# Best Embedded Business Intelligence Software for Small Business - Page 2

## How Many Embedded Business Intelligence Software Products Does G2 Track?

**Total Products under this Category:** 151

### Category Stats (Aug 2026)

- **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** panintelligence (+0.66%) - Among all products in this category, panintelligence recorded the largest rating increase compared to last month

_Last updated: August 06, 2026_

## How Does G2 Rank Embedded Business Intelligence Software Products?

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

- 30 Analysts and Data Experts
- 18,100+ Authentic Reviews
- 151+ 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 Embedded Business Intelligence Software
 ![G2 Grid® for Embedded Business Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/embedded-business-intelligence/grids.png?focus%5B%5D=610&focus%5B%5D=20158&focus%5B%5D=1213&focus%5B%5D=5981&focus%5B%5D=612&focus%5B%5D=162504&focus%5B%5D=848&focus%5B%5D=5048)

Highlighted products: GoodData.AI, Amazon QuickSight, Tableau, Yellowfin BI, IBM Cognos Analytics, Hex, Sisense, and Looker.

Underlying data: [Grid® JSON](https://www.g2.com/categories/embedded-business-intelligence/grids.json?focus%5B%5D=gooddata-ai&focus%5B%5D=amazon-quicksight&focus%5B%5D=tableau&focus%5B%5D=yellowfin-bi&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=hex-tech-hex&focus%5B%5D=sisense&focus%5B%5D=looker&segment=small-business)

**Sponsored**

### Embeddable

A developer toolkit for building beautiful, interactive customer-facing dashboards — native, fast, fully white-labelled, with unlimited usage and fixed monthly pricing. Get a quick demo today. Embeddable's built from the ground up for product engineering teams to deliver remarkable charts and dashboards in their customer-facing software applications. With it, you can embed in minutes, load in milliseconds and extend infinitely. ⭐️ Why teams choose Embeddable: • Feels 100% native in your UI/UX • Blazingly-fast performance • Build and iterate in hours, not sprints • Developers genuinely love building with it ⭐️ How it works: • Save sprints of engineering time by building, managing and updating your customer-facing charts and dashboards in a no-code platform. • Easily ship more value to customers with built in features like localisation, exporting options, and enabling your customers to build custom dashboard views. • Take complete control of your frontend UX and UI in code, by extending and theming charts in code — you can even import your own charts from any React charting library. • Load dashboards at speed and at scale with a lightning-fast data service and multiple layers of configurable cache. Charts are rendered via a lightweight, secure and performant web component or native React/Vue embed (no iframes!). • Keep your developers happy with intuitive SDKs and APIs, CI/CD, version control, and secure deployments (to QA, staging and production). • Connect with any stack- connects to all major databases, works with multi-tenant or single-tenant apps, embeds in any frontend. Unlike BI platforms designed for internal reporting, Embeddable helps product and engineering teams ship dashboards that look and feel like part of their product — fast, customizable, and enterprise-ready. ⭐️ Who is Embeddable for? • Product and engineering teams building charts and dashboards into SaaS applications. • Teams looking to reduce development costs and complexity of managing a custom in-house build. • Teams looking to get faster loading speeds and more control of their UX/UI than their legacy embedded analytics tool affords them. • We work with companies of all sizes, from startups to enterprises (check our website!) • SaaS applications with either single tenant or multi-tenant database architectures. With Embeddable, teams deliver production-ready dashboards in 10% of the time, reduce ongoing maintenance, and create customer experiences that drive adoption, retention, and revenue. Want to run a proof of concept? Head over to our website 👇

[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=622&secure%5Bchosen_at%5D=2026-08-08T14%3A46%3A30Z&secure%5Bdisplayable_resource_id%5D=622&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=622&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1330103&secure%5Bresource_id%5D=622&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fembedded-business-intelligence%2Fsmall-business%3Fpage%3D2%26segment%3Dsmall-business&secure%5Btoken%5D=c0ab3c4f224112aca1d87ba8e07d8f63721e58181f7113506ec9bcc8f8019826&secure%5Burl%5D=https%3A%2F%2Fembeddable.com%2F%3Futm_source%3Dg2%26utm_campaign%3Dq22026%26utm_medium%3Dcpc&secure%5Burl_type%5D=custom_url)

### [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews)

🚀 Strategy One – the AI+BI Platform for Enterprise Analytics at Scale What is Strategy One? Strategy One is the enterprise AI + BI platform that powers data-driven decision-making at scale. Built for complex enterprises, it unifies business intelligence, advanced analytics, and governed data modeling into a single, open platform. With native AI-powered workflows, pixel-perfect dashboards, modern self-service tools, and seamless integrations with Excel, Power BI, and Tableau, Strategy One delivers trusted insights wherever decisions are made. Why Strategy One? Unlike fragmented BI stacks or limited legacy tools, Strategy One provides an end-to-end platform with one trusted semantic core. Business users get governed self-service. Analysts get powerful modeling tools. Executives get real-time answers they can trust. And IT retains full control over data access, definitions, and lineage. Whether you’re creating executive dashboards, deploying embedded analytics, scaling AI copilots, or consolidating BI tools—Strategy One meets the moment with: ✅ Cloud-native architecture ✅ Open integrations with 200+ data sources ✅ Enterprise-grade security and governance ✅ Industry-leading performance and scale ✅ Built-in support for AI copilots, agents, and models Strategy One is trusted by global enterprises in banking, retail, healthcare, and government to turn data into decisions—fast, securely, and at scale.

**Average Rating:** 4.2/5.0

**Total Reviews:** 529

#### How Do G2 Users Rate Strategy One (formerly MicroStrategy ONE)?

- **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Strategy One (formerly MicroStrategy ONE)?

- **Seller:** [Strategy (formerly MicroStrategy)](https://www.g2.com/sellers/strategy-formerly-microstrategy)
- **Company Website:** www.strategy.com
- **Year Founded:** 1989
- **HQ Location:** Tysons Corner, VA
- **Twitter:** @MicroStrategy  
303,456 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f32382ee6ea0cc02d6dc7c1fe37038f1247aceba92d8d5030350f4ffb1e6c92&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstrategy%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,457 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager, Business Intelligence Developer
- **Top Industries:** Retail, Financial Services
- **Company Size:** 62% Large, 29% Medium

#### What Do G2 Reviewers Say About Strategy One (formerly MicroStrategy ONE)?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in Strategy One, facilitating quick access to insights and effective data management.
- Users admire the **ongoing commitment to innovation** in Strategy One, ensuring it consistently stays ahead of competitors.
- Users appreciate the **easy setup** of Strategy One, facilitating quick access and efficient data management from the start.
- Users appreciate the **customization options** in Strategy One, enabling tailored applications and efficient data analysis.
- Users love the **flexible dashboard customization** that simplifies data analysis and enhances reporting capabilities.

##### Cons

- Users find the **learning difficulty** significant, as the software's complexity can be overwhelming for both technical and end users.
- Users find the **steep learning curve** of Strategy One challenging, although improvements are being made for easier navigation.
- Users find the **absence of essential features** in Strategy One, especially integration with tools like Copilot, frustrating.
- Users often find the **complex usage** of Strategy One overwhelming, facing a steep learning curve and integration challenges.
- Users face **access restrictions** due to the need for an enterprise version, limiting broader availability and customization.

#### What Are Recent G2 Reviews of Strategy One (formerly MicroStrategy ONE)?

**["Scalable, Enterprise-Ready BI with Strong Governance and Reliable Performance"](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962)**

**Rating:** 5.0/5.0 stars

_— Carlos G._

[Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12406962)

**["Empowers Data Accessibility, with Minor Transition Hiccups"](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688)**

**Rating:** 4.0/5.0 stars

_— Van V. T._

[Read full review](https://www.g2.com/survey_responses/strategy-one-formerly-microstrategy-one-review-12417688)

#### What Are G2 Users Discussing About Strategy One (formerly MicroStrategy ONE)?

- [What is MicroStrategy used for?](https://www.g2.com/discussions/what-is-microstrategy-used-for)
- [What is the difference between tableau and MicroStrategy?](https://www.g2.com/discussions/what-is-the-difference-between-tableau-and-microstrategy)
- [How much does MicroStrategy cost?](https://www.g2.com/discussions/how-much-does-microstrategy-cost) - 1 comment
- [Why is MicroStrategy used?](https://www.g2.com/discussions/why-is-microstrategy-used)
- [What is MicroStrategy software?](https://www.g2.com/discussions/what-is-microstrategy-software)

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

Toucan is an AI-embedded analytics platform designed to assist independent software vendors (ISVs) and SaaS companies in integrating advanced analytics features directly into their products, eliminating the need for building these capabilities from the ground up. This platform is tailored specifically for customer-facing applications, meaning that the end users are the clients of these companies rather than internal analysts. By enabling product and operations teams to configure and deploy analytics features independently, Toucan streamlines the development process and reduces reliance on data engineering resources. The target audience for Toucan primarily includes ISVs and SaaS companies across various industries, such as fintech, HR tech, and marketing technology. These organizations often seek to enhance their product offerings with sophisticated analytics capabilities that provide value to their users. With Toucan, product teams can quickly implement features that allow end users to interact with data in meaningful ways. This is particularly beneficial for companies looking to differentiate themselves in competitive markets by offering robust analytics without the lengthy development cycles typically associated with such features. Toucan's key capabilities include conversational AI analytics, which empowers end users to pose questions in natural language and receive instant data visualizations. This feature is anchored in a governed semantic layer, ensuring that the insights provided are consistent and reliable. Additionally, the platform offers automatic dashboard generation through AI, allowing users to customize layouts, colors, and metrics without requiring technical expertise. The white-label, multi-tenant embedding options ensure that analytics seamlessly integrate into existing products, creating a native experience for users. Security and compliance are paramount in today's data-driven landscape, and Toucan addresses these concerns with row-level security and granular permissions. This ensures that each end user only accesses their specific data, making it suitable for regulated industries where data privacy is critical. Furthermore, Toucan supports connections to modern data infrastructures, such as PostgreSQL, MySQL, and AWS Redshift, and offers both SaaS and self-hosted deployment options to meet various organizational needs. The platform's no-code builder is a standout feature, enabling product and operations teams to create, edit, and publish dashboards without any coding knowledge. This capability significantly reduces dashboard development time—by up to two-thirds compared to traditional in-house builds—allowing ISVs to launch reporting modules in days instead of months. By embedding analytics as a premium feature, organizations can also create new revenue streams, enhancing their overall product value while minimizing additional development overhead. With over 350 clients already leveraging its capabilities, Toucan is positioned as a powerful solution for companies looking to enhance their analytics offerings.

**Average Rating:** 4.7/5.0

**Total Reviews:** 179

#### How Do G2 Users Rate Toucan?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Toucan?

- **Seller:** [Toucan Toco](https://www.g2.com/sellers/toucan-toco)
- **Year Founded:** 2015
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @Toucan\_Toco  
2,402 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=651fc0c2986af5f252328b3c75b69e617a4b2297eed2d704932c8b10a3b9c5b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3661933%2F&secure%5Burl_type%5D=linkedin_company_website)  
74 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Computer Software, Banking
- **Company Size:** 43% Small, 30% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Toucan, praising its intuitive interface and seamless integration capabilities.
- Users benefit from **easy integrations** with various data sources, enhancing their analytical capabilities seamlessly.
- Users appreciate the **intuitive data visualizations** of Toucan, making it easy for everyone to create insights effortlessly.
- Users value the **seamless integrations** of Toucan, effectively connecting diverse data sources for insightful dashboard creations.
- Users appreciate the **no-code dashboard creation** in Toucan, enhancing accessibility and integration capabilities for effective data visualization.

##### Cons

- Users find the **UI complexity** of Toucan challenging, especially for new users trying to navigate the tool.
- Users often find the **complex usage** of Toucan challenging, especially when trying to navigate its features independently.
- Users find the **learning curve steep** for Toucan, citing navigation difficulties and the complex UI for newcomers.
- Users note the **limited customization** options in Toucan, which sometimes restrict their desired data presentation flexibility.
- Users face **occasional bugs** in Toucan that lead to higher maintenance costs and additional learning for technical development.

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

**["The game-changer to turn our data into actionable insights"](https://www.g2.com/survey_responses/toucan-review-10931373)**

**Rating:** 5.0/5.0 stars

_— Robin C._

[Read full review](https://www.g2.com/survey_responses/toucan-review-10931373)

**["An Amazing Tool For Embedded Business Intelligence"](https://www.g2.com/survey_responses/toucan-review-12302095)**

**Rating:** 4.5/5.0 stars

_— Felice C._

[Read full review](https://www.g2.com/survey_responses/toucan-review-12302095)

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

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

### [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews)

Qlik Sense empowers people to make better data-driven decisions and take action. The solution provides augmented analytics for every business need from visualization and dashboards to natural language analytics, custom and embedded analytics, reporting and alerting. Our unique associative technology enhances human intuition with AI-powered insights, offering unmatched capabilities for combining data and exploring information. It indexes the associations in your data, and exposes related and unrelated values as you click, revealing hidden insights that would be missed by query-based tools. And it performs calculations as fast as you can think. Qlik Sense helps users move from passive to active analytics for real-time collaboration and action. And you get robust data integration, application automation and the convenience of SaaS with hybrid multi-cloud capabilities. See why we’ve been named a Gartner Magic Quadrant Leader for Analytics and BI platforms for 11 years in a row. Visit us at [https://www.qlik.com/us/](-%09https://www.qlik.com/us/products/qlik-sense?utm_medium=referral&utm_source=G2&utm_team=DIG&utm_term=QlikSense&utm_mpt_id=CKMP5D)

**Average Rating:** 4.4/5.0

**Total Reviews:** 763

#### How Do G2 Users Rate Qlik Sense?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Qlik Sense?

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

#### Who Uses This Product?

- **Who Uses This:** Consultant, Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Large, 41% Medium

#### What Do G2 Reviewers Say About Qlik Sense?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Qlik Sense, appreciating its user-friendly interface and seamless data integration.
- Users value the **robust data visualization capabilities** in Qlik Sense, enhancing insight generation from diverse data sources.
- Users value the **rapid development capabilities** of Qlik Sense, enabling quick creation of insightful analytics applications.
- Users value the **robust data visualization capabilities** of Qlik Sense, enhancing insights and facilitating data integration effortlessly.
- Users praise the **versatile tools** of Qlik Sense, enabling effective data integration and insightful analytics at all levels.

##### Cons

- Users note the **limited features** of Qlik Sense, particularly regarding custom visuals and dashboard development ease.
- Users miss the **ability to add personal objects** and static report features in Qlik Sense SaaS compared to on-premise.
- Users find Qlik Sense to be **expensive** , which affects its accessibility and overall value for data analytics.
- Users are frustrated with **manual data management tasks** , wishing for more automation and better data organization in Qlik Sense.
- Using Qlik Sense involves a steep **learning curve** , making it challenging for beginners to utilize effectively.

#### What Are Recent G2 Reviews of Qlik Sense?

**["Intuitive Data Exploration and Dashboards with Qlik Sense’s Associative Model"](https://www.g2.com/survey_responses/qlik-sense-review-12963425)**

**Rating:** 4.5/5.0 stars

_— Suman K._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12963425)

**["Visually Stunning, Excel-Like Ease on Web"](https://www.g2.com/survey_responses/qlik-sense-review-12727600)**

**Rating:** 4.0/5.0 stars

_— Adnan J._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12727600)

#### What Are G2 Users Discussing About Qlik Sense?

- [What is Qlik Sense used for?](https://www.g2.com/discussions/what-is-qlik-sense-used-for)
- [What is QlikView used for?](https://www.g2.com/discussions/what-is-qlikview-used-for)
- [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) - 1 comment
- [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) - 1 comment
- [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) - 1 comment

### [Cube](https://www.g2.com/products/cube-2023-07-31/reviews)

Cube is the agentic analytics platform — built on a semantic layer. Cube is the AI-native generation of business intelligence. It's one platform for two use cases: internal BI, where data teams and business users analyze their own company's data, and embedded analytics, where software companies ship analytics inside their own products. The same governed semantic layer powers both. What makes AI answers trustworthy in production is the semantic layer underneath them. Cube was built around the semantic layer from day one rather than retrofitting one onto a dashboard- or notebook-first tool. The data team's governed metric definitions stay intact while AI constructs ad-hoc calculations on top of them — so you get governance and flexibility at the same time, not one at the expense of the other. That's why teams like Brex chose Cube to power AI-driven analytics at production scale. With Cube, data teams can: Model metrics and business definitions once, in a SQL-first semantic layer, and serve them consistently to every downstream consumer — AI agents, BI, spreadsheets, and embedded apps. Let business users ask questions in natural language through Analytics Chat, with answers grounded in the governed model instead of guessed from raw tables. Bring analytics to where people already work — Slack, and any MCP-compatible agent like Claude or ChatGPT via the Cube MCP server. Embed analytics in customer-facing products with multi-tenancy, row-level security, and query performance under load — choosing from a chat API, drop-in iframes, embedded creator mode, or data APIs. Apply software engineering best practices to analytics: version control with Git, CI/CD, isolated environments, and pre-aggregation caching for fast queries and lower warehouse spend. Cube Core, the open-source semantic layer at its foundation, has years of production use across a large developer community — battle-tested infrastructure that commercial-only tools can't match. Cube sits on top of your cloud data warehouse (Snowflake, BigQuery, Redshift, Databricks); it doesn't replace it.

**Average Rating:** 4.5/5.0

**Total Reviews:** 27

#### How Do G2 Users Rate Cube?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Cube?

- **Seller:** [Cube](https://www.g2.com/sellers/cube-637927e0-6501-4673-89d8-4d5ecadb4f96)
- **Company Website:** cube.dev
- **Year Founded:** 2019
- **HQ Location:** San Francisco, CA
- **Twitter:** @the\_cube\_dev  
2,215 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b633e33761cca44361104ba94499ca211687e43eb43e6344a3c4d16a2bada278&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcube-dev%2F&secure%5Burl_type%5D=linkedin_company_website)  
47 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 52% Small, 37% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find CubeJS Cloud's **ease of use** exceptional, simplifying development and maintenance for small teams.
- Users value the **flexibility and customization** offered by Cube, enhancing their embedded analytics applications significantly.
- Users value the **powerful BI capabilities** of Cube, enabling sophisticated metrics and fast data access for insights.
- Users commend the **fast and proactive customer support** of Cube, enhancing their overall experience significantly.
- Users value the **flexibility** of CubeJS, enabling seamless integration and customization for various applications.

##### Cons

- Users find Cube lacking in **essential features** like BI integration, flexibility in metrics, and comprehensive functionality.
- Users report frequent **bugs and integration issues** with Cube, creating frustrating challenges and impacting efficiency.
- Users find **data integration challenging** with BI tools, encountering issues like query failures and limited metric flexibility.
- Users find Cube's features **limited** , citing a lack of documentation, SDKs, and advanced charting or semantic capabilities.
- Users report encountering **software bugs** that hinder functionality, particularly with preAggregations and documentation clarity.

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

**["Great for AI applications and general data apps!"](https://www.g2.com/survey_responses/cube-review-10751001)**

**Rating:** 4.5/5.0 stars

_— Verified User in Commercial Real Estate_

[Read full review](https://www.g2.com/survey_responses/cube-review-10751001)

**["Super Easy Access to the DEV team"](https://www.g2.com/survey_responses/cube-review-11700913)**

**Rating:** 5.0/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/cube-review-11700913)

### [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews)

Zoho Analytics is a GenAI-powered self-service BI and analytics platform that helps businesses collect, prepare, analyze, and present insights from their data, all within minutes. Integrate with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Clean, transform, enrich, and catalog data with our agentic AI-powered, self-service data preparation and management capabilities. Create and manage complex ETL data pipelines using our visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. Zoho Analytics comes with 100+ domain-specific prebuilt reports and dashboards, pre-trained NLQ models, intelligently modeled and blended data across business applications, and lots more. Use our intuitive drag-and-drop visualization builder to build insightful and interactive reports and dashboards using a wide variety of visual components, like charts, widgets, pivot tables, tabular views and more. Generate customized reports and dashboards using simple, natural language with our AI-powered conversational agent, Zia. Ask Zia goes beyond basic reporting; it enables users to perform diagnostic analytics, forecast key metrics, and receive intelligent insights and recommendations. Users can assign tasks and trigger actions just by conversing with our agentic AI, Zia, streamlining their workflows and empowering data-driven decisions. Seamlessly embed Ask Zia into your custom or business applications to deliver contextual insights and actions. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level by bubbling up key drivers for particular business tasks. Enumerate complex business scenarios with what-if analyses, forecast KPIs, uncover trends and patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction and sentiment analysis, and more. Evaluate the best ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics comes with pre-packed ML models (AutoML) that allow you to evaluate and pick the best model for your use case. Alternatively custom models and functions using Python Code Studio Embed our full-fledged analytics platform into other software applications. Craft and present immersive data stories through slideshows or purpose-built analytics portals. Collaborate securely through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code and no-code integration with any technology stack. It also offers a high degree of deployment flexibility (private, public, multi-cloud, and on-premises) and platform extensibility (professional services, partner support, and marketplace). Zoho Analytics is modern and scalable, and it can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation, customization, training, and support—is the lowest in our market.

**Average Rating:** 4.2/5.0

**Total Reviews:** 281

#### How Do G2 Users Rate Zoho Analytics?

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.0/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Zoho Analytics?

- **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704)
- **Year Founded:** 1996
- **HQ Location:** Austin, TX
- **Twitter:** @Zoho  
137,880 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9c8e45ddb296c32c6c5597ef9ba945c94562c57624f7bd1dcf1a9e9931f71578&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F38373%2F&secure%5Burl_type%5D=linkedin_company_website)  
30,766 employees on LinkedIn®
- **Phone:** +1 (888) 900-9646 

#### Who Uses This Product?

- **Who Uses This:** Director, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 50% Small, 43% Medium

#### What Do G2 Reviewers Say About Zoho Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Zoho Analytics, benefiting from intuitive interfaces and customizable dashboards.
- Users appreciate the **intuitive interface** of Zoho Analytics, allowing for easy data visualization and customizable reports.
- Users commend the **seamless integrations** of Zoho Analytics, allowing easy data consolidation across various Zoho platforms.
- Users appreciate the **intuitive and customizable dashboards** of Zoho Analytics, enhancing their data visualization experience.
- Users value the **data visualization tools** in Zoho Analytics, enabling effective decision-making with visually appealing reports.

##### Cons

- Users face a **steep learning curve** with Zoho Analytics, which can be overwhelming for beginners and hinders productivity.
- Users find **limited customization options** in Zoho Analytics, hindering their ability to tailor the tool effectively.
- Users report a **clunky data integration process** that complicates connecting multiple sources and reviewing long-term trends.
- Users find **integration issues** with Zoho Analytics, making data connections difficult and requiring frequent manual checks.
- Users feel that Zoho Analytics has **missing features** compared to competitors, limiting flexibility and customization options.

#### What Are Recent G2 Reviews of Zoho Analytics?

**["A Powerful, Data-Driven Dashboard Tool with Easy Multi-App Integration"](https://www.g2.com/survey_responses/zoho-analytics-review-12870240)**

**Rating:** 5.0/5.0 stars

_— Arpit S._

[Read full review](https://www.g2.com/survey_responses/zoho-analytics-review-12870240)

**["Excellent Reporting with Zoho Analytics and Zoho Books Sync"](https://www.g2.com/survey_responses/zoho-analytics-review-12722454)**

**Rating:** 5.0/5.0 stars

_— Abhinandan J._

[Read full review](https://www.g2.com/survey_responses/zoho-analytics-review-12722454)

#### What Are G2 Users Discussing About Zoho Analytics?

- [What is Zoho Analytics used for?](https://www.g2.com/discussions/what-is-zoho-analytics-used-for) - 2 comments
- [What is the use of Zoho?](https://www.g2.com/discussions/what-is-the-use-of-zoho) - 1 comment
- [Is Zoho Analytics free?](https://www.g2.com/discussions/is-zoho-analytics-free) - 1 comment
- [How does Zoho Analytics work?](https://www.g2.com/discussions/how-does-zoho-analytics-work)
- [What are the features of Zoho?](https://www.g2.com/discussions/zoho-analytics-what-are-the-features-of-zoho) - 1 comment

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

Customers choose Luzmo to give their users clean, intuitive analytics directly inside their product, without forcing them into a separate BI tool. Reviews highlight how fast teams can move from raw data to fully branded dashboards, how easy it is for non‑technical users to explore and customize their own views, and how seamless the embedding experience feels. Many users call out Luzmo’s customer‑first support and dedicated CSMs as a key reason they can roll out new analytics experiences quickly and keep improving them over time.

**Average Rating:** 4.6/5.0

**Total Reviews:** 70

#### How Do G2 Users Rate Luzmo?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Luzmo?

- **Seller:** [Luzmo NV](https://www.g2.com/sellers/luzmo-nv)
- **Year Founded:** 2015
- **HQ Location:** Brooklyn, US
- **Twitter:** @luzmo\_official  
895 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d225d4544e9582bc94836bf9a260ea1afd86c53d8d59f73f4504786a1521c939&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10198259%2F&secure%5Burl_type%5D=linkedin_company_website)  
49 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CEO
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 59% Small, 32% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **intuitive ease of use** of Luzmo, enabling quick adoption and fast dashboard creation.
- Users are impressed by Luzmo's **embedding features** , enabling quick insights and seamless integration into their SaaS applications.
- Users value the **customization features** of Luzmo, enabling tailored applications and efficient management across diverse client environments.
- Users commend Luzmo for its **intuitive interface and rapid deployment** , enabling quick insights and analytics integration.
- Users praise the **easy setup** of Luzmo, enabling swift adoption and fast deployment of analytics tools.

##### Cons

- Users find Luzmo's **complexity challenging** , with setup difficulties and limited querying capabilities hindering efficiency.
- Users are disappointed by Luzmo's **limited options** for complex queries and insufficient chart functionality.
- Users note **performance issues** with large datasets and lag in the interface, affecting overall workflow experience.
- Users experience **table limitations** with Luzmo, hindering complex queries and causing challenges with data handling.
- Users experience **performance and sync issues** with Luzmo, especially when handling larger datasets, impacting usability.

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

**["Fast, Beautiful Dashboards and Effortless Embedding"](https://www.g2.com/survey_responses/luzmo-review-11991075)**

**Rating:** 4.5/5.0 stars

_— Shanti B._

[Read full review](https://www.g2.com/survey_responses/luzmo-review-11991075)

**["Powerful Embedded BI with Proactive Support Addressing Performance at Scale"](https://www.g2.com/survey_responses/luzmo-review-12246440)**

**Rating:** 4.5/5.0 stars

_— Verified User in Logistics and Supply Chain_

[Read full review](https://www.g2.com/survey_responses/luzmo-review-12246440)

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

- [What is Cumul.io used for?](https://www.g2.com/discussions/what-is-cumul-io-used-for)

### [datapine](https://www.g2.com/products/rib-software-datapine/reviews)

datapine is a business intelligence & dashboarding platform that is focused on self-service, but also offers advanced analytics features such as predictive analytics or intelligent data alerts based on artificial intelligence and machine learning. With a few clicks, datapine integrates dozens of data sources such as databases, flat files, marketing analytics, social media data, CRM, and ERP data as well as helpdesk data. Thanks to an intuitive user interface, users of all skill levels can visualize and make sense of complex data by asking important questions and receiving answers immediately. The core of the product are dynamic, interactive business dashboards, that help to share insights within the organization effectively. datapine enables managers to data scientists to explore, visualize, analyze and report data in one central analytics platform and empowers modern, KPI driven businesses to grow further. datapine is a RIB Software GmbH solution.

**Average Rating:** 4.6/5.0

**Total Reviews:** 26

#### How Do G2 Users Rate datapine?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 10.0/10 (Category avg: 8.3/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind datapine?

- **Seller:** [RIB Software](https://www.g2.com/sellers/rib-software)
- **Year Founded:** 1961
- **HQ Location:** Stuttgart, DE
- **Twitter:** @RIB\_Global  
1,214 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8179bca752e6e793d16419635048c00482de304bcea9b867ee66c8c56ea51cf0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frib-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,556 employees on LinkedIn®
- **Ownership:** ETR:RIB

#### Who Uses This Product?

- **Company Size:** 50% Medium, 42% Small

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

**["All in one BI tool with powerful features"](https://www.g2.com/survey_responses/datapine-review-5112205)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/datapine-review-5112205)

**["Great predictive analytics features for budgeting"](https://www.g2.com/survey_responses/datapine-review-7521266)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consumer Services_

[Read full review](https://www.g2.com/survey_responses/datapine-review-7521266)

### [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews)

Oracle Analytics Cloud is a comprehensive cloud analytics platform that empowers you to fundamentally change how you analyze and act on information. Empower leaders, analysts, and IT to access data from wherever they are, even using mobile devices. Oracle Analytics Cloud helps organizations discover unique insights faster with machine learning. With augmented analytics, combine data from across your organization with third-party data and automate important and time-consuming tasks such as data preparation, visualization, forecasting, and reporting.

**Average Rating:** 4.1/5.0

**Total Reviews:** 293

#### How Do G2 Users Rate Oracle Analytics Cloud?

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.9/10)
- **Steps to Answer:** 7.9/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Oracle Analytics Cloud?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle  
827,997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 employees on LinkedIn®
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 61% Large, 27% Medium

#### What Do G2 Reviewers Say About Oracle Analytics Cloud?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **robust self-service analytics** tools of Oracle Analytics Cloud, enabling effortless dashboard creation and data exploration.
- Users appreciate the **strong data visualization** capabilities of Oracle Analytics Cloud, making analytics accessible and attractive for all.
- Users value the **intuitive and accessible interface** of Oracle Analytics Cloud, enabling effortless data exploration for all skill levels.
- Users value the **scalability** of Oracle Analytics Cloud, allowing for customizable solutions tailored to their evolving needs.
- Users appreciate the **customized business improvement solutions** Oracle Analytics Cloud offers, enhancing collaborative analytics for organizations.

##### Cons

- Users face a **steep learning curve** with Oracle Analytics Cloud, making it challenging for new users to adapt.
- Users find the **complexity** of Oracle Analytics Cloud daunting, particularly during the initial setup and learning advanced features.
- Users find the **complex usage** of Oracle Analytics Cloud challenging, particularly during setup and when learning advanced features.
- Users find that **customization options are limited** , making it difficult to meet highly specialized requirements on Oracle Analytics Cloud.
- Users note the **infrequent software updates** of Oracle Analytics Cloud, leading to concerns about security vulnerabilities.

#### What Are Recent G2 Reviews of Oracle Analytics Cloud?

**["Fast Navigation, Customizable Oracle Analytics Cloud, and Strong Automation"](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-5176664)**

**Rating:** 4.0/5.0 stars

_— Shawn A._

[Read full review](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-5176664)

**["Transform complex data into actionable insights!"](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-12093722)**

**Rating:** 4.0/5.0 stars

_— Gaurav G._

[Read full review](https://www.g2.com/survey_responses/oracle-analytics-cloud-review-12093722)

#### What Are G2 Users Discussing About Oracle Analytics Cloud?

- [What is Oracle Analytics Cloud used for?](https://www.g2.com/discussions/what-is-oracle-analytics-cloud-used-for)
- [How do I import an RPD into Oracle Analytics Cloud?](https://www.g2.com/discussions/how-do-i-import-an-rpd-into-oracle-analytics-cloud)
- [What comes out of the box with Oracle Analytics for applications?](https://www.g2.com/discussions/what-comes-out-of-the-box-with-oracle-analytics-for-applications)
- [What's New in Oracle Analytics Cloud?](https://www.g2.com/discussions/what-s-new-in-oracle-analytics-cloud)
- [What is Oracle Analytics Cloud?](https://www.g2.com/discussions/oracle-analytics-cloud-what-is-oracle-analytics-cloud)

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

ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale. Customers like Coca-Cola, Hilton Worldwide, and Capital One are unlocking the full potential of their data with ThoughtSpot.

**Average Rating:** 4.4/5.0

**Total Reviews:** 327

#### How Do G2 Users Rate ThoughtSpot?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ThoughtSpot?

- **Seller:** [ThoughtSpot](https://www.g2.com/sellers/thoughtspot)
- **Company Website:** www.thoughtspot.com
- **Year Founded:** 2012
- **HQ Location:** Mountain View, CA
- **Twitter:** @thoughtspot  
10,975 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db2fe2383870d4f008d7cc2b638c2285be5cd630c7ab2368fada8a6987b8abee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2647843%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,738 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Large, 42% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** with ThoughtSpot, enjoying straightforward data access and intuitive search capabilities.
- Users appreciate the **user-friendly interface** of ThoughtSpot, which simplifies data management and reporting tasks effectively.
- Users praise the **intuitive analytics capabilities** of ThoughtSpot, making data exploration accessible for everyone in the organization.
- Users appreciate the **intuitive interface** of ThoughtSpot, making data analytics accessible and easy for everyone.
- Users appreciate the **effective data visualization** in ThoughtSpot, enhancing decision-making and streamlining business operations.

##### Cons

- Users experience a **steep learning curve** with ThoughtSpot, finding it challenging and unintuitive initially.
- Users find **missing features** in ThoughtSpot, noting delays in additions and a lack of customization options.
- Users struggle with the **complexity** of ThoughtSpot, finding it non-intuitive and challenging to build formulas effectively.
- Users struggle with **learning difficulties** in ThoughtSpot, finding it non-intuitive and requiring significant IT support.
- Users find the **limited customization options** in ThoughtSpot restrictive, impacting their ability to tailor visualizations effectively.

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

**["A modern tool for BI analytics"](https://www.g2.com/survey_responses/thoughtspot-review-7807660)**

**Rating:** 4.0/5.0 stars

_— Akash D._

[Read full review](https://www.g2.com/survey_responses/thoughtspot-review-7807660)

**["Easy-to-Navigate Search with Powerful Filters and Helpful AI Query Tweaks"](https://www.g2.com/survey_responses/thoughtspot-review-13035404)**

**Rating:** 4.0/5.0 stars

_— Verified User in Leisure, Travel & Tourism_

[Read full review](https://www.g2.com/survey_responses/thoughtspot-review-13035404)

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

- [What is ThoughtSpot used for?](https://www.g2.com/discussions/thoughtspot-what-is-thoughtspot-used-for)
- [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) - 1 comment
- [Is ThoughtSpot a public company?](https://www.g2.com/discussions/is-thoughtspot-a-public-company)
- [What is ThoughtSpot used for?](https://www.g2.com/discussions/what-is-thoughtspot-used-for)
- [What is ThoughtSpot software?](https://www.g2.com/discussions/what-is-thoughtspot-software)

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

Explo provides a powerful embedded dashboard and reporting solution. Securely share customizable product analytics, project reports, and KPIs with each of your customers all while seamlessly matching your product's design. Give your users the power to explore their data on their on by editing dashboards and building their own self serve data reports.

**Average Rating:** 4.9/5.0

**Total Reviews:** 137

#### How Do G2 Users Rate Explo?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Explo?

- **Seller:** [Explo](https://www.g2.com/sellers/explo)
- **Year Founded:** 2019
- **HQ Location:** San Francisco, CA
- **Twitter:** @tryexplo  
657 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=390bde9480d24f9dd3ddc7c9d6bf3d58d8a8bb8ba5f6c959d0344e26a7d0f319&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexplo-co&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Co-Founder
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 77% Small, 22% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **flexible charting features** of Explo, enabling quick data connections and beautiful visualizations.
- Users love the **flexible dashboard customization** in Explo, enhancing data visualization and user experience significantly.
- Users value the **ease of use** of Explo, highlighting its intuitive UI and quick dashboard creation capabilities.
- Users love the **easy creation** of dashboards in Explo, appreciating its flexibility and intuitive interface for customization.
- Users value the **customizability** of Explo, appreciating its intuitive UI and flexible dashboard creation tools.

##### Cons

- Users find the **complexity** of implementing customer-facing dashboards challenging, due to a difficult and unintuitive design.
- Users find the **complex usage** of Explo challenging due to its unintuitive design and difficult learning curve.
- Users find the **initial difficulty** in implementing customer-facing dashboards challenging due to the unintuitive design.
- Users struggle with **layout issues** in Explo, finding the dashboard implementation complex and the design unintuitive.
- Users find the **learning curve steep** due to Explo's unintuitive design and complex customer-facing dashboard implementation.

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

**["Explo Review"](https://www.g2.com/survey_responses/explo-review-11673994)**

**Rating:** 5.0/5.0 stars

_— Ravi T._

[Read full review](https://www.g2.com/survey_responses/explo-review-11673994)

**["Very useful"](https://www.g2.com/survey_responses/explo-review-11657769)**

**Rating:** 5.0/5.0 stars

_— Sowmiya R._

[Read full review](https://www.g2.com/survey_responses/explo-review-11657769)

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

- [How has Explo enhanced your data visualization efforts, and what features do you find most useful?](https://www.g2.com/discussions/how-has-explo-enhanced-your-data-visualization-efforts-and-what-features-do-you-find-most-useful)

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

Discover the story behind your data with Wyn Enterprise. Wyn Enterprise is a seamless embedded business intelligence platform that provides BI reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. With easy-to-use designers, designed for self-service BI, Wyn offers limitless visual data exploration, allowing the everyday user to become data-driven while revealing trends and telling the story behind the data. Whether for your business or your commercial SaaS app, Wyn is an ideal solution for both. Embedded BI for your business provides a holistic view of your business and can lead to more insights, increased team collaboration, and overall business growth. Additionally, embedding Wyn in your SaaS app provides white-label reports and dashboards as part of your own app. Embed Wyn and empower your users with a seamless business intelligence solution. Features: • Seamlessly embedded Business Intelligence: Designed for embedded self-service BI, Wyn provides ad hoc reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. Our platform offers flexible deployment and integration. • Embedding BI with Wyn: Once installed, Wyn is 100% web-based. In your application, Wyn is embedded as a port to provide users the ability to easily create, design, share, export, and distribute dashboards and documents. Seamlessly embed Wyn via Rest API and DIV. Wyn also supports OEM installation and embedding. Additionally, you can integrate with development platforms such as Java, PHP, and .NET through GraphQL API. You can also embed inside customized .NET apps as well as JavaScript frameworks (Angular, React, Vue). • Self-service BI dashboard and reports: Eliminate your dependence on the IT departments and data analysts. Offer every end-user (from code-first to code-free) the ability to create custom ad hoc reports and interactive dashboards. Self-service BI allows users to run their own queries and create their own reports, even if they don’t have a background in statistical analysis, allowing them to turn data into valuable insights for better data driven decisions. • Data Monitoring: Create threshold based notifications and establish Wyn Alerts that are always on to monitor your data. Never miss an opportunity for improvement thanks to real-time monitoring and instant alerts. Integrate your push-notifications with the platform you use everyday - Slack, MS Teams, or email - ensuring that you never miss an alert. •Localization Support: With Custom Localization Support, you’re in control of your dashboard and report. Authors have the ability to localize titles and labels, text explanations, and data visualizations. There is more to localization than just translating words and sentences. Wyn’s custom localization also supports right to left (RTL) languages, regional language options, and number and date formats. •NEW! Natural Language Generation Text Scenario: Introducing InsightIQ, a revolutionary addition to our feature set that transforms the way you interact with your data. InsightIQ is a Natural Language Generation Text Scenario that takes data summarization and insights derivation to a whole new level. This powerful tool allows you to seamlessly distill the essence of your visuals into articulate and easy-to-understand natural language text, facilitating quick reviews and automatic insights extraction. • Built-in multi-tenant support: Wyn's multi-tenant capabilities provides a single centrally administered architecture to serve multiple customers (tenants). These tenants can be within an organization or different businesses, with all its data stored in the SaaS system. Data privacy and securing the data from other tenants are both critical in these deployment scenarios • Date governance and modeling: Wyn allows you to secure and model your raw data. With easy-to-use dashboard and report designers in the same web-based application, end-users can develop their own ad-hoc dashboards and reports based on the secured data. Wyn also allows allows admins to model business data in a structure familiar to users. • Extensible security: Wyn provides extensible security to match your access control needs. Filter and segregate your data and limit your tenant-specific data with the configurable role-based security and user-context definitions. User contexts provide row-level data security in a document or database-level security for a data source. User context acts as an additional layer of data security, extending the role-based security. • Specialized web portals: The software comes with three portals, the document portal; for business end-users, dashboard, and report authors, the admin portal; for admins that configure the server, manage account and security settings, and the resource portal; for data administrators or IT teams. • Pixel-perfect reports: For power users and business users, the report designer tools can help in developing pixel-perfect operational reports, as well as in creating invoices, letters, and account statements among many others. The software further allows you to use ad hoc reporting or the standard enterprise reports. • Efficient Report Sharing: The software also allows you to schedule automated delivery of reports to be sent to your team’s emails. File sharing in various document formats is also supported. Additionally, you can collaborate with your team on report and dashboard designs, and you can share the published versions with others in your enterprise. • Centralized storage; Apart from being a secured platform, Wyn Enterprise also provides centralized storage for all your reports, images, datasets, and configuration settings. Other server resources, such as dashboards, themes, models, users, and roles, are also stored in the same place. The software also allows you to compile data from relational databases, local Excel or CSV files, web sources, and NoSQL data sources. Say Goodbye to User Fees You need a scalable BI platform. You also need to know how much it will cost in the long run. Wyn's scalable licensing model allows room for your business to grow without growth in licensing fees. • No per-user fees • No limits on data size 20+ Years in the Industry Unleash the full potential of embedded ad hoc reporting, driven by the same ActiveReports engine that has led the industry for 20+ years.

**Average Rating:** 4.7/5.0

**Total Reviews:** 38

#### How Do G2 Users Rate wynEnterprise?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.9/10)
- **Steps to Answer:** 9.1/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind wynEnterprise?

- **Seller:** [wynEnterprise LLC](https://www.g2.com/sellers/wynenterprise-llc)
- **Company Website:** www.wynenterprise.com
- **Year Founded:** 2018
- **HQ Location:** 7400 Beaufont Springs Dr., St 300, Richmond VA 23225
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2ea593e5707f7d426a4ce8a7624c14202a3dd6d2c838682621bead7e3937a344&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwynenterprise%2F&secure%5Burl_type%5D=linkedin_company_website)  
28 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 53% Small, 37% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **excellent customer support** from wynEnterprise, ensuring effective assistance and timely issue resolution.
- Users appreciate the **ease of use** of wynEnterprise, finding it simple and fast for impressive data visualization.
- Users value the **flexibility** of wynEnterprise, allowing easy customization and integration for diverse enterprise needs.
- Users value the **impressive reporting features** of wynEnterprise, enhancing presentations and data analysis effectively.
- Users value the **high degree of customization** in wynEnterprise, enabling tailored solutions for diverse business needs.

##### Cons

- Users find the **poor documentation** challenging, making it difficult to navigate the system's extensive features effectively.
- Users find the **complexity** of wynEnterprise challenging, especially due to its advanced features and unintuitive configurations.
- Users find the **lack of detail** in instructions and map renderings disappointing, limiting the product's effectiveness.
- Users note a **lack of documentation** and features in wynEnterprise, which may hinder competitiveness and usability.
- Users find **update issues** cumbersome, as backups are necessary before applying updates, affecting overall efficiency.

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

**["Flexible Dashboards and Centralized Enterprise Data Access Control"](https://www.g2.com/survey_responses/wynenterprise-review-12315453)**

**Rating:** 4.5/5.0 stars

_— Ali E._

[Read full review](https://www.g2.com/survey_responses/wynenterprise-review-12315453)

**["Flexible Visualization for Business Insights"](https://www.g2.com/survey_responses/wynenterprise-review-12170715)**

**Rating:** 4.0/5.0 stars

_— Satyam k._

[Read full review](https://www.g2.com/survey_responses/wynenterprise-review-12170715)

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

- [What is Wyn Enterprise used for?](https://www.g2.com/discussions/what-is-wyn-enterprise-used-for)

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

Expand ARR and accelerate your product roadmap with secure, Generative Business Intelligence (GenBI). At Panintelligence, we bring over 10 years of expertise in helping 400+ global customers unlock deeper insights, reduce technical debt, and drive data-driven growth. Our platform seamlessly integrates with your existing data infrastructure, providing your users with an intuitive, immersive experience. Low Code for Developers: We minimize development effort, allowing your team to focus on innovation and accelerate your roadmap. No Code for Users: We empower users to explore data independently, leveraging Generative BI to surface insights without technical expertise. By embedding Panintelligence, you enable self-service analytics while future-proofing your platform. Our partnership-driven approach ensures your business stays ahead with secure, scalable, and cutting-edge GenBI. Unlock the full potential of your data with Panintelligence – the Generative BI leader for organizations worldwide.

**Average Rating:** 4.4/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate panintelligence?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind panintelligence?

- **Seller:** [Panintelligence](https://www.g2.com/sellers/panintelligence)
- **Company Website:** www.panintelligence.com
- **Year Founded:** 2014
- **HQ Location:** Leeds
- **Twitter:** @panintelligence  
2,056 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e21095aa48002ab7fedd5cdbd96323245dadbf1cc07c0218149fae3c4cc80307&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpanintelligence%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 43% Medium, 39% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **outstanding customer support** from Panintelligence, fostering a genuine partnership in their data journey.
- Users appreciate the **ease of use** of Panintelligence, enabling quick insights and efficient data-driven decision-making.
- Users value the **user-friendly analytics** of Panintelligence, enabling effective data visualization and quick insights.
- Users value the **flexibility in customizing charts and dashboards** , enhancing relevance for different departments and clients.
- Users appreciate the **flexibility of dashboard customization** in Panintelligence, tailoring visuals to meet diverse needs and preferences.

##### Cons

- Users express dissatisfaction with the **limited customization** options in Panintelligence, affecting user experience and chart styles.
- Users find that the **learning difficulty** of Panintelligence complicates setup and understanding of charts and modules.
- Users find the **limited chart functionality** frustrating, making advanced visualizations time-consuming and challenging to configure.
- Users find **limited visualization** options in panintelligence, which affects interactivity and customization capabilities.
- Users find the **missing features** in Panintelligence, particularly in customization and advanced capabilities, disappointing.

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

**["User-Friendly BI Platform with Excellent Support and Seamless Integration"](https://www.g2.com/survey_responses/panintelligence-review-12088298)**

**Rating:** 4.0/5.0 stars

_— Verified User in Electrical/Electronic Manufacturing_

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-12088298)

**["The Panintelligence team are incredibly helpful, easy to work with, and always quick to respond."](https://www.g2.com/survey_responses/panintelligence-review-11387943)**

**Rating:** 4.0/5.0 stars

_— Stewart B._

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-11387943)

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

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

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

Metabase is the easy-to-use, open source Business Intelligence tool that lets everyone work with data, with or without SQL, for internal and customer-facing, embedded analytics. Install and setup in 5 minutes. Works with what’s already in your data stack, including SQL and NoSQL databases, from PostgreSQL to MongoDB. Let your whole team explore data on their own, create charts, interactive dashboards, and set up subscriptions and alerts - even to people outside of your org. The native SQL editor and advanced data tools will win over your data team. From Open Source (Always Free) to Enterprise, from Metabase Cloud to self-hosted, Metabase has everything you need scale with you with a number of affordable plans. Try free for 14 days.

**Average Rating:** 4.4/5.0

**Total Reviews:** 145

#### How Do G2 Users Rate Metabase?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.3/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Metabase?

- **Seller:** [Metabase](https://www.g2.com/sellers/metabase)
- **Year Founded:** 2014
- **HQ Location:** Lucknow, Uttar Pradesh
- **Twitter:** @metabase  
8,751 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=94418dbc300e8479fc3f8566a1b23e8156a6f27eaab8dead6f485ada856cfd18&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6460313%2F&secure%5Burl_type%5D=linkedin_company_website)  
129 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 52% Medium, 34% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Metabase to be **extremely easy to use** , facilitating quick report generation and simplified data exploration.
- Users find Metabase's **implementation ease** remarkable, allowing quick data insights without complexity or heavy setup.
- Users value the **intuitive interface** of Metabase, making data access and report generation effortless for everyone.
- Users commend Metabase for its **user-friendly data visualization** , enabling easy chart creation for all team members.
- Users praise the **easy setup** of Metabase, allowing quick connections to databases without complex configurations.

##### Cons

- Users experience **slow performance** with Metabase, especially during high query volumes and with large datasets.
- Users note the **missing features** in Metabase, particularly in visualizations and lack of integrated AI assistance.
- Users often experience **slow loading times** with Metabase, causing queries to time out and dashboards to lag.
- Users experience **performance issues** with Metabase, including lag and slow processing speeds, especially with large datasets.
- Users feel that the **dashboard creation UI could be improved** for better visualization and chart options.

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

**["Intuitive, Cost-Effective BI That Streamlines Dashboards and Reporting"](https://www.g2.com/survey_responses/metabase-review-12056142)**

**Rating:** 4.0/5.0 stars

_— BHARAT SINGH B._

[Read full review](https://www.g2.com/survey_responses/metabase-review-12056142)

**["User-Friendly and Developer-Friendly BI Tool That’s Easy to Get Started With"](https://www.g2.com/survey_responses/metabase-review-12552560)**

**Rating:** 4.5/5.0 stars

_— SAURABH B._

[Read full review](https://www.g2.com/survey_responses/metabase-review-12552560)

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

- [What are the benefits and drawbacks of using Metabase for your data visualization needs?](https://www.g2.com/discussions/what-are-the-benefits-and-drawbacks-of-using-metabase-for-your-data-visualization-needs)
- [What is Metabase used for?](https://www.g2.com/discussions/metabase-what-is-metabase-used-for) - 1 comment
- [Is Metabase secure?](https://www.g2.com/discussions/is-metabase-secure) - 1 comment, 1 upvote
- [Who uses Metabase?](https://www.g2.com/discussions/who-uses-metabase)
- [Is Metabase free?](https://www.g2.com/discussions/is-metabase-free) - 2 comments

### [Microsoft Power BI Embedded](https://www.g2.com/products/microsoft-power-bi-embedded/reviews)

Power BI Embedded provides a simple and straightforward way to bring visual analytics into your app instead of building it yourself. It simplifies Power BI capabilities by helping you quickly add stunning visuals, reports, and dashboards. Similar to apps built on Microsoft Azure use services like Machine Learning and IoT. By enabling easy-to-navigate data exploration in your solutions, allow your customers to make quick, informed decisions in context. The Power BI product suite allows you to author, publish, share, and embed visual interactive reports and dashboards. Use Power BI Desktop to create and distribute content - for free. To monitor key data and share dashboards and reports, use the Power BI web service. To view and interact with your data on any mobile device, get the Power BI Mobile app on the AppStore, Google Play or the Microsoft Store.

**Average Rating:** 4.4/5.0

**Total Reviews:** 106

#### How Do G2 Users Rate Microsoft Power BI Embedded?

- **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 8.9/10)
- **Steps to Answer:** 8.4/10 (Category avg: 8.3/10)
- **Reports Interface:** 9.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.9/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Microsoft Power BI Embedded?

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft  
13,091,739 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 employees on LinkedIn®
- **Ownership:** MSFT

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Medium, 37% Large

#### What Do G2 Reviewers Say About Microsoft Power BI Embedded?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Microsoft Power BI Embedded **easy to use** , simplifying complex tasks and enhancing creativity with its intuitive features.
- Users find that Microsoft Power BI Embedded provides **valuable business insights** , facilitating quick decisions and increasing sales.
- Users value the **dashboard customization** in Power BI Embedded, enhancing report integration across various applications effortlessly.
- Users value **data visualization capabilities** of Power BI Embedded, enhancing data organization and insights for better decision-making.
- Users find the **ease of creation** in Power BI Embedded allows for intuitive use and enhances creativity.

##### Cons

- Users find the **learning curve steep** for concepts like Bookmarks and formatting, especially without an IT background.
- Users find the **learning difficulty** of Microsoft Power BI Embedded problematic, especially with complex features and limited formatting options.
- Users find **formatting issues** in Power BI Embedded, noting limited options and complexity in visual adjustments.
- Users find the **initial difficulty** significant, especially without an IT background to navigate Power BI Embedded effectively.

#### What Are Recent G2 Reviews of Microsoft Power BI Embedded?

**["Power your Reports with PowerBI"](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-11822034)**

**Rating:** 4.0/5.0 stars

_— Mani B._

[Read full review](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-11822034)

**["Flexible, Centralized Reporting with Microsoft Power BI Embedded"](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-12836934)**

**Rating:** 5.0/5.0 stars

_— Margarita C._

[Read full review](https://www.g2.com/survey_responses/microsoft-power-bi-embedded-review-12836934)

#### What Are G2 Users Discussing About Microsoft Power BI Embedded?

- [What are the new features in Power BI?](https://www.g2.com/discussions/microsoft-power-bi-embedded-what-are-the-new-features-in-power-bi)
- [What is the difference between Power BI and Power BI embedded?](https://www.g2.com/discussions/what-is-the-difference-between-power-bi-and-power-bi-embedded) - 1 comment
- [What is embedded Power BI?](https://www.g2.com/discussions/what-is-embedded-power-bi)
- [What are the features of Power BI?](https://www.g2.com/discussions/what-are-the-features-of-power-bi)

### [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: 8.9/10)
- **Steps to Answer:** 8.1/10 (Category avg: 8.3/10)
- **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?

**["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)

**["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)

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