5.0 stars

_— amna f._

[Read full review](https://www.g2.com/survey_responses/usermaven-review-13183088)

**["Best Marketing Attribution Platform with 10/10 Onboarding and Support"](https://www.g2.com/survey_responses/usermaven-review-12261172)**

**Rating:** 4.5/5.0 stars

_— Imrana E._

[Read full review](https://www.g2.com/survey_responses/usermaven-review-12261172)

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

Unscrambl’s 'Qbo' is an AI-powered, personal data analyst that allows business users to have natural language conversations with their data. Key features include NLQ, NLG, Automated Insights, machine initiated conversations, and active collaboration. Unscrambl Qbo is available as a native application on Microsoft Teams, deeply leveraging capabilities to enable remote workers with ‘live’ access to insights, storyboards during their work and meetings.

**Average Rating:** 4.7/5.0

**Total Reviews:** 31

#### How Do G2 Users Rate Qbo?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Qbo?

- **Seller:** [Unscrambl Inc](https://www.g2.com/sellers/unscrambl-inc)
- **Year Founded:** 2013
- **HQ Location:** Atlanta, US
- **Twitter:** @unscrambl  
163 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f9d8a8e7438c4429f2e5d81cd605f31d49fe8a481662695af467c14faa0c35a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funscrambl%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting
- **Company Size:** 69% Medium, 28% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **efficient data management** of Qbo, appreciating Proconnect integration and reduced manual entry.
- Users value the **automation of quick report generation** and seamless integration with Proconnect in Qbo.
- Users find Qbo's **ease of learning** remarkable, thanks to its intuitive design and seamless integration with various software.
- Users find Qbo to be **easy to use** , with a wealth of features readily accessible and understandable.
- Users appreciate the **easy integrations** of Qbo, enabling seamless connection with Proconnect for quick reporting.

##### Cons

- Users feel that **bank reconciliation** in Qbo can be more simplified to enhance usability and efficiency.
- Users find the **confusing pricing** of Qbo to be a drawback, particularly with costly add-ons compared to competitors.
- Users find the **pricing to be expensive** compared to competitors, particularly when considering additional features.
- Users struggle with the **learning curve** of Qbo, as it differs significantly from traditional desktop accounting software.
- Users feel the **user interface could be more attractive** , enhancing overall experience with Qbo.

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

**["Best accounting software in this decade."](https://www.g2.com/survey_responses/qbo-review-11545714)**

**Rating:** 5.0/5.0 stars

_— Piyush K._

[Read full review](https://www.g2.com/survey_responses/qbo-review-11545714)

**["Best bookkeeping software in last 10 years."](https://www.g2.com/survey_responses/qbo-review-11448639)**

**Rating:** 4.5/5.0 stars

_— CA Piyush M._

[Read full review](https://www.g2.com/survey_responses/qbo-review-11448639)

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

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

**Average Rating:** 4.7/5.0

**Total Reviews:** 21

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

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

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

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

#### Who Uses This Product?

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

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

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

**Rating:** 5.0/5.0 stars

_— Kay F._

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

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

**Rating:** 5.0/5.0 stars

_— Alex O._

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

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

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

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

Draxlr is a self-service Business intelligence and an embedded analytics tool built for SaaS teams. Most teams get their first embedded dashboard live within days. The setup is straightforward enough that non-technical team members can build and update dashboards without writing SQL, using the drag-and-drop builder or the AI query tool that generates queries from plain English. For SaaS products that need customer-facing analytics, Draxlr embeds fully interactive dashboards via HTML, ReactJS SDK, VueJS SDK, or backend API. The Premium plan starts at $75/month and includes white labeling, unlimited customer viewers, and multi-tenant data filtering, with no per-viewer fees at any scale. For internal teams, Draxlr provides real-time dashboards, alerts when critical metrics change, scheduled reports, and secure shareable dashboard links for client reporting. Draxlr connects with all major SQL databases like Postgres, MySQL, Supabase, MariaDB, MSSQL, CockroachDB, Redshift, PlanetScale, YugaByte, BigQuery, Snowflake, ClickHouse, Databricks, Neon.

**Average Rating:** 4.8/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Draxlr?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Draxlr?

- **Seller:** [Draxlr](https://www.g2.com/sellers/draxlr)
- **Year Founded:** 2016
- **HQ Location:** Bengaluru, Karnataka, India
- **Twitter:** @getdraxlr  
71 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfeb5f68560ce913b9dce84436b54d58e807db8f6e5673ed76108d6b2eaac518&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdraxlr-business-intelligence%2F&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 92% Small, 8% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users love Draxlr for its **ease of use** , making dashboard creation simple and intuitive for everyone.
- Users commend the **responsive customer support** of Draxlr, noting quick and helpful assistance from the team.
- Users love the **intuitive charting features** of Draxlr, making it easy to create impressive dashboards effortlessly.
- Users find the **user-friendly data visualization** of Draxlr significantly enhances their business growth and decision-making.
- Users find Draxlr's setup to be **super easy** , enabling quick implementation and boosting business growth through effective data visualization.

##### Cons

- Users find the **user management challenging** , requiring time to adjust for internal team collaboration.
- Users desire more **customization options** for polar and radar graphs in Draxlr to enhance their experience.

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

**["Exactly what we needed for embedded analytics at a fair price"](https://www.g2.com/survey_responses/draxlr-review-12752067)**

**Rating:** 4.5/5.0 stars

_— Jayesh M._

[Read full review](https://www.g2.com/survey_responses/draxlr-review-12752067)

**["Easy to Use with All the Features I Need"](https://www.g2.com/survey_responses/draxlr-review-12746100)**

**Rating:** 5.0/5.0 stars

_— Daniel P._

[Read full review](https://www.g2.com/survey_responses/draxlr-review-12746100)

### [Business Pulse](https://www.g2.com/products/business-pulse/reviews)

Business Pulse, Chat based business intelligence platform Features: 1. Natural  Language Data Chat: Ask questions in plain English, no SQL or technical skills required. 2. Trainable, Context-Aware AI: Tailor the platform to your business by defining KPIs, domain-specific terms, and validation rules. Responses can be customized per team, and the AI improves over time through feedback. 3. Transparent, Self-Service Analytics: Empower teams, founders, marketers, product managers, ops to explore data independently, fostering data-driven decision-making across the business. 4. Exportable Insights: Convert AI-generated answers into charts, spreadsheets, or reports, perfect for meetings, reviews, or presentations. 5. Customizable Onboarding & Setup: Whether you need a fully managed solution or need assistance designing a data warehouse and semantic layer, tailored onboarding is available. 6. Secure, Compliant Data Handling: Data remains within your cloud infrastructure. Business Pulse connects securely to your semantic layer without moving data, and supports enterprise-grade security including encryption, access control, monitoring, and SOC 2 compliance in progress. 7. Wide Data Source Support: Integrates with major cloud data warehouses (BigQuery, Snowflake, Redshift) and relational databases (PostgreSQL, MySQL, SQL Server), with custom connectors available at no extra cost. Benefits: 1. Quick Business Insights for Everyone: Teams get answers in seconds, just by chatting. No BI training, dashboards, or technical barriers. 2. Faster, Smarter Decisions: Real-time access to trusted insights means faster pivots, better forecasting, and more confident choices. 3. Save Data Team Resources: Reduce the volume of ad hoc reporting requests and empower data teams to focus on high-leverage work. 4. Customizable to Fit Any Business: Define your own metrics, filters, and governance controls to ensure insights reflect how your business runs. 5. Enterprise-Ready from Day One: Built with compliance, scalability, and security in mind for organizations of any size Who Is It for? 1. Business Decision-Makers: Founders, executives, department heads needing instant answers to business questions 2. Non-Technical Teams: Marketing, product, operations, customer success, HR, and finance teams that rely on insights but don’t use BI tools 3. Data Analysts & Engineers: Looking to scale impact by enabling self-service across the org, without sacrificing governance 4. Consultants & Agencies: Deliver client-facing insights faster and with less manual effort 5. Enterprise IT & BI Teams: Wanting a secure, compliant conversational layer on top of existing infrastructure

**Average Rating:** 4.9/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Business Pulse?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Business Pulse?

- **Seller:** [Venture AI](https://www.g2.com/sellers/venture-ai)
- **Year Founded:** 2023
- **HQ Location:** Austin, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bca48d29420de9e8ccc06376baa22f5e33236fe4924255a4999ebb8cf72764ab&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fventureaicorp&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Business Pulse?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **instant data insights** from Business Pulse, enhancing decision-making and overall operational efficiency.
- Users appreciate the **ease of use** of Business Pulse, quickly receiving clear insights through simple, everyday questions.
- Users appreciate the **speed of insights** from Business Pulse, receiving instant answers that enhance decision-making efficiency.
- Users value the **seamless integration of data** , allowing for quick, actionable insights within a single platform.
- Users appreciate the **ease of understanding** with Business Pulse, effortlessly accessing clear insights and data quickly.

##### Cons

- Users find a steep **learning curve** when formulating complex questions effectively within Business Pulse.
- Users feel a need for more **customization options** in results display, particularly for team-wide reporting needs.
- Users suggest that **pricing issues** could be improved for a better overall experience with Business Pulse.

#### What Are Recent G2 Reviews of Business Pulse?

**["Our IT Company’s Trusted AI Partner"](https://www.g2.com/survey_responses/business-pulse-review-11598936)**

**Rating:** 5.0/5.0 stars

_— Sheri L._

[Read full review](https://www.g2.com/survey_responses/business-pulse-review-11598936)

**["A must-have tool for RevOps visibility and efficiency"](https://www.g2.com/survey_responses/business-pulse-review-11673579)**

**Rating:** 5.0/5.0 stars

_— Dylan W._

[Read full review](https://www.g2.com/survey_responses/business-pulse-review-11673579)

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

Successful businesses are founded on exceptional execution, which is driven by a deep understanding of key performance indicators (KPIs) and data insights. Achieving data clarity is challenging when sales, marketing, customer, billing, and financial data are siloed across disconnected systems and spreadsheets. Enter Discern. We automate the heavy lifting of business performance analytics, such as pipeline tracking, ARR, NRR analytics, and marketing attribution, turning what used to be days of manual reconciliation or years of BI builds into automated, real-time insights. No more wrestling with spreadsheets or questioning your numbers – just clear, consistent performance data you can trust. But we didn't stop there. Because in this new environment, understanding your own performance is only half the story. You also need industry context – and we're not talking about stale benchmarks released annually, but rather straight-from-the-source benchmarks that pick up on market changes just as they begin to manifest. Whether you're running team meetings, fine-tuning your strategy, prepping for a big board meeting, or pitching new investors, Discern helps you operate with confidence. Our combination of automated performance analytics and real-time, system-validated benchmarks gives you the complete story behind your performance, so you can focus on making the decisions that matter.

**Average Rating:** 4.8/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Discern?

- **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 7.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Discern?

- **Seller:** [Discern AI, Inc.](https://www.g2.com/sellers/discern-ai-inc)
- **Year Founded:** 2020
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a9ef300e60d7f13db6222eeac7edb4e7cc4ee31b7dad9f0fa4031e310717266b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F74602590&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 86% Medium, 14% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Discern's **ease of use** highly beneficial, facilitating effective data visualization and insights with excellent support.
- Users love the **responsive customer support** from Discern, ensuring quick changes and effective guidance throughout implementation.
- Users commend the **easy implementation process** of Discern, facilitating quick data access and enhancing operational efficiency.
- Users value the **centralized and intuitive reporting** of Discern, transforming hours of work into quick insights.
- Users value the **real-time analytics** offered by Discern, providing necessary visibility for effective decision-making.

##### Cons

- Users find the **data inaccuracy** in Discern challenging, especially with nuanced metrics that confuse executive understanding.
- Users find the **complexity** of Discern challenging, particularly with nuanced metrics and installation difficulties for non-technical individuals.
- Users find the **complex usage** of Discern challenging, particularly those lacking technical knowledge or data analysis skills.
- Users find the **lack of detail** in metrics confusing, hindering understanding for executives and technical learners alike.
- Users find the **learning curve steep** with Discern, especially for those lacking technical skills and data understanding.

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

**["Trustworthy ARR Reporting with Flexible, Low-Maintenance Integrations"](https://www.g2.com/survey_responses/discern-review-12730296)**

**Rating:** 4.5/5.0 stars

_— Nick Z._

[Read full review](https://www.g2.com/survey_responses/discern-review-12730296)

**["Marketing Cohort Analytics—A Million Times Easier with Discern"](https://www.g2.com/survey_responses/discern-review-11149095)**

**Rating:** 5.0/5.0 stars

_— Rick S._

[Read full review](https://www.g2.com/survey_responses/discern-review-11149095)

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

ConverSight is a Contextual Decision Intelligence Platform, built based on its patented Augmented Conversational AI and Analytics techniques. ConverSight's AI assistant, Athena, delivers business insights by connecting to customer’s data and generating insights & recommendations using machine learning techniques. With ConverSight, businesses are able to implement artificial intelligence in their response planning methods, allowing for better accuracy, stronger decision-making, and smoother reaction times, which ultimately reduces costs and drastically improves the function of the supply chain. ConverSight acts as a Supply Chain Control Tower to help businesses optimize operations, minimize disruptions, and resolve critical issues in real time. ConverSight's AI business assistant, Athena, offers businesses greater data visibility and insights to proactively improve their supply chains and make other accurate, informed decisions

**Average Rating:** 4.5/5.0

**Total Reviews:** 40

#### How Do G2 Users Rate ConverSight?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ConverSight?

- **Seller:** [ConverSight](https://www.g2.com/sellers/conversight)
- **Company Website:** conversight.ai
- **Year Founded:** 2017
- **HQ Location:** Indianapolis, IN
- **Twitter:** @ConverSight\_ai  
176 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=510af0b87bf2445f2491007a4dd53275ec73206a919dd7b0bb1d34b60f4cd069&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconversight%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Food & Beverages
- **Company Size:** 81% Small, 16% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of ConverSight, enabling quick report generation and instant access to vital data.
- Users highlight the **efficiency** of ConverSight, enabling quick access to crucial data and streamlining decision-making processes.
- Users value the **seamless integrations** of ConverSight, enabling efficient data access across all systems for better decision-making.
- Users value the **fast and integrated performance** of ConverSight, enabling quick, informed decisions for supply chain management.
- Users appreciate the **conversational insights and visual dashboards** of ConverSight, enhancing data exploration and strategic planning.

##### Cons

- Users find the **complexity of querying and data integration** in ConverSight to hinder their overall experience.
- Users find the **limited customization** options frustrating, impacting their ability to tailor insights and presentations effectively.
- Users experience **challenging data integration** with legacy systems and specialized sources, impacting usability and efficiency.
- Users face **integration issues** with ConverSight, struggling with specialized data sources and challenging natural language queries.
- Users experience a **steep learning curve** with ConverSight, finding it challenging to formulate complex queries effectively.

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

**["It's our practical solution for faster and more consistent reporting"](https://www.g2.com/survey_responses/conversight-review-12522561)**

**Rating:** 4.5/5.0 stars

_— Ludmila B._

[Read full review](https://www.g2.com/survey_responses/conversight-review-12522561)

**["It urns complex data into actionable insights"](https://www.g2.com/survey_responses/conversight-review-12467977)**

**Rating:** 4.5/5.0 stars

_— Ramon V._

[Read full review](https://www.g2.com/survey_responses/conversight-review-12467977)

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

- [What is ConverSight.ai used for?](https://www.g2.com/discussions/what-is-conversight-ai-used-for)

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

DataWalk is an enterprise Graph & AI platform that uncovers complex relationships and knowledge within raw, dispersed data. It transforms this into actionable insights for decision-making by combining: an investigative visual interface for limitless exploration of data and relationships; a powerful engine that automatically detects patterns and anomalies in contextualized data at scale; and an architecture that enables secure, explainable, and high-performance AI adoption. DataWalk is an enterprise Graph & AI platform that uncovers complex relationships and knowledge within raw, dispersed data. It transforms this into actionable insights for decision-making by combining: an investigative visual interface for limitless exploration of data and relationships; a powerful engine that automatically detects patterns and anomalies in contextualized data at scale; and an architecture that enables secure, explainable, and high-performance AI adoption.

**Average Rating:** 4.7/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate DataWalk?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.1/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind DataWalk?

- **Seller:** [DataWalk](https://www.g2.com/sellers/datawalk)
- **HQ Location:** Redwood City, CA
- **Twitter:** @DataWalk  
1,091 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5df2a17fdb87eb7c9659d868eaf757db210458eb018391e379a16206493820b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatawalk%2F&secure%5Burl_type%5D=linkedin_company_website)  
122 employees on LinkedIn®
- **Ownership:** DAT (WSE)

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

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

**["DataWalk is the best way to integrate complex dashboards"](https://www.g2.com/survey_responses/datawalk-review-8553280)**

**Rating:** 5.0/5.0 stars

_— Lisa L._

[Read full review](https://www.g2.com/survey_responses/datawalk-review-8553280)

**["Great analytics tool"](https://www.g2.com/survey_responses/datawalk-review-8477873)**

**Rating:** 4.0/5.0 stars

_— veeresh g._

[Read full review](https://www.g2.com/survey_responses/datawalk-review-8477873)

### [Whaly](https://www.g2.com/products/whaly-whaly/reviews)

We believe that analytics should benefit everyone. Whaly is an integrated, self-service business intelligence platform that enables data teams and business teams to work better together. Business teams are empowered to access, analyze, and share data from the tools they already use every day - HubSpot, Salesforce, Google Analytics, and more - with no technical expertise required. This means no more waiting on data teams for answers to every question. In parallel, data teams get some time back to focus on fewer menial tasks. With Whaly, you can connect, model, visualize and share your data - all from one place. Our mission is to boost adoption and foster company-wide trust in data, so that your company can make better, more informed decisions. Time to make your data work harder for you - not the other way around.

**Average Rating:** 4.8/5.0

**Total Reviews:** 25

#### How Do G2 Users Rate Whaly?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Steps to Answer:** 10.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Whaly?

- **Seller:** [Whaly](https://www.g2.com/sellers/whaly)
- **Year Founded:** 2020
- **HQ Location:** Paris, FR
- **Twitter:** @WhalyHQ  
56 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5696dd2b141c55e4779d2d350d670c5503c54d14fbcf43d19ff1f9422a36084d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwhalyhq%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 44% Medium, 40% Small

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

**["Great tool of self-service business intelligence and data visualization platform"](https://www.g2.com/survey_responses/whaly-review-8030954)**

**Rating:** 4.5/5.0 stars

_— Bastien E._

[Read full review](https://www.g2.com/survey_responses/whaly-review-8030954)

**["Superb BI tool that adapts to the needs of each business unit !"](https://www.g2.com/survey_responses/whaly-review-8209599)**

**Rating:** 5.0/5.0 stars

_— Simon M._

[Read full review](https://www.g2.com/survey_responses/whaly-review-8209599)

### [Apache Superset](https://www.g2.com/products/apache-superset/reviews)

Apache Superset is an open-source data exploration and visualization platform designed to handle data at scale. It enables users to create interactive dashboards and perform complex data analyses with ease. Superset supports a wide range of data sources and integrates seamlessly with various databases, making it a versatile tool for data professionals. Key Features and Functionality: - Interactive Dashboards: Build and customize dashboards with a variety of visualization options to represent data effectively. - SQL IDE: Utilize a rich SQL editor with syntax highlighting and autocomplete features for efficient query writing. - Extensive Database Support: Connect to numerous databases, including relational and non-relational systems, through a robust connector framework. - Security and Authentication: Implement granular access control and integrate with various authentication backends to ensure data security. - Scalability: Designed to scale out to large, distributed environments, accommodating the needs of growing organizations. Primary Value and User Solutions: Apache Superset empowers organizations to make data-driven decisions by providing an intuitive platform for data visualization and exploration. It addresses the need for a scalable and flexible tool that can integrate with diverse data sources, allowing users to derive insights without extensive technical expertise. By offering a user-friendly interface and powerful features, Superset enhances productivity and facilitates a deeper understanding of complex datasets.

**Average Rating:** 4.4/5.0

**Total Reviews:** 50

#### How Do G2 Users Rate Apache Superset?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Apache Superset?

- **Seller:** [The Apache Software Foundation (ASF)](https://www.g2.com/sellers/the-apache-software-foundation-asf)
- **Year Founded:** 2014
- **HQ Location:** Ilford, GB
- **Twitter:** @YobitelComm  
195 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776eeaf7e951f8fe439966b43c736de9dd3d0f91f1deac7f0df8b45061ceb11e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapache-superset%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 45% Medium, 34% Small

#### What Do G2 Reviewers Say About Apache Superset?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Apache Superset, finding it both simple and powerful for data access.
- Users value the **automation of reports** , finding it easy to use and efficient for sharing insights.
- Users praise the **ease of understanding** of Apache Superset, making it simple to use for everyone.
- Users find Apache Superset to offer **easy access** to data, balancing simplicity with powerful functionality.
- Users love the **speed** of Apache Superset, finding it easy and powerful for quick data access.

##### Cons

- Users report experiencing **slow performance** with Apache Superset, as queries sometimes hang during execution.
- Users experience **SQL execution issues** with Apache Superset, as queries can hang and cause frustration.
- Users find that the **visualization lacks interactivity** , which hampers their overall experience with Apache Superset.

#### What Are Recent G2 Reviews of Apache Superset?

**["Superset’s Simple, Beginner-Friendly Experience"](https://www.g2.com/survey_responses/apache-superset-review-9053153)**

**Rating:** 5.0/5.0 stars

_— Dilaksha A._

[Read full review](https://www.g2.com/survey_responses/apache-superset-review-9053153)

**["Flexible Integrations and Plenty of Plugin Options"](https://www.g2.com/survey_responses/apache-superset-review-8914777)**

**Rating:** 4.5/5.0 stars

_— Subrat Kumar S._

[Read full review](https://www.g2.com/survey_responses/apache-superset-review-8914777)

#### What Are G2 Users Discussing About Apache Superset?

- [Is Apache superset good?](https://www.g2.com/discussions/is-apache-superset-good) - 2 comments
- [What is Apache superset written in?](https://www.g2.com/discussions/what-is-apache-superset-written-in)
- [What is Superset software?](https://www.g2.com/discussions/what-is-superset-software) - 1 comment
- [What can you do with Apache superset?](https://www.g2.com/discussions/what-can-you-do-with-apache-superset) - 1 comment, 1 upvote

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[Browse Analytics Platforms Themes](/categories/analytics-platforms/themes)

 ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin")
TL

Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin)

Updated July 2, 2025

Analytics platforms provide a tool set for businesses to transform raw data into meaningful, actionable insights. They enable organizations to explore data, uncover trends, forecast future outcomes, and support informed decision making.

Unlike tools limited to reporting on past performance, analytics platforms often include advanced capabilities such as predictive modeling, statistical analysis, and machine learning (ML). These platforms are designed to be flexible and scalable, supporting a wide range of use cases across the business.

These platforms are used in nearly every business function, from marketing and sales to finance, operations, and HR, supporting both strategic planning and day-to-day performance monitoring. From data analysts and scientists to business stakeholders and executives, analytics platforms are used by a wide range of personas. While analysts focus on exploring data and generating insights, self-service tools now enable non-technical users to interact directly with data. IT teams support platform integration and security, reflecting the growing push to democratize data access and embed analytics into daily decision-making across the organization.

Analytics platforms support critical functions such as data blending and modeling, enabling users to combine data from diverse sources and build robust, interconnected data models. The visual outputs — dashboards, reports, and interactive charts — help users explore trends, drill down into granular details, and communicate insights clearly.

Unlike standalone data visualization tools, which are limited to presenting information, analytics platforms encompass the full analytical workflow. Many also offer advanced capabilities such as embedded analytics, natural language query, and augmented analytics, which leverage ML to automate insight discovery and make data exploration more accessible to a broader audience.

Analytics platforms and [business intelligence (BI) software](https://www.g2.com/categories/business-intelligence) often work in tandem to support data-driven organizations. While BI tools focus on tracking and reporting historical performance through dashboards and key performance indicators (KPI), analytics platforms provide broader capabilities that support exploratory analysis and strategic planning. BI answers "what happened," while analytics platforms help users understand why it happened and what might happen next. Rather than replacing BI, analytics platforms complement it by enabling deeper insights and empowering a wider range of users across the organization.

To qualify for inclusion in the Analytics Platforms category, a product must:

- Ingest and integrate data from a wide range of structured and semi-structured sources
- Prepare and transform data using built-in tools for cleaning, enrichment, and formatting
- Support connections to diverse data sources, including file uploads, databases, application programming interfaces (API), and SaaS apps
- Enable users to model data relationships, join datasets, and explore data interactively
- Offer tools to build meaningful business reports, dashboards, and visualizations
- Allow creation and sharing of internal analytics applications or embedded insights across teams

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