# Best Data Visualization Tools *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Data visualization tools and software translate data and metrics into charts and graphs to help companies track business metrics and key performance indicators (KPIs) in real time so they can better understand performance and goals. These can be delivered and displayed in various formats, including charts, graphs, reports, and dashboards. These tools help translate quantitative data and metrics into easy-to-understand visualizations. In regards to dashboards, there are various forms of visuals that one can create and view, such as scorecards and easy-to-interpret visualizations of company data to follow the trends and KPIs. Many data visualization software provides drag-and-drop functionality and other non-technical capabilities, so the average business user can build necessary dashboards. However, some do offer the ability to create dashboards using code. [Data visualization](https://www.g2.com/glossary/data-visualization-definition) software can consume data from many sources, including file uploads, databases, and business applications. Connecting certain applications or databases may require some IT involvement or coding knowledge. Dashboards with real-time data are particularly helpful to allow business users to understand business applications and systems, such as [ERP systems](https://www.g2.com/categories/erp-systems) and [CRM software](https://www.g2.com/categories/crm). However, in some cases, one might want to export these visualizations to share them as reports via email or other communication channels. This can be helpful if one is looking to send a targeted overview of data to busy executives or clients. In addition, these tools can be used to craft visualizations, such as charts and graphs, that can be exported in various formats, such as PNG and JPEG, to create content with visualizations of data. This content creation can often be accomplished collaboratively, allowing users to collaborate across devices and device types. Users looking for tools solely focused on diagramming can look to [diagramming software](https://www.g2.com/categories/diagramming) to build flow charts, floor plans, and more. The [best data visualization tools](https://learn.g2.com/best-data-visualization-software) are specifically designed to benchmark and visualize important metrics and are not intended to be used for robust, complicated data analysis. While some data visualization products may offer drill-down or data-joining functionality, their primary purpose is to provide dashboards and visualizations to monitor business-critical data. Users looking for analysis-specific tools should look to [analytics platforms](https://www.g2.com/categories/analytics-platforms). Analytics platforms, specifically of the self-service variety, can help businesses query and visualize their data without the need for IT support. Finally, business users and developers who are interested in embedding their visualizations in applications can use [embedded business intelligence software](https://www.g2.com/categories/embedded-business-intelligence) to accomplish this goal. To qualify for inclusion in the Data Visualization Tools category, a product must: - Consume data from a variety of sources through file uploads, database querying, and application connectors - Provide visual representation of key performance indicators ## Top Data Visualization Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Canva](https://www.g2.com/products/canva/reviews) | 4.7/5.0 (6,430 reviews) | No-code visual storytelling with brand-consistent templates | "[A Simple Design Tool I Use Regularly for College Projects](https://www.g2.com/survey_responses/canva-review-13002586)" | | 2 | [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5.0 (1,582 reviews) | Governed self-service dashboards with LookML modeling | "[Transforms Data, But Challenging for Beginners](https://www.g2.com/survey_responses/looker-review-12784757)" | | 3 | [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5.0 (992 reviews) | Multi-source data unification with no-code ETL visualization | "[All-in-One Platform for Real-Time Analytics and Dashboards](https://www.g2.com/survey_responses/domo-review-12676104)" | | 4 | [Data Studio](https://www.g2.com/products/data-studio/reviews) | 4.4/5.0 (456 reviews) | Google-native multi-source dashboard reporting | "[Looker Studio Makes Real-Time, Interactive Dashboards Effortless](https://www.g2.com/survey_responses/data-studio-review-12779274)" | | 5 | [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews) | 4.5/5.0 (105 reviews) | Centralized log visualization with real-time search | "[Powerful Centralized Log Management with Elastic Stack](https://www.g2.com/survey_responses/elastic-stack-review-12951407)" | | 6 | [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) | 4.3/5.0 (522 reviews) | Real-time analytics on SAP-native in-memory data | "[Efficient Transactions, But Time-Intensive Setup](https://www.g2.com/survey_responses/sap-hana-cloud-review-12983922)" | | 7 | [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) | 4.7/5.0 (443 reviews) | Multi-client dashboard reporting with cross-platform consolidation | "[Simple Multi-App Integrations, Client-Friendly UI/UX, and Reliable Support](https://www.g2.com/survey_responses/agencyanalytics-review-12946896)" | | 8 | [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) | 4.2/5.0 (750 reviews) | SAP-native BI, planning, and predictive dashboards | "[Reliable & User-Friendly Analytics Tool](https://www.g2.com/survey_responses/sap-analytics-cloud-review-12885706)" | | 9 | [Hurree](https://www.g2.com/products/hurree/reviews) | 4.8/5.0 (74 reviews) | Multi-source KPI dashboards with AI-driven insights | "[Game-Changer for Data-Driven Marketing Teams](https://www.g2.com/survey_responses/hurree-review-12533440)" | | 10 | [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) | 4.5/5.0 (848 reviews) | Native MongoDB data visualization and dashboarding | "[Flexible Document Model and Fast Development with MongoDB Atlas](https://www.g2.com/survey_responses/mongodb-atlas-review-12863051)" | --- ## What Are the Most Common Questions About Data Visualization Tools? *AI-generated · Last updated: May 26, 2026* ### What is the best platforms for creating real-time visualization dashboards? Based on G2 reviews, buyers looking for real-time visualization dashboards most often mention fast updates, centralized data access, and dashboards that are easy to share across teams. According to verified users, Looker is frequently used for live dashboards, real-time reporting, and centralized metric definitions that help teams stay aligned. G2 reviewers mention that users value the ability to refresh reports quickly, explore current data, and share dashboards with stakeholders without relying on manual reporting workflows. Reviewers also note some tradeoffs, including learning curve and occasional performance slowdowns with large or complex datasets, but recent feedback consistently highlights real-time visibility and operational reporting as core strengths for dashboard creation. **Here are some of the top-rated products on G2:** - [Looker](https://www.g2.com/products/looker/reviews/looker-review-12865135) – used for shareable dashboards, live reporting, and self-serve data exploration - [Data Studio](https://www.g2.com/products/data-studio/reviews/data-studio-review-12779274) – supports real-time dashboard refreshes and interactive filtering across sources - [Domo](https://www.g2.com/products/domo/reviews/domo-review-12844071) – helps teams monitor business performance with automated real-time dashboards ### Which visualization platform is best for non-technical users? Based on G2 reviews, Canva stands out for non-technical users because reviewers consistently describe it as intuitive, beginner friendly, and quick to learn. According to verified users, Canva helps people without design expertise create presentations, infographics, flowcharts, and other visuals using templates and drag-and-drop tools. G2 reviewers mention that it reduces dependence on specialist designers and makes it easier for teams to create polished materials quickly. Reviewers also highlight collaboration features, brand kits, and ease of sharing as practical benefits for business teams. Some users note limits around advanced customization and large, complex projects, but the overall pattern in recent reviews strongly favors Canva for accessibility and ease of adoption. ### What is the top tools for visualizing big data? Based on G2 reviews, tools used for big data visualization are most often praised for handling large datasets, connecting to warehouses, and keeping reporting centralized. G2 reviewers mention that Looker is commonly used when teams need to work with large historical data, complex reporting, and governed metrics across departments. According to verified users, it helps centralize reporting, make data more accessible, and support business users with shareable dashboards and self-service exploration. Reviewers also mention performance depends on data setup and that heavy dashboards can load slowly, but recent feedback still points to Looker as a strong option when organizations need scalable reporting tied to larger data environments. **Here are some of the top-rated products on G2:** - [Looker](https://www.g2.com/products/looker/reviews/looker-review-12563951) – centralizes large-scale reporting and supports analysis across warehouse data - [Domo](https://www.g2.com/products/domo/reviews/domo-review-12276368) – used to process large volumes of data and deliver dashboards to end users - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews/sap-hana-cloud-review-12674293) – supports real-time analytics on massive datasets with fast in-memory processing ### Which is the best data visualization software for business intelligence? Based on G2 reviews, Looker is the strongest fit for business intelligence because reviewers repeatedly describe it as a centralized analytics platform for dashboards, governed metrics, and self-service reporting. According to verified users, it helps organizations unify inconsistent reporting, create trusted definitions for metrics, and share dashboards across teams. G2 reviewers mention its strengths in data modeling, integrations, and reporting automation, especially for organizations that want one source of truth for analytics. Users also note tradeoffs, including a learning curve and occasional latency with large datasets, but the recurring theme in recent reviews is that Looker supports business intelligence workflows well by making data more consistent, shareable, and actionable. ### What is the best data visualization platforms for enterprise analytics? Based on G2 reviews, enterprise analytics buyers often prioritize scalability, centralized reporting, and the ability to connect multiple systems. According to verified users, Looker, Domo, and SAP HANA Cloud are all used in enterprise settings to support reporting, dashboard sharing, and cross-functional visibility. G2 reviewers mention Looker for governed analytics and self-service exploration, Domo for centralizing data and enabling collaboration across departments, and SAP HANA Cloud for real-time processing and unifying large data environments. Reviewers also mention that implementation complexity and cost can be considerations for enterprise tools, but recent reviews consistently show these products helping larger teams move away from fragmented reporting and toward more reliable decision-making. **Here are some of the top-rated products on G2:** - [Looker](https://www.g2.com/products/looker/reviews/looker-review-12355012) – supports governed self-service analytics and centralized metric definitions - [Domo](https://www.g2.com/products/domo/reviews/domo-review-12802484) – centralizes data from multiple business systems for enterprise reporting and collaboration - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews/sap-hana-cloud-review-12644611) – unifies large-scale data and enables real-time analytics for enterprise operations ### What is the top-rated data visualization software for self-service analytics? Based on G2 reviews, self-service analytics tools are valued when business users can explore data without waiting on technical teams. G2 reviewers mention Looker for helping non-technical users explore trusted data through centralized models and dashboards, while Data Studio is often praised for simple dashboard creation and flexible sharing. According to verified users, these tools reduce manual reporting work and make it easier for teams to answer recurring questions on their own. Reviewers also call out learning curve and performance considerations depending on setup, but the common pattern is that self-service works best when dashboards are shareable, filters are easy to use, and reporting is centralized rather than scattered across files and platforms. **Here are some of the top-rated products on G2:** - [Looker](https://www.g2.com/products/looker/reviews/looker-review-12280633) – lets non-technical users explore governed data safely and build reports faster - [Data Studio](https://www.g2.com/products/data-studio/reviews/data-studio-review-12560231) – helps users create and share dashboards with automated updates and multi-source reporting - [Omni Analytics](https://www.g2.com/products/omni-analytics-inc-omni-analytics/reviews/omni-analytics-review-12334498) – supports self-service analysis with consistent metrics for analysts and business users ### Which platform offers the most advanced visualization types? Based on G2 reviews, Looker reviewers frequently point to the breadth of charting and data exploration options, including graphs, maps, pivots, filters, and interactive dashboard components. According to verified users, it supports a wide range of visualization needs for analytics teams that want to move beyond basic charts and into more detailed exploration. G2 reviewers mention value in being able to customize views, compare metrics, and work with diverse reporting elements from one platform. At the same time, some users note that visualization customization still has limits and that more flexibility would be welcome. Even with those caveats, recent reviews suggest Looker offers one of the broadest visualization ranges in this review set. ### What is the top tools for creating interactive data dashboards? Based on G2 reviews, interactive dashboard tools are usually described in terms of filters, sharing, customization, and live exploration. According to verified users, Data Studio is widely used for interactive dashboards that let teams adjust date ranges, apply filters, and explore multiple views in one report. G2 reviewers mention that it helps combine data sources into clear, shareable dashboards and reduces manual reporting by keeping reports updated. Reviewers also note that performance may slow with larger datasets or more complex blends, but recent feedback consistently highlights ease of interaction, flexibility, and collaborative sharing as key strengths for dashboard creation and ongoing reporting workflows. **Here are some of the top-rated products on G2:** - [Data Studio](https://www.g2.com/products/data-studio/reviews/data-studio-review-12779274) – creates interactive dashboards with filters, date controls, and multi-source reporting - [Looker](https://www.g2.com/products/looker/reviews/looker-review-12773945) – supports interactive dashboards for exploration and client-facing reporting - [Domo](https://www.g2.com/products/domo/reviews/domo-review-12676104) – offers interactive dashboards and real-time visibility across connected data sources ### What is the best tools for combining data visualization with storytelling? Based on G2 reviews, Canva is frequently used when teams need visuals that communicate information clearly rather than just display data. According to verified users, it helps turn reports, presentations, and investor or leadership updates into more polished visual stories through templates, brand controls, and easy editing. G2 reviewers mention use cases such as annual reports, investor updates, roadmap visuals, presentations, and content creation, all of which suggest a strong storytelling fit. Reviewers also note collaboration benefits and ease for non-designers, while acknowledging that advanced customization can be limited. Overall, recent reviews position Canva as a practical choice for combining visual communication, presentations, and storytelling-oriented content. **Here are some of the top-rated products on G2:** - [Canva](https://www.g2.com/products/canva/reviews/canva-review-12701529) – helps teams create polished reports and investor updates with easy visual editing - [Visme](https://www.g2.com/products/visme/reviews/visme-review-11314830) – supports reports, presentations, and data visuals with built-in charts and templates - [Count](https://www.g2.com/products/count/reviews/count-review-12337355) – combines analysis, collaboration, and storytelling for guided data exploration ### Which data visualization tool integrates with the most data sources? Based on G2 reviews, Looker is one of the strongest options when broad data connectivity matters. According to verified users, it is used with Google products, marketing platforms, data warehouses, APIs, and multiple reporting sources to centralize information in one place. G2 reviewers mention integrations with marketing channels, sheets, warehouse environments, and broader cloud ecosystems, along with the ability to combine disconnected reporting into shareable dashboards. Reviewers also note that setup quality matters and that some connectors or blended datasets can be challenging, but recent reviews consistently describe Looker as a practical hub for bringing multiple data sources together for analytics, reporting, and visualization workflows. ## How Many Data Visualization Tools Products Does G2 Track? **Total Products under this Category:** 469 ### Category Stats (Jun 2026) - **Average Rating**: 4.43/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: ConnectWise PSA (+1.96%) - Among all products in this category, ConnectWise PSA recorded the largest rating increase compared to last month *Last updated: June 09, 2026* ## How Does G2 Rank Data Visualization Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 24,400+ Authentic Reviews - 469+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Data Visualization Tools Is Best for Your Use Case? - **Leader:** [Canva](https://www.g2.com/products/canva/reviews) - **Highest Performer:** [Swydo](https://www.g2.com/products/swydo/reviews) - **Easiest to Use:** [Canva](https://www.g2.com/products/canva/reviews) - **Top Trending:** [Abacum](https://www.g2.com/products/abacum/reviews) - **Best Free Software:** [Canva](https://www.g2.com/products/canva/reviews) --- **Sponsored** ### AgencyAnalytics AgencyAnalytics is the only reporting and insights platform built for marketing agencies. 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[Canva](https://www.g2.com/products/canva/reviews) Canva is a visual communication platform that gives everyone a creative voice, no matter your design experience, team size, or budget. Whether you're a student making your first presentation, a marketer producing social graphics in minutes, or a global team creating on-brand content without touching a designer's inbox, Canva is where ideas become something you can actually show. Start with one of over a million professionally designed templates, or build from scratch with an AI-powered drag-and-drop editor. A library of stock images, videos, soundtracks, and fonts means you are easily equipped to create visual content at scale. Looking to work in Canva across your team? Real-time collaboration lets multiple people design simultaneously. Brand kits keep assets, colors, and fonts consistent across a one-person business or a Fortune 500 company. Canva AI helps you generate, resize, write, and edit visuals in a fraction of the time. Canva is used by more than 265 million people across 190 countries and trusted by 95% of Fortune 500 companies. Canva is available on the web, iOS and Android. **Average Rating:** 4.7/5.0 **Total Reviews:** 6,430 **How Do G2 Users Rate Canva?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.0/10) - **Dashboards:** 9.1/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.7/10 (Category avg: 8.6/10) - **Formats:** 9.2/10 (Category avg: 8.6/10) **Who Is the Company Behind Canva?** - **Seller:** [Canva](https://www.g2.com/sellers/canva) - **Company Website:** https://www.canva.com/ - **Year Founded:** 2012 - **HQ Location:** Sydney - **Twitter:** @canva (339,250 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2850862/ (16,408 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Owner, Marketing Manager - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 66% Small-Business, 23% Mid-Market #### What Are Canva's Pros and Cons? **Pros:** - Ease of Use (1742 reviews) - Templates (1264 reviews) - Features (1145 reviews) - Easy Creation (1062 reviews) - Template Availability (1055 reviews) **Cons:** - Limited Features (585 reviews) - Limited Options (560 reviews) - Missing Features (498 reviews) - Expensive (473 reviews) - Limited Customization (451 reviews) ### What Do G2 Reviewers Say About Canva? *AI-generated summary from verified user reviews* **Pros:** - Users find Canva's **ease of use** exceptional, allowing quick, intuitive design creation across devices with ready-made templates. - Users love Canva's **extensive templates** that simplify and enhance the design process, making it quick and intuitive. - Users love Canva's **extensive design options** and intuitive interface, making creation quick and easy across devices. - Users love how Canva enables **easy creation** of stunning designs quickly, with user-friendly templates and intuitive tools. - Users love the **wide variety of templates** in Canva, making design quick and easy for everyone. **Cons:** - Users find the **limited features** in Canva frustrating, especially for those on a budget or needing advanced tools. - Users find Canva has **limited options** for editing vectors and creating multi-page designs, causing frustration. - Users express frustration with **missing features** like offline access and editing capabilities, impacting their design workflow. - Users feel the **premium plan is too expensive** for beginners, limiting access to key features without a subscription. - Users feel the **limited customization options** in Canva restrict their creative freedom and flexibility in design. #### What Are Recent G2 Reviews of Canva? **"[A Simple Design Tool I Use Regularly for College Projects](https://www.g2.com/survey_responses/canva-review-13002586)"** **Rating:** 4.5/5.0 stars *— ARYAN M.* [Read full review](https://www.g2.com/survey_responses/canva-review-13002586) --- **"[Quick, Easy Social Media Graphics with Flexible Pricing Tiers](https://www.g2.com/survey_responses/canva-review-12997808)"** **Rating:** 4.0/5.0 stars *— John D.* [Read full review](https://www.g2.com/survey_responses/canva-review-12997808) --- #### What Are G2 Users Discussing About Canva? - [Is Canva Pro Worth It? A Look at G2 User Reviews](https://www.g2.com/discussions/is-canva-pro-worth-it-a-look-at-g2-user-reviews) - 9 comments, 13 upvotes - [What is included in Canva Pro?](https://www.g2.com/discussions/what-is-included-in-canva-pro) - 23 comments, 12 upvotes - [What are the features of Canva?](https://www.g2.com/discussions/what-are-the-features-of-canva) - 16 comments, 12 upvotes - [How much is Canva for enterprise?](https://www.g2.com/discussions/how-much-is-canva-for-enterprise) - 10 comments, 8 upvotes - [Can you use Canva designs for commercial purposes?](https://www.g2.com/discussions/can-you-use-canva-designs-for-commercial-purposes) - 25 comments, 8 upvotes ### 2. [Looker](https://www.g2.com/products/looker/reviews) Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,582 **How Do G2 Users Rate Looker?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10) - **Dashboards:** 8.7/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.0/10 (Category avg: 8.6/10) - **Formats:** 8.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Looker?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Who Uses This:** Data Analyst, Data Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 60% Mid-Market, 20% Enterprise #### What Are Looker's Pros and Cons? **Pros:** - Ease of Use (108 reviews) - Insights (75 reviews) - Easy Integrations (70 reviews) - Integrations (70 reviews) - Analytics (51 reviews) **Cons:** - Learning Curve (58 reviews) - Learning Difficulty (38 reviews) - Slow Loading (29 reviews) - Slow Performance (29 reviews) - Complex Usage (28 reviews) ### What Do G2 Reviewers Say About Looker? *AI-generated summary from verified user reviews* **Pros:** - Users find the **ease of use** in Looker to be exceptional, allowing even non-technical individuals to create reports effortlessly. - Users benefit from **centralized dashboards and real-time insights** , enabling faster, data-driven decisions across teams. - Users appreciate the **easy integrations** of Looker, enabling quick collaboration and seamless data analysis across platforms. - Users value the **easy integrations** of Looker, enhancing collaboration and allowing seamless data connections for better insights. - Users appreciate the **dynamic and real-time reporting** capabilities of Looker for effective analytics and decision-making. **Cons:** - Users find the **learning curve steep** , making it challenging for beginners and those with limited IT skills. - Users find the **learning difficulty** of Looker challenging, particularly with LookML and navigating the interface. - Users experience **slow loading times** with Looker, particularly when handling larger datasets and creating dashboards. - Users often face **slow performance** issues with Looker, including lag and lengthy loading times for dashboards. - Users find Looker to have a **complex usage** that complicates onboarding and hampers effective data management. #### What Are Recent G2 Reviews of Looker? **"[Powerful once it's set up properly, that's once is doing a lot of work in that sentence](https://www.g2.com/survey_responses/looker-review-12863840)"** **Rating:** 4.5/5.0 stars *— Anurag S.* [Read full review](https://www.g2.com/survey_responses/looker-review-12863840) --- **"[Transforms Data, But Challenging for Beginners](https://www.g2.com/survey_responses/looker-review-12784757)"** **Rating:** 5.0/5.0 stars *— Rahul S.* [Read full review](https://www.g2.com/survey_responses/looker-review-12784757) --- #### What Are G2 Users Discussing About Looker? - [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) - 1 comment - [Why is looker so powerful?](https://www.g2.com/discussions/why-is-looker-so-powerful) - [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) - 4 comments - [What is Looker software?](https://www.g2.com/discussions/what-is-looker-software) ### 3. [Domo](https://www.g2.com/products/domo/reviews) Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and generate dynamic reports and visualizations—all within a single interface. With built-in AI and automation capabilities, teams can easily build and use AI agents, streamline workflows, and create tailored solutions. **Average Rating:** 4.3/5.0 **Total Reviews:** 992 **How Do G2 Users Rate Domo?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.0/10) - **Dashboards:** 8.3/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.6/10) - **Formats:** 8.6/10 (Category avg: 8.6/10) **Who Is the Company Behind Domo?** - **Seller:** [Domo](https://www.g2.com/sellers/domo) - **Company Website:** https://www.domo.com - **Year Founded:** 2010 - **HQ Location:** American Fork, UT - **Twitter:** @Domotalk (63,513 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/25237/ (1,305 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Business Analyst - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 49% Mid-Market, 29% Enterprise #### What Are Domo's Pros and Cons? **Pros:** - Ease of Use (247 reviews) - Data Visualization (116 reviews) - Intuitive (95 reviews) - Easy Integrations (92 reviews) - Integrations (88 reviews) **Cons:** - Learning Curve (66 reviews) - Missing Features (59 reviews) - Data Management Issues (55 reviews) - Expensive (44 reviews) - Complexity (43 reviews) ### What Do G2 Reviewers Say About Domo? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly interface** of Domo, enhancing accessibility for both tech-savvy and non-tech-savvy individuals. - Users value the **user-friendly data visualization** features of Domo, enabling effortless graph creation and real-time tracking. - Users highlight Domo's **intuitive design** , making data management accessible for all, even non-tech-savvy individuals. - Users appreciate the **easy integrations** in Domo, enabling seamless data handling from multiple sources for informed decisions. - Users value Domo's **seamless integration** with various data sources, enhancing efficiency and collaboration in data management. **Cons:** - Users find the **learning curve steep** , struggling to keep up with updates and manage functionality challenges effectively. - Users express frustration over **missing features** in Domo, such as dynamic columns and a confusing consumption model. - Users face **data management issues** with Domo, citing unreliable connectors and challenges in reporting and functionality. - Users find Domo's pricing to be **unreasonably expensive** , causing dissatisfaction and trust issues over sudden cost increases. - Users find Domo's **complexity** frustrating due to rigid datasets and cumbersome dashboard management. #### What Are Recent G2 Reviews of Domo? **"[Interactive Real-Time Dashboards That Make Complex Data Easy](https://www.g2.com/survey_responses/domo-review-13003120)"** **Rating:** 5.0/5.0 stars *— Anil B.* [Read full review](https://www.g2.com/survey_responses/domo-review-13003120) --- **"[All-in-One Platform for Real-Time Analytics and Dashboards](https://www.g2.com/survey_responses/domo-review-12676104)"** **Rating:** 5.0/5.0 stars *— Anuj T.* [Read full review](https://www.g2.com/survey_responses/domo-review-12676104) --- #### What Are G2 Users Discussing About Domo? - [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) - 1 comment - [How much does Domo cost?](https://www.g2.com/discussions/how-much-does-domo-cost) - [What is Domo data?](https://www.g2.com/discussions/what-is-domo-data) - [Is Domo any good?](https://www.g2.com/discussions/is-domo-any-good) - [What does Domo software do?](https://www.g2.com/discussions/what-does-domo-software-do) ### 4. [Data Studio](https://www.g2.com/products/data-studio/reviews) Looker Studio offers self-service business intelligence with unmatched flexibility for smarter business decisions. Featuring connections to more than 1,000+ data sources, you can create highly visual, intuitive reports and share them with your team with consistent metrics. Looker Studio helps you tell impactful stories by creating and sharing engaging reports and data visualization, showcasing your business metrics and dimensions with intuitive smart reports, with automatic sharing for informed collaboation. Create meaningful, shareable, customizable, charts and graphs with just a few clicks, and now, with Duet AI in Looker, automatically generate reports, visualizations and slides and save countless hours. **Average Rating:** 4.4/5.0 **Total Reviews:** 456 **How Do G2 Users Rate Data Studio?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10) - **Dashboards:** 9.1/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.1/10 (Category avg: 8.6/10) - **Formats:** 8.5/10 (Category avg: 8.6/10) **Who Is the Company Behind Data Studio?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Who Uses This:** Digital Marketing Specialist, Digital Marketing Manager - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 46% Small-Business, 37% Mid-Market #### What Are Data Studio's Pros and Cons? **Pros:** - Ease of Use (20 reviews) - Visualization (11 reviews) - Easy Integrations (10 reviews) - Collaborative Sharing (7 reviews) - Data Visualization (7 reviews) **Cons:** - Limited Customization (8 reviews) - Slow Performance (8 reviews) - Slow Loading (5 reviews) - Connectivity Issues (4 reviews) - Limited Options (4 reviews) ### What Do G2 Reviewers Say About Data Studio? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Looker Studio, allowing effortless creation of interactive dashboards without coding. - Users love the **flexibility in visualizing data** with Looker Studio's customizable and interactive dashboards. - Users value the **easy integrations** of Looker Studio, allowing seamless connections to various data sources for quick insights. - Users value the **collaborative sharing** in Looker Studio, enabling seamless teamwork and real-time data access. - Users find **Data Studio's data visualization** capabilities exceptional, enabling easy integration and creation of interactive dashboards. **Cons:** - Users find **limited customization** options in Looker Studio, leading to frustration with visual aspects and complex data modeling. - Users experience **slow performance** in Looker Studio, especially with heavy data sources and multiple charts, impacting usability. - Users often find **slow loading times** in Looker Studio, especially with heavy data or multiple charts, causing frustration. - Users often face **connectivity issues** with Looker Studio, requiring multiple attempts to establish reliable data connections. - Users find the **limited options** in Data Studio frustrating, especially for complex designs and advanced features. #### What Are Recent G2 Reviews of Data Studio? **"[Mobile-First, Spreadsheet-Driven Reports with Instant Updates—and a Great Free Version](https://www.g2.com/survey_responses/data-studio-review-12807274)"** **Rating:** 5.0/5.0 stars *— Jaime Ricardo L.* [Read full review](https://www.g2.com/survey_responses/data-studio-review-12807274) --- **"[Looker Studio Makes Real-Time, Interactive Dashboards Effortless](https://www.g2.com/survey_responses/data-studio-review-12779274)"** **Rating:** 5.0/5.0 stars *— Gautam V.* [Read full review](https://www.g2.com/survey_responses/data-studio-review-12779274) --- #### What Are G2 Users Discussing About Data Studio? - [How good is Google Data Studio?](https://www.g2.com/discussions/how-good-is-google-data-studio) - 2 comments - [Is Google Data Studio free to use?](https://www.g2.com/discussions/is-google-data-studio-free-to-use) - 4 comments - [How do I use Google Data Studio?](https://www.g2.com/discussions/how-do-i-use-google-data-studio) - 1 comment - [What is Google Data Studio for?](https://www.g2.com/discussions/what-is-google-data-studio-for) - 1 comment ### 5. [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews) The Elastic Stack, commonly known as the ELK Stack, is a comprehensive suite of open-source tools designed for ingesting, storing, analyzing, and visualizing data in real-time. It comprises Elasticsearch, Kibana, Beats, and Logstash, enabling users to handle data from any source and in any format efficiently. Key Features and Functionality: - Elasticsearch: A distributed, JSON-based search and analytics engine that allows for rapid storage, search, and analysis of large volumes of data. - Kibana: An extensible user interface that provides powerful visualizations, dashboards, and management tools to interpret and present data effectively. - Beats and Logstash: Data ingestion tools that collect and process data from various sources, transforming and forwarding it to Elasticsearch for indexing. - Integrations: A multitude of pre-built integrations that facilitate seamless data collection and connection with the Elastic Stack, enabling quick insights. Primary Value and User Solutions: The Elastic Stack empowers organizations to harness the full potential of their data by providing a scalable and resilient platform for real-time search and analytics. It addresses challenges such as managing large datasets, ensuring high availability, and delivering relevant search results swiftly. By offering a unified solution for data ingestion, storage, analysis, and visualization, the Elastic Stack enables users to gain actionable insights, enhance operational efficiency, and make informed decisions based on their data. **Average Rating:** 4.5/5.0 **Total Reviews:** 105 **How Do G2 Users Rate Elastic Stack?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.0/10) - **Dashboards:** 9.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.3/10 (Category avg: 8.6/10) - **Formats:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind Elastic Stack?** - **Seller:** [Elastic](https://www.g2.com/sellers/elastic) - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @elastic (65,200 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/814025/ (5,079 employees on LinkedIn®) - **Ownership:** NYSE: ESTC **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 34% Enterprise #### What Are Elastic Stack's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Flexibility (3 reviews) - Log Management (3 reviews) - Search Efficiency (3 reviews) - Versatility (3 reviews) **Cons:** - Resource Management (3 reviews) - Complexity Issues (2 reviews) - Expensive (2 reviews) - High Memory Usage (2 reviews) - Learning Curve (2 reviews) ### What Do G2 Reviewers Say About Elastic Stack? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Elastic Stack for quickly correlating issues and visualizing data effortlessly. - Users value the **flexibility** of Elastic Stack, enabling seamless integration and customization for diverse deployment needs. - Users value the **unified log management** of Elastic Stack, enhancing their ability to correlate issues and visualize data. - Users value the **search efficiency** of Elastic Stack, enabling quick issue correlation and enhanced system behavior understanding. - Users value the **versatility** of Elastic Stack, benefiting from its seamless integration and flexible deployment options. **Cons:** - Users find that **resource management can be complex and costly** , requiring significant expertise for optimal performance. - Users face **complexity issues** with Elastic Stack, requiring deep expertise to manage clusters and performance effectively. - Users find Elastic Stack to be **expensive** due to high resource demands and costly commercial licensing for advanced features. - Users find that **High Memory Usage** in Elastic Stack can lead to increased costs and complexity in management. - Users note the **steep learning curve** for beginners, requiring deep expertise for optimal performance and cluster management. #### What Are Recent G2 Reviews of Elastic Stack? **"[Elastic Stack: Real-Time Scalability, Fast Search, and Powerful Kibana Visualizations](https://www.g2.com/survey_responses/elastic-stack-review-12683691)"** **Rating:** 5.0/5.0 stars *— Jai P.* [Read full review](https://www.g2.com/survey_responses/elastic-stack-review-12683691) --- **"[Powerful Centralized Log Management with Elastic Stack](https://www.g2.com/survey_responses/elastic-stack-review-12951407)"** **Rating:** 4.0/5.0 stars *— Ravindra N.* [Read full review](https://www.g2.com/survey_responses/elastic-stack-review-12951407) --- #### What Are G2 Users Discussing About Elastic Stack? - [How has Elastic Stack impacted your data search and analytics capabilities, and what do you recommend to new users?](https://www.g2.com/discussions/how-has-elastic-stack-impacted-your-data-search-and-analytics-capabilities-and-what-do-you-recommend-to-new-users) - [What is Kibana monitoring?](https://www.g2.com/discussions/what-is-kibana-monitoring) - [What is Grafana and Kibana?](https://www.g2.com/discussions/what-is-grafana-and-kibana) - 1 comment - [What is Kibana built with?](https://www.g2.com/discussions/what-is-kibana-built-with) - [What are the features of Kibana?](https://www.g2.com/discussions/what-are-the-features-of-kibana) - 1 comment ### 6. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) SAP HANA Cloud is a modern database-as-a-service (DBaaS) powering the next generation of intelligent data applications. SAP HANA Cloud offers a competitive edge by incorporating advanced machine learning and predictive tools grounded in modern data science. Its powerful in-memory performance safeguards efficient data processing. By securely storing vast amounts of data with its integrated multitier storage and handling various types on a single copy in its native multi-model database, SAP HANA Cloud simplifies data management and connects to other data sources. The seamless integration of these capabilities in a reliable, unified foundation makes it easier for developers to build high-demand intelligent data apps. **Average Rating:** 4.3/5.0 **Total Reviews:** 522 **How Do G2 Users Rate SAP HANA Cloud?** - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.0/10) - **Dashboards:** 8.9/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.0/10 (Category avg: 8.6/10) - **Formats:** 8.5/10 (Category avg: 8.6/10) **Who Is the Company Behind SAP HANA Cloud?** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Company Website:** https://www.sap.com/ - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,052 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,955 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Consultant, SAP Consultant - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 61% Enterprise, 26% Mid-Market #### What Are SAP HANA Cloud's Pros and Cons? **Pros:** - Ease of Use (53 reviews) - Easy Integrations (39 reviews) - Integrations (38 reviews) - Speed (38 reviews) - Scalability (35 reviews) **Cons:** - Complexity (32 reviews) - Expensive (30 reviews) - Learning Curve (29 reviews) - Difficult Learning (27 reviews) - Complex Setup (20 reviews) ### What Do G2 Reviewers Say About SAP HANA Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users find SAP HANA Cloud to be **highly user-friendly** , greatly enhancing workflow efficiency and real-time data management. - Users value the **easy integrations** of SAP HANA Cloud, enhancing data management and streamlining reporting processes seamlessly. - Users commend the **integration capabilities** of SAP HANA Cloud, facilitating seamless connections with SAP and third-party solutions. - Users value the **exceptional real-time performance** of SAP HANA Cloud, enhancing usability and decision-making speed. - Users appreciate the **exceptional scalability** of SAP HANA Cloud, effortlessly managing large datasets while optimizing performance. **Cons:** - Users often find the **complexity of setup and learning** to be a barrier when adopting SAP HANA Cloud. - Users find SAP HANA Cloud **expensive** due to high costs that escalate with usage and complex pricing structures. - Users note a **steep learning curve** with SAP HANA Cloud, making it challenging for newcomers to navigate effectively. - Users find the **learning curve difficult** , particularly for those new to SAP, impacting their ability to utilize the platform. - Users often face **complex setup** challenges with SAP HANA Cloud, making initial configurations difficult for specific applications. #### What Are Recent G2 Reviews of SAP HANA Cloud? **"[Efficient Transactions, But Time-Intensive Setup](https://www.g2.com/survey_responses/sap-hana-cloud-review-12983922)"** **Rating:** 4.0/5.0 stars *— Sumeet R.* [Read full review](https://www.g2.com/survey_responses/sap-hana-cloud-review-12983922) --- **"[Blazing-Fast In-Memory Performance with Seamless SAP Integration](https://www.g2.com/survey_responses/sap-hana-cloud-review-12419032)"** **Rating:** 4.5/5.0 stars *— Dharamveer p.* [Read full review](https://www.g2.com/survey_responses/sap-hana-cloud-review-12419032) --- ### 7. [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) AgencyAnalytics is the only reporting and insights platform built for marketing agencies. Prove your value to clients, win back the hours you lose to manual reporting, and keep more of the clients you've worked hard to earn. Connect every client's marketing channels into live, customizable dashboards and report on SEO, PPC, social media, email, call tracking, ecommerce, local, and more, with 85+ integrations in one place. Automate report creation and scheduling so polished, accurate updates go out on time without the manual work. Benchmark performance, spot trends early, and use AI-powered insights to walk into client calls already knowing what's working and what to fix. Everything is fully white-labeled for your agency, so clients get their own branded login to the web or mobile app. Whether you're an established agency or just getting started, AgencyAnalytics offers flexible pricing that scales as you grow. Try it risk-free for 14 days, no credit card required. **Average Rating:** 4.7/5.0 **Total Reviews:** 443 **How Do G2 Users Rate AgencyAnalytics?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10) - **Dashboards:** 9.3/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.8/10 (Category avg: 8.6/10) - **Formats:** 8.9/10 (Category avg: 8.6/10) **Who Is the Company Behind AgencyAnalytics?** - **Seller:** [AgencyAnalytics](https://www.g2.com/sellers/agencyanalytics) - **Company Website:** https://agencyanalytics.com - **Year Founded:** 2010 - **HQ Location:** Toronto - **Twitter:** @agencyanalytics (4,047 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3309361/ (132 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 88% Small-Business, 8% Mid-Market #### What Are AgencyAnalytics's Pros and Cons? **Pros:** - Ease of Use (55 reviews) - Time Saving (47 reviews) - Customer Support (46 reviews) - User-Friendly (37 reviews) - Integration Capabilities (35 reviews) **Cons:** - Integration Issues (25 reviews) - Limited Features (14 reviews) - Learning Curve (12 reviews) - Reporting Issues (11 reviews) - Connection Issues (10 reviews) ### What Do G2 Reviewers Say About AgencyAnalytics? *AI-generated summary from verified user reviews* **Pros:** - Users find AgencyAnalytics to be **incredibly easy to use** , simplifying SEO project management and reporting. - Users highlight the **time-saving features** of AgencyAnalytics, streamlining reporting and enhancing overall efficiency for their businesses. - Users commend the **excellent customer support** from AgencyAnalytics, appreciating their quick responses and personal assistance. - Users appreciate the **user-friendly setup** of AgencyAnalytics, streamlining their reporting and improving client presentations effortlessly. - Users value the **extensive integration capabilities** of AgencyAnalytics, simplifying reporting and data management across various platforms. **Cons:** - Users report frequent **integration issues** with AgencyAnalytics, causing significant disruptions and delays in client reporting. - Users find the platform's **limited features** restrict customization and can make reporting less efficient. - Users find the **learning curve challenging** , especially in customizing dashboards and navigating help documentation effectively. - Users often face **reporting issues** due to dashboard changes, limited customization, and occasional integration failures. - Users are frustrated with frequent **connection issues** that disrupt workflows and hinder timely data access for clients. #### What Are Recent G2 Reviews of AgencyAnalytics? **"[Simple Multi-App Integrations, Client-Friendly UI/UX, and Reliable Support](https://www.g2.com/survey_responses/agencyanalytics-review-12946896)"** **Rating:** 4.0/5.0 stars *— Himalay P.* [Read full review](https://www.g2.com/survey_responses/agencyanalytics-review-12946896) --- **"[Easy Client Channel Integrations, Responsive Support, and Reliable Automation](https://www.g2.com/survey_responses/agencyanalytics-review-12950396)"** **Rating:** 5.0/5.0 stars *— Nina M.* [Read full review](https://www.g2.com/survey_responses/agencyanalytics-review-12950396) --- #### What Are G2 Users Discussing About AgencyAnalytics? - [What is AgencyAnalytics used for?](https://www.g2.com/discussions/what-is-agencyanalytics-used-for) - 1 comment ### 8. [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) With the SAP Analytics Cloud solution, you can bring together analytics and planning with unique integration to SAP applications and smooth access to heterogenous data sources. As the analytics and planning solution within SAP Business Technology Platform, SAP Analytics Cloud supports trusted insights and integrated planning processes enterprise-wide to help you make decisions without doubt. **Average Rating:** 4.2/5.0 **Total Reviews:** 750 **How Do G2 Users Rate SAP Analytics Cloud?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10) - **Dashboards:** 8.8/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.0/10 (Category avg: 8.6/10) - **Formats:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind SAP Analytics Cloud?** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Company Website:** https://www.sap.com/ - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,052 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,955 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Senior Consultant, Consultant - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 49% Enterprise, 28% Mid-Market #### What Are SAP Analytics Cloud's Pros and Cons? **Pros:** - Ease of Use (68 reviews) - Data Analysis (52 reviews) - Data Visualization (51 reviews) - Easy Integrations (40 reviews) - Analytics (39 reviews) **Cons:** - Slow Performance (36 reviews) - Learning Curve (35 reviews) - Learning Difficulty (33 reviews) - Performance Issues (32 reviews) - Large Dataset Handling (30 reviews) ### What Do G2 Reviewers Say About SAP Analytics Cloud? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of SAP Analytics Cloud, enabling straightforward data analysis without technical expertise. - Users value the **wide range of data connectivity** in SAP Analytics Cloud, enhancing their data-driven decision-making capabilities. - Users value the **interactive dashboards** of SAP Analytics Cloud, which provide clear insights and enhance data interpretation. - Users value the **easy integrations** of SAP Analytics Cloud, enabling seamless connections for real-time data analysis and decision-making. - Users appreciate the **wide range of data connectivity options** in SAP Analytics Cloud, enhancing seamless integration and decision-making. **Cons:** - Users face **slow performance** with SAP Analytics Cloud, particularly when analyzing large datasets or complex models. - Users find the **steep learning curve** challenging, especially without prior SAP experience, affecting their initial experience. - Users find the **steep learning curve** challenging, especially for newcomers unfamiliar with SAP products. - Users experience **performance issues** with SAP Analytics Cloud, particularly when handling large datasets and complex calculations. - Users experience **slow performance** when handling large datasets in SAP Analytics Cloud, affecting their overall efficiency. #### What Are Recent G2 Reviews of SAP Analytics Cloud? **"[Reliable & User-Friendly Analytics Tool](https://www.g2.com/survey_responses/sap-analytics-cloud-review-12885706)"** **Rating:** 4.0/5.0 stars *— sagar i.* [Read full review](https://www.g2.com/survey_responses/sap-analytics-cloud-review-12885706) --- **"[SAP Analytics Cloud Clean Dashboards and Powerful Real Time Analytics in One Place](https://www.g2.com/survey_responses/sap-analytics-cloud-review-12817514)"** **Rating:** 5.0/5.0 stars *— Muzammil M.* [Read full review](https://www.g2.com/survey_responses/sap-analytics-cloud-review-12817514) --- #### What Are G2 Users Discussing About SAP Analytics Cloud? - [What is SAP Analytics Cloud used for?](https://www.g2.com/discussions/what-is-sap-analytics-cloud-used-for) - 2 comments - [What is SAP Lumira used for?](https://www.g2.com/discussions/sap-lumira-what-is-sap-lumira-used-for) - 1 comment, 1 upvote - [What is SAP Analytics Hub used for?](https://www.g2.com/discussions/what-is-sap-analytics-hub-used-for) - 1 comment - [How does SAP Analytics calculate average cloud?](https://www.g2.com/discussions/how-does-sap-analytics-calculate-average-cloud) - [What is predictive analytics software?](https://www.g2.com/discussions/sap-predictive-analytics-what-is-predictive-analytics-software) - 1 comment ### 9. [Hurree](https://www.g2.com/products/hurree/reviews) Hurree is an AI-powered platform that consolidates all your reporting data into a single, easy-to-use command centre. It connects with over 70 popular tools, giving you a single, reliable view of performance across your business. With fully customizable dashboards, Hurree makes it simple for any team to track KPIs, monitor trends, and measure success with no technical skills required. At the heart of the platform is Riva, Hurree's built-in AI assistant. Riva doesn't just show you the numbers; it explains them. From instant summaries to predictive insights and actionable recommendations, Riva helps you understand what’s happening and what to do next. Hurree is built for teams who want better visibility, clearer reporting, and data they can actually use, without the complexity. **Average Rating:** 4.8/5.0 **Total Reviews:** 74 **How Do G2 Users Rate Hurree?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) - **Dashboards:** 9.7/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.1/10 (Category avg: 8.6/10) - **Formats:** 8.5/10 (Category avg: 8.6/10) **Who Is the Company Behind Hurree?** - **Seller:** [Hurree](https://www.g2.com/sellers/hurree) - **Company Website:** https://www.hurree.co/ - **Year Founded:** 2018 - **HQ Location:** Belfast, Antrim - **Twitter:** @Hurree_me (896 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/hurree/ (48 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 58% Small-Business, 42% Mid-Market #### What Are Hurree's Pros and Cons? **Pros:** - Ease of Use (354 reviews) - Analytics (240 reviews) - Data Visualization (188 reviews) - Efficiency (171 reviews) - Insights (167 reviews) **Cons:** - Learning Curve (122 reviews) - Limited Customization (72 reviews) - Limited Options (64 reviews) - Missing Features (58 reviews) - Learning Difficulty (57 reviews) ### What Do G2 Reviewers Say About Hurree? *AI-generated summary from verified user reviews* **Pros:** - Users value Hurree's **ease of use** , appreciating the intuitive interface that simplifies data access for all team members. - Users value the **intuitive interface and customizable dashboards** of Hurree for effective data visualization and tracking. - Users praise Hurree for its **intuitive data visualization** that simplifies understanding and enhances team productivity. - Users value the **high efficiency** of Hurree, enjoying quick setups and smooth data updates for productive analytics. - Users appreciate the **intuitive interface and accurate insights** of Hurree, making data analysis accessible and reliable. **Cons:** - The **initial learning curve** can be overwhelming, but support helps users adapt to Hurree's features over time. - Users note **limited customization** options in Hurree, wishing for more flexibility in tailoring their experiences. - Users find the **limited customization options** in Hurree restrict their ability to create advanced reports effectively. - Users believe that adding **more built-in visualization templates** would enhance the initial user experience significantly. - Users find Hurree has a **learning difficulty** that challenges newcomers, making data integration initially overwhelming. #### What Are Recent G2 Reviews of Hurree? **"[Game-Changer for Data-Driven Marketing Teams](https://www.g2.com/survey_responses/hurree-review-12533440)"** **Rating:** 5.0/5.0 stars *— Gavin M.* [Read full review](https://www.g2.com/survey_responses/hurree-review-12533440) --- **"[Hurree brought structure and focus to our performance monitoring](https://www.g2.com/survey_responses/hurree-review-12358678)"** **Rating:** 5.0/5.0 stars *— Hayley C.* [Read full review](https://www.g2.com/survey_responses/hurree-review-12358678) --- ### 10. [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) MongoDB Atlas is a developer data platform that provides a tightly integrated collection of data and application infrastructure building blocks to enable enterprises to quickly deploy bespoke architectures to address any application need. Atlas supports transactional, full-text search, vector search, time series and stream processing application use cases across mobile, distributed, event-driven, and serverless architectures. **Average Rating:** 4.5/5.0 **Total Reviews:** 848 **How Do G2 Users Rate MongoDB Atlas?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.0/10) - **Dashboards:** 9.2/10 (Category avg: 9.0/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.6/10) - **Formats:** 8.5/10 (Category avg: 8.6/10) **Who Is the Company Behind MongoDB Atlas?** - **Seller:** [MongoDB](https://www.g2.com/sellers/mongodb) - **Year Founded:** 2007 - **HQ Location:** New York - **Twitter:** @MongoDB (503,172 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/783611/ (7,887 employees on LinkedIn®) - **Ownership:** NASDAQ: MDB **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 45% Small-Business, 29% Enterprise #### What Are MongoDB Atlas's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - User Interface (7 reviews) - Features (6 reviews) - Scalability (5 reviews) - Reliability (4 reviews) **Cons:** - Expensive Pricing (3 reviews) - Unclear Pricing (3 reviews) - Expensive (2 reviews) - High Memory Usage (2 reviews) - Latency Issues (2 reviews) ### What Do G2 Reviewers Say About MongoDB Atlas? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of MongoDB Atlas, highlighting its intuitive UI and user-friendly database management. - Users commend the **intuitive UI** of MongoDB Atlas, enhancing their database management experience significantly. - Users praise the **intuitive UI and ease of use** of MongoDB Atlas, enhancing database management and development efficiency. - Users value the **scalability** of MongoDB Atlas, which simplifies data management and enhances performance effortlessly. - Users praise the **reliability** of MongoDB Atlas, highlighting seamless uptime and consistent performance in database management. **Cons:** - Users criticize the **expensive pricing** of MongoDB Atlas, feeling forced to pay for unnecessary compute and storage. - Users find the **unclear pricing** of MongoDB Atlas frustrating, impacting their budgeting and overall satisfaction significantly. - Users find MongoDB Atlas **expensive** , experiencing issues with pricing tied to storage, performance, and inadequate support. - Users express concerns about **high memory usage** , leading to performance issues and frustration with billing practices. - Users experience significant **latency issues** with MongoDB Atlas, impacting performance and causing frustration during operations like data deletion. #### What Are Recent G2 Reviews of MongoDB Atlas? **"[Flexible Document Model and Fast Development with MongoDB Atlas](https://www.g2.com/survey_responses/mongodb-atlas-review-12863051)"** **Rating:** 4.5/5.0 stars *— Priyanshu J.* [Read full review](https://www.g2.com/survey_responses/mongodb-atlas-review-12863051) --- **"[Flexible, High-Performance Database with Easy Scaling](https://www.g2.com/survey_responses/mongodb-atlas-review-12533016)"** **Rating:** 4.5/5.0 stars *— Sai shivan J.* [Read full review](https://www.g2.com/survey_responses/mongodb-atlas-review-12533016) --- #### What Are G2 Users Discussing About MongoDB Atlas? - [What is MongoDB used for?](https://www.g2.com/discussions/what-is-mongodb-used-for) - 3 comments, 1 upvote - [What is MongoDB Charts used for?](https://www.g2.com/discussions/what-is-mongodb-charts-used-for) - [What is MongoDB and its advantages?](https://www.g2.com/discussions/what-is-mongodb-and-its-advantages) - 1 comment - [What are the features of MongoDB?](https://www.g2.com/discussions/what-are-the-features-of-mongodb) - 1 comment - [Is MongoDB a software?](https://www.g2.com/discussions/is-mongodb-a-software) - 2 comments ### 11. [Visme](https://www.g2.com/products/visme/reviews) Visme is a comprehensive visual content creation platform designed to assist teams in developing, managing, and scaling on-brand materials efficiently. This platform integrates essential features such as design tools, brand governance, collaboration capabilities, and analytics, enabling organizations to communicate their messages consistently and confidently across various channels and touchpoints. Targeted primarily at businesses, marketing teams, educators, and content creators, Visme serves a diverse audience that requires a streamlined approach to visual communication. The platform is particularly beneficial for teams that need to produce a wide range of content types, including interactive presentations, infographics, brand documents, and data visualizations. By providing a centralized solution for these needs, Visme helps users save time and resources while maintaining brand integrity. One of the standout features of Visme is its all-in-one design interface, which allows users to create visually appealing content without needing extensive design skills. The platform offers a rich library of templates, graphics, and design elements that can be easily customized to align with an organization’s branding. This flexibility not only enhances creativity but also ensures that all produced materials adhere to brand guidelines, fostering a cohesive visual identity. Additionally, Visme’s collaboration tools enable teams to work together seamlessly, regardless of their location. Users can invite team members to collaborate in real-time, provide feedback, and make edits, which streamlines the content creation process. The platform also includes analytics features that allow users to track engagement and performance metrics, providing valuable insights into how their content is received by the audience. This data-driven approach helps organizations refine their strategies and improve future content. Visme stands out in the visual content creation landscape by offering a robust set of features that cater to the diverse needs of modern teams. Its focus on efficiency, collaboration, and brand governance makes it a valuable tool for organizations looking to enhance their visual communication efforts while saving time and resources. With Visme, users can confidently create and share impactful visual content that resonates with their target audience. **Average Rating:** 4.5/5.0 **Total Reviews:** 471 **How Do G2 Users Rate Visme?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **Dashboards:** 8.6/10 (Category avg: 9.0/10) - **Steps to Answer:** 7.8/10 (Category avg: 8.6/10) - **Formats:** 8.9/10 (Category avg: 8.6/10) **Who Is the Company Behind Visme?** - **Seller:** [Visme](https://www.g2.com/sellers/visme) - **Company Website:** https://www.visme.co - **Year Founded:** 2014 - **HQ Location:** Rockville, Maryland - **Twitter:** @VismeApp (63,790 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/9176693/ (83 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Education Management - **Company Size:** 69% Small-Business, 24% Mid-Market #### What Are Visme's Pros and Cons? **Pros:** - Ease of Use (41 reviews) - Templates (30 reviews) - Features (29 reviews) - Intuitive (27 reviews) - Template Availability (26 reviews) **Cons:** - Limited Features (11 reviews) - Missing Features (11 reviews) - Limited Editing (9 reviews) - Expensive (8 reviews) - Limited Options (7 reviews) ### What Do G2 Reviewers Say About Visme? *AI-generated summary from verified user reviews* **Pros:** - Users find Visme to be **incredibly user-friendly** , making design accessible for everyone, even non-designers. - Users love the **variety of templates** in Visme, making it easy for everyone to create stunning presentations. - Users value the **intuitive interface and extensive features** of Visme, making design accessible even for beginners. - Users find Visme's **intuitive interface** enables easy creation of impressive presentations, even for non-designers. - Users value the **variety of easy-to-use templates** in Visme, making design simple for everyone. **Cons:** - Users express frustration over **limited features** , including sharing restrictions and insufficient formatting options for projects. - Users are frustrated by **missing features** like collaborative editing, landscape support, and insufficient organization tools in Visme. - Users are frustrated with **limited editing options** in Visme, hindering collaboration and project management. - Users find Visme to be **expensive** , particularly freelancers seeking more affordable subscription options for its features. - Users note the **limited options** in features, hindering flexibility and creativity in their projects. #### What Are Recent G2 Reviews of Visme? **"[Amazing Templates and an Intuitive Design Interface](https://www.g2.com/survey_responses/visme-review-12259220)"** **Rating:** 4.5/5.0 stars *— Douglas S.* [Read full review](https://www.g2.com/survey_responses/visme-review-12259220) --- **"[Versatile Tool with Easy Setup and Branding Power](https://www.g2.com/survey_responses/visme-review-12431508)"** **Rating:** 5.0/5.0 stars *— Ünal I.* [Read full review](https://www.g2.com/survey_responses/visme-review-12431508) --- #### What Are G2 Users Discussing About Visme? - [What is Visme used for?](https://www.g2.com/discussions/visme-what-is-visme-used-for) - 2 comments - [How much does Visme cost?](https://www.g2.com/discussions/how-much-does-visme-cost) - [What are the main features of presentation software?](https://www.g2.com/discussions/what-are-the-main-features-of-presentation-software) - [Is Visme really free?](https://www.g2.com/discussions/is-visme-really-free) - 2 comments - [What is Visme used for?](https://www.g2.com/discussions/what-is-visme-used-for) - 1 comment ### 12. [Coefficient](https://www.g2.com/products/coefficient/reviews) Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficient Excel or Google Sheets extension and use it in a new or existing sheet in seconds. Once installed, Coefficient lives as a sidebar companion so your company data is only a couple of clicks away at any time. Any data source that you work with is available directly in your Coefficient sidebar – such as Salesforce, HubSpot, Snowflake, NetSuite, QuickBooks, MySQL, and Looker – with the ability to consolidate your data from multiple systems into one spreadsheet. Use Coefficient filters to easily customize your imports to only work with the data you need, keeping your spreadsheets performant. Quickly go back anytime to add more data in the same report. Never rebuild the same analysis twice by keeping your data up to date with scheduled updates. And, use Coefficient alerts to trigger Slack or email messages anytime your spreadsheet updates. Now, you can turn your spreadsheet into the most flexible, powerful monitoring system across all of your company data. Say “goodbye” to manual data workflows and “hello” to connected spreadsheets. **Average Rating:** 4.7/5.0 **Total Reviews:** 189 **How Do G2 Users Rate Coefficient?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) **Who Is the Company Behind Coefficient?** - **Seller:** [Coefficient](https://www.g2.com/sellers/coefficient) - **Company Website:** https://coefficient.io/ - **Year Founded:** 2020 - **HQ Location:** Palo Alto, CA - **Twitter:** @coefficient_io (346 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/coefficientworks/ (71 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 35% Small-Business #### What Are Coefficient's Pros and Cons? **Pros:** - Ease of Use (72 reviews) - Automation (42 reviews) - Integrations (42 reviews) - Time-saving (36 reviews) - Easy Integrations (31 reviews) **Cons:** - Limited Features (18 reviews) - Feature Limitations (17 reviews) - Limitations (13 reviews) - Missing Features (12 reviews) - Integration Issues (11 reviews) ### What Do G2 Reviewers Say About Coefficient? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Coefficient, highlighting its seamless integration and effortless data handling. - Users appreciate the **seamless automation** in Coefficient, highlighting its simplicity and efficiency across multiple platforms. - Users appreciate the **seamless integrations** of Coefficient, highlighting its simplicity and efficiency in implementation. - Users enjoy the **time-saving features** of Coefficient, allowing quick data imports and effortless refreshing with a click. - Users value the **easy integrations** with databases and Salesforce, significantly enhancing their data management efficiency. **Cons:** - Users find the **limited features** of Coefficient inadequate, especially regarding filtering and basic functionalities. - Users note the **feature limitations** of Coefficient, particularly with bulk updates and filter options. - Users note a **limitation on data processing** with Coefficient, affecting usability and notification of missing data. - Users find the **missing features** , such as bulk updates and connectors, limit Coefficient's functionality and integration. - Users face **integration issues** with Coefficient, noting limited customizability and slow data connection to Sheets. #### What Are Recent G2 Reviews of Coefficient? **"[Effortless Salesforce to Sheets Integration](https://www.g2.com/survey_responses/coefficient-review-12701723)"** **Rating:** 5.0/5.0 stars *— Ellen Dericks C.* [Read full review](https://www.g2.com/survey_responses/coefficient-review-12701723) --- **"[Effortless Scheduled Refreshes. Eliminates Manual Exports and Makes Revenue Data Actionable](https://www.g2.com/survey_responses/coefficient-review-12318636)"** **Rating:** 5.0/5.0 stars *— Jacob R.* [Read full review](https://www.g2.com/survey_responses/coefficient-review-12318636) --- ### 13. [Whatagraph](https://www.g2.com/products/whatagraph/reviews) Whatagraph is the marketing intelligence platform where reporting scales without scaling the team behind it. One governed data foundation powers every destination your team uses — client reports, dashboards, AI tools, BigQuery — so the same trustworthy numbers show up everywhere, without anyone in the middle. The agency stops adding a reporting hire for every ten new clients, because the data layer scales, not the headcount. The data team stops being a ticket queue between marketing and its own numbers, because marketing can self-serve from the same governed foundation the analyst uses. And every cross-channel decision — where to move spend, which campaign to scale, which one to stop — runs on numbers that mean the same thing on Monday as they do on Friday, whether the answer comes from a report, a dashboard, or an AI tool. One foundation. Every destination. No operational tax for growing on top of it. **Average Rating:** 4.5/5.0 **Total Reviews:** 264 **How Do G2 Users Rate Whatagraph?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.0/10) - **Dashboards:** 8.6/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.7/10 (Category avg: 8.6/10) - **Formats:** 8.9/10 (Category avg: 8.6/10) **Who Is the Company Behind Whatagraph?** - **Seller:** [Whatagraph](https://www.g2.com/sellers/whatagraph) - **Year Founded:** 2015 - **HQ Location:** Amesterdam, Netherlands - **Twitter:** @whatagraph (1,270 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/9447253/ (54 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Marketing Manager - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 77% Small-Business, 18% Mid-Market #### What Are Whatagraph's Pros and Cons? **Pros:** - Customer Support (8 reviews) - Automation (4 reviews) - Customizability (4 reviews) - Ease of Use (4 reviews) - Easy Integrations (4 reviews) **Cons:** - Expensive (3 reviews) - Slow Loading (2 reviews) - Compatibility Issues (1 reviews) - Connection Issues (1 reviews) - Editing Issues (1 reviews) ### What Do G2 Reviewers Say About Whatagraph? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **lightning-fast customer support** of Whatagraph, ensuring quick resolutions and effective communication. - Users value the **automation features** of Whatagraph, which significantly save time and enhance report presentation. - Users value the **customizability** of Whatagraph, enhancing report engagement and aligning with their unique branding needs. - Users appreciate the **ease of use** of Whatagraph, enhancing their reporting experience with customizable and efficient solutions. - Users value the **easy integrations** of Whatagraph, allowing seamless data blending for efficient reporting without hassle. **Cons:** - Users find Whatagraph to be **expensive** , making it difficult for solopreneurs to afford long-term usage. - Users find the **slow loading** issues frustrating, especially during critical presentations or tight deadlines. - Users find the **lack of integration with some platforms** to be a notable downside of Whatagraph. - Users face **connection issues** with Whatagraph, limiting access to personal media accounts for data analysis. - Users experience **editing issues** with glitches during simultaneous edits, complicating urgent reports and limiting functionality. #### What Are Recent G2 Reviews of Whatagraph? **"[Simplifies Marketing Data with Stylish and Intuitive Dashboards](https://www.g2.com/survey_responses/whatagraph-review-12569787)"** **Rating:** 4.5/5.0 stars *— Alyssa A.* [Read full review](https://www.g2.com/survey_responses/whatagraph-review-12569787) --- **"[Makes reporting actually enjoyable](https://www.g2.com/survey_responses/whatagraph-review-11069239)"** **Rating:** 4.5/5.0 stars *— Bruhith I.* [Read full review](https://www.g2.com/survey_responses/whatagraph-review-11069239) --- #### What Are G2 Users Discussing About Whatagraph? - [What is Whatagraph used for?](https://www.g2.com/discussions/what-is-whatagraph-used-for) ### 14. [Swydo](https://www.g2.com/products/swydo/reviews) Swydo’s easy-to-use reporting and monitoring platform retrieves data from multiple sources (Google Ads, Facebook, Google Analytics, and more (34+) ), helping marketers to create professional, customizable marketing reports or dashboards. The user-friendly tool allows digital marketers to generate (client or stakeholders) reports and dashboards combining external data sources in one report. Digital agencies, brands, and franchisors save time creating professional-looking reports while adding more value to analyzing data and gaining actionable insights to improve ROI. **Average Rating:** 4.6/5.0 **Total Reviews:** 111 **How Do G2 Users Rate Swydo?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Dashboards:** 9.7/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.0/10 (Category avg: 8.6/10) - **Formats:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Swydo?** - **Seller:** [Swydo](https://www.g2.com/sellers/swydo) - **Year Founded:** 2013 - **HQ Location:** Hilversum, NL - **Twitter:** @swydo (1,355 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/swydo/ (25 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Director, Digital Marketing Manager - **Top Industries:** Marketing and Advertising - **Company Size:** 83% Small-Business, 11% Mid-Market #### What Are Swydo's Pros and Cons? **Pros:** - Ease of Use (45 reviews) - Customer Support (30 reviews) - Helpful (26 reviews) - Time-saving (25 reviews) - Insights (23 reviews) **Cons:** - Missing Features (8 reviews) - Expensive (7 reviews) - Lack of Information (6 reviews) - Limited Customization (6 reviews) - Integration Issues (4 reviews) ### What Do G2 Reviewers Say About Swydo? *AI-generated summary from verified user reviews* **Pros:** - Users praise Swydo for its **ease of use** , enabling quick and beautiful report creation without hassle. - Users praise the **exceptional customer support** of Swydo, appreciating prompt responses and valuable one-on-one assistance. - Users find Swydo's **helpful customer support** to be responsive, proactive, and detail-oriented, enhancing their overall experience. - Users value the **time-saving** capabilities of Swydo, enabling quick setup and effortless report creation. - Users commend Swydo for its **time-saving report generation** and comprehensive data organization for effective client management. **Cons:** - Users find Swydo **lacking in complex reporting features** and missing various integrations, limiting its effectiveness. - Users find Swydo **too expensive** , especially when managing multiple data sources, impacting long-term cost-effectiveness. - Users find the **lack of information** on Swydo's functionalities challenging, suggesting better resources for understanding its features. - Users feel that **customization options are limited** , wishing for more flexibility in integrations and templates. - Users express concerns about **integration issues** , noting limited options and the need for workarounds with certain software. #### What Are Recent G2 Reviews of Swydo? **"[Effortless Dashboarding with Excellent Support](https://www.g2.com/survey_responses/swydo-review-10824478)"** **Rating:** 5.0/5.0 stars *— Martijn V.* [Read full review](https://www.g2.com/survey_responses/swydo-review-10824478) --- **"[Clean, Easy Reporting That Bridges Marketers and Clients](https://www.g2.com/survey_responses/swydo-review-12977799)"** **Rating:** 5.0/5.0 stars *— Jon M.* [Read full review](https://www.g2.com/survey_responses/swydo-review-12977799) --- #### What Are G2 Users Discussing About Swydo? - [How do you use Swydo?](https://www.g2.com/discussions/how-do-you-use-swydo) - [How much does Whatagraph cost?](https://www.g2.com/discussions/swydo-how-much-does-whatagraph-cost) - [Is Swydo free?](https://www.g2.com/discussions/is-swydo-free) - 1 comment - [What does Swydo do?](https://www.g2.com/discussions/what-does-swydo-do) ### 15. [Pigment](https://www.g2.com/products/pigment-2024-01-19/reviews) Pigment is an AI business planning and performance management platform. Built for the complexity of modern enterprises, Pigment combines dynamic modeling with autonomous AI agents and an intuitive UX, to help teams make intelligent decisions with speed and clarity. Across finance, sales, supply chain, and other business functions, teams at companies like Unilever, Snowflake, Siemens, and Anthropic use Pigment every day to anticipate change, plan ahead, and act with confidence. **Average Rating:** 4.6/5.0 **Total Reviews:** 106 **How Do G2 Users Rate Pigment?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.0/10) - **Dashboards:** 8.8/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.6/10 (Category avg: 8.6/10) - **Formats:** 7.5/10 (Category avg: 8.6/10) **Who Is the Company Behind Pigment?** - **Seller:** [Pigment](https://www.g2.com/sellers/pigment) - **Company Website:** https://www.pigment.com/ - **Year Founded:** 2019 - **HQ Location:** Paris, FR - **LinkedIn® Page:** https://www.linkedin.com/company/pigment/ (711 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** FP&A Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 74% Mid-Market, 19% Enterprise #### What Are Pigment's Pros and Cons? **Pros:** - Flexibility (9 reviews) - Features (8 reviews) - Customer Support (7 reviews) - Ease of Use (7 reviews) - Automation (6 reviews) **Cons:** - Data Inaccuracy (3 reviews) - Complexity (2 reviews) - Complex Setup (2 reviews) - Connectivity Issues (2 reviews) - Formula Limitations (2 reviews) ### What Do G2 Reviewers Say About Pigment? *AI-generated summary from verified user reviews* **Pros:** - Users admire the **flexibility** of Pigment, enabling seamless adaptations to changing business needs and data structures. - Users appreciate the **flexible and multidimensional features** of Pigment, enhancing real-time reporting and modeling capabilities. - Users value the **quick and responsive customer support** of Pigment, ensuring smooth resolution of issues and blockers. - Users enjoy the **ease of use** of Pigment, noting its clean interface and effective support for efficient collaboration. - Users appreciate the **automation capabilities** of Pigment, which streamline forecasting and enhance data integration efficiently. **Cons:** - Users experience **data inaccuracy** due to limited reporting fields and evolving features affecting reliability. - Users find **complex formulas** in Pigment challenging, often leading to slower calculations and setup difficulties. - Users find the **complex setup** of Pigment to be rigid and difficult, especially with formulas and API configurations. - Users often face **connectivity issues** with Pigment, especially when handling large data volumes, affecting performance. - Users find the **formula limitations** challenging, wishing for simpler setups and faster API management options. #### What Are Recent G2 Reviews of Pigment? **"[Power Pivot on Steroids—Intuitive, Modern Planning with Real-Time Collaboration](https://www.g2.com/survey_responses/pigment-review-12511185)"** **Rating:** 5.0/5.0 stars *— Maria M.* [Read full review](https://www.g2.com/survey_responses/pigment-review-12511185) --- **"[Easy-to-Use, Visually Clear Dashboards with Powerful Filtering](https://www.g2.com/survey_responses/pigment-review-12723711)"** **Rating:** 4.5/5.0 stars *— Gowtham R.* [Read full review](https://www.g2.com/survey_responses/pigment-review-12723711) --- ### 16. [Infogram](https://www.g2.com/products/infogram/reviews) Infogram is a data visualization company that helps people create infographics, reports, dashboards, maps, charts and social media assets. We show people how to communicate with data in a clear and engaging way. Launched in 2012, Infogram rapidly became the web’s favorite data visualization tool thanks to its simplicity, functionality and strong design aesthetic. We serve a wide range of customers including marketers, educators, journalists, consultants, and business professionals. We support people who see data as a powerful communication tool when visualized effectively. Infogram is used and loved by millions of people around the globe **Average Rating:** 4.7/5.0 **Total Reviews:** 178 **How Do G2 Users Rate Infogram?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) - **Dashboards:** 9.2/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.4/10 (Category avg: 8.6/10) - **Formats:** 9.3/10 (Category avg: 8.6/10) **Who Is the Company Behind Infogram?** - **Seller:** [Prezi](https://www.g2.com/sellers/prezi) - **Year Founded:** 2009 - **HQ Location:** Oakland, California - **Twitter:** @prezi (173,976 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/216295/ (235 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Education Management, Marketing and Advertising - **Company Size:** 51% Small-Business, 31% Mid-Market #### What Are Infogram's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - AI Integration (1 reviews) - Automation (1 reviews) - Charting (1 reviews) - Customer Satisfaction (1 reviews) **Cons:** - Poor Visualization (1 reviews) - Template Issues (1 reviews) ### What Do G2 Reviewers Say About Infogram? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Infogram, allowing for quick and effective data visualization tasks. - Users find the **AI integration** of Infogram invaluable, providing suggested charts that enhance their data visualization efforts. - Users value the **automation features** of Infogram, significantly improving efficiency in data management tasks and reporting. - Users praise the **easy visualization** and diverse graph types that make data presentation simple and effective. - Users appreciate the **fast and user-friendly experience** of Infogram, enhancing their efficiency and effectiveness in data management. **Cons:** - Users experience **poor visualization** with occasional glitches in graphs, despite the AI tool's potential. - Users desire more **free templates** in Infogram, as the current selection is quite limited. #### What Are Recent G2 Reviews of Infogram? **"[Infogram is my most used tool in my Data Manager position.](https://www.g2.com/survey_responses/infogram-review-11760517)"** **Rating:** 5.0/5.0 stars *— Becky G.* [Read full review](https://www.g2.com/survey_responses/infogram-review-11760517) --- **"[Easy and Versatile Data Visualization Tool](https://www.g2.com/survey_responses/infogram-review-11925783)"** **Rating:** 5.0/5.0 stars *— 홍주현(교원-미디어전공) .* [Read full review](https://www.g2.com/survey_responses/infogram-review-11925783) --- #### What Are G2 Users Discussing About Infogram? - [What is Infogram used for?](https://www.g2.com/discussions/what-is-infogram-used-for) ### 17. [Count](https://www.g2.com/products/count/reviews) Count is a modern data collaboration platform that helps data teams actually work together. It combines a data notebook with a real-time collaborative canvas for analysis and visualisation, so everyone can query, debug, and explore data in one place. Count replaces the mess of disconnected tools with a single workspace where analysts, engineers, and stakeholders can write SQL or Python, build visualisations, and share insights instantly. You can import and debug dbt models, see live results from connected CTEs, and export back to dbt Cloud, GitHub, or full SQL scripts. Used by over 500 data teams, including Accenture, Cleo AI, and Too Good To Go, Count helps teams move beyond static dashboards and focus on solving real business problems. It’s data collaboration that actually works. **Average Rating:** 4.8/5.0 **Total Reviews:** 102 **How Do G2 Users Rate Count?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10) - **Dashboards:** 9.4/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.6/10 (Category avg: 8.6/10) - **Formats:** 9.6/10 (Category avg: 8.6/10) **Who Is the Company Behind Count?** - **Seller:** [Count Technologies](https://www.g2.com/sellers/count-technologies) - **Company Website:** https://count.co/ - **Year Founded:** 2016 - **HQ Location:** London, United Kingdom - **Twitter:** @counthq (2,104 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/counthq/ (26 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Analyst, Analytics Engineer - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 79% Mid-Market, 10% Enterprise #### What Are Count's Pros and Cons? **Pros:** - Team Collaboration (34 reviews) - Ease of Use (28 reviews) - Customer Support (20 reviews) - Flexibility (20 reviews) - Data Visualization (19 reviews) **Cons:** - Learning Curve (18 reviews) - Slow Performance (9 reviews) - Limited Customization (7 reviews) - Missing Features (7 reviews) - Layout Issues (5 reviews) ### What Do G2 Reviewers Say About Count? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **collaborative aspect** of Count, which enhances teamwork and transparency in analytical processes. - Users find the **ease of use** of Count enhances their data investigations and daily team collaboration significantly. - Users appreciate the **responsive and helpful customer support** from Count, enhancing their experience and fostering easy adoption. - Users value the **flexibility** of Count, enabling quick insights and effective data investigations for their teams. - Users value the **easy-to-understand data visualizations** and seamless access to underlying data for insightful analysis. **Cons:** - Users find the **steep learning curve** of Count challenging, particularly without prior experience in similar tools. - Users have experienced **slow performance** at times, particularly with larger datasets and limited system resources. - Users find the **limited customization options** in Count restrict their ability to tailor the experience to specific needs. - Users note the **absence of basic visuals** and customization options in Count, impacting overall data analysis experience. - Users experience **layout issues** that lead to clutter and navigation difficulties, impacting overall usability and collaboration. #### What Are Recent G2 Reviews of Count? **"[Flexible, User-Friendly Collaboration for SQL & Python Analysis with Solid LLM Integration](https://www.g2.com/survey_responses/count-review-12870160)"** **Rating:** 4.5/5.0 stars *— Timothy L.* [Read full review](https://www.g2.com/survey_responses/count-review-12870160) --- **"[All-in-One Analytics Powerhouse with Outstanding Support](https://www.g2.com/survey_responses/count-review-12119061)"** **Rating:** 5.0/5.0 stars *— Julian Martin D.* [Read full review](https://www.g2.com/survey_responses/count-review-12119061) --- ### 18. [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:** 985 **How Do G2 Users Rate Sisense?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.0/10) - **Dashboards:** 7.9/10 (Category avg: 9.0/10) - **Steps to Answer:** 6.7/10 (Category avg: 8.6/10) - **Formats:** 7.6/10 (Category avg: 8.6/10) **Who Is the Company Behind Sisense?** - **Seller:** [Sisense, Inc.](https://www.g2.com/sellers/sisense-inc) - **Company Website:** https://www.sisense.com - **Year Founded:** 2004 - **HQ Location:** New York - **Twitter:** @Sisense (6,543 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/148828/ (536 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% Mid-Market, 24% Small-Business #### What Are Sisense's Pros and Cons? **Pros:** - Ease of Use (81 reviews) - Data Visualization (50 reviews) - Integrations (45 reviews) - Customer Support (40 reviews) - Dashboard Customization (38 reviews) **Cons:** - Learning Curve (37 reviews) - Missing Features (27 reviews) - Bugs (21 reviews) - Dashboard Issues (20 reviews) - Limited Customization (18 reviews) ### What Do G2 Reviewers Say About Sisense? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Sisense, finding it simple to integrate and visualize complex data effectively. - Users appreciate Sisense's **easy dashboard and widget creation** , enabling deeper insights and enhanced data visualization. - Users love the **seamless integrations** of Sisense, connecting various platforms for easy data management and actionable insights. - Users praise the **amazing customer support** of Sisense, highlighting the team's reactivity and effective assistance. - Users value the **extensive dashboard customization** in Sisense, enhancing data visualization and user experience significantly. **Cons:** - Users struggle with a **steep learning curve** in implementing and effectively using Sisense, especially without technical expertise. - Users experience **missing features** in Sisense, hindering their ability to create advanced visualizations and streamline workflows. - Users encounter **bugs and support issues** with Sisense, impacting reliability and overall user experience. - Users face **dashboard issues** including tedious setup, technical intimidation, and slow refresh times, impacting overall user experience. - Users find **dashboard customization limited** , needing more guidance and flexibility for a better user experience. #### What Are Recent G2 Reviews of Sisense? **"[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) --- **"[Sisense is a great tool competent data analysis](https://www.g2.com/survey_responses/sisense-review-12898246)"** **Rating:** 4.0/5.0 stars *— Verified User in Automotive* [Read full review](https://www.g2.com/survey_responses/sisense-review-12898246) --- #### 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 ### 19. [Datamatics TruBI](https://www.g2.com/products/datamatics-trubi/reviews) TruBI is an enterprise-ready business intelligence platform that provides a modern & responsive user interface. It supports self-service analysis, 360 degree view of a single-version-of-truth, and provides an intuitive & interactive experience in a secure and scalable environment. **Average Rating:** 4.4/5.0 **Total Reviews:** 22 **How Do G2 Users Rate Datamatics TruBI?** - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10) - **Dashboards:** 8.8/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.6/10 (Category avg: 8.6/10) - **Formats:** 8.6/10 (Category avg: 8.6/10) **Who Is the Company Behind Datamatics TruBI?** - **Seller:** [Datamatics](https://www.g2.com/sellers/datamatics) - **Year Founded:** 1975 - **HQ Location:** Edison, New Jersey - **Twitter:** @Datamatics (1,438 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/163359/ (8,186 employees on LinkedIn®) - **Ownership:** BOM:532528 **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 50% Mid-Market, 36% Small-Business #### What Are Recent G2 Reviews of Datamatics TruBI? **"[Unleashing Data Insights with Simplicity and it's business advantages](https://www.g2.com/survey_responses/datamatics-trubi-review-9108808)"** **Rating:** 5.0/5.0 stars *— Saurav k.* [Read full review](https://www.g2.com/survey_responses/datamatics-trubi-review-9108808) --- **"[Transformative Insights with Datamatics TruBI](https://www.g2.com/survey_responses/datamatics-trubi-review-9106041)"** **Rating:** 5.0/5.0 stars *— Shubhangi B.* [Read full review](https://www.g2.com/survey_responses/datamatics-trubi-review-9106041) --- ### 20. [Omni Analytics](https://www.g2.com/products/omni-analytics-inc-omni-analytics/reviews) Omni is a business intelligence and embedded analytics platform that empowers everyone—regardless of technical ability—to easily analyze data using SQL, spreadsheets, AI, or point-and-click interfaces. It is built on a semantic layer that ensures every insight is accurate and dependable. Beyond powering internal analytics, Omni makes it easy for businesses to offer highly customizable in-product analytics to their customers. We build our product fast and in the open, with new features releasing every week. You can follow along by watching our public engineering demos at: omni.co/demos To learn more about how companies like BuzzFeed use Omni, check out: omni.co/customer-case-studies **Average Rating:** 4.8/5.0 **Total Reviews:** 65 **How Do G2 Users Rate Omni Analytics?** - **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.0/10) - **Dashboards:** 9.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.9/10 (Category avg: 8.6/10) - **Formats:** 8.8/10 (Category avg: 8.6/10) **Who Is the Company Behind Omni Analytics?** - **Seller:** [Omni Analytics, Inc](https://www.g2.com/sellers/omni-analytics-inc) - **Company Website:** https://omni.co/ - **Year Founded:** 2022 - **HQ Location:** San Francisco, CA - **Twitter:** @omni (4,282 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/exploreomni/ (805 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 42% Mid-Market, 42% Small-Business #### What Are Omni Analytics's Pros and Cons? **Pros:** - Ease of Use (14 reviews) - Customer Support (10 reviews) - Easy Integrations (8 reviews) - Innovation (8 reviews) - Data Visualization (7 reviews) **Cons:** - Missing Features (8 reviews) - Learning Curve (5 reviews) - Limited Features (4 reviews) - Complex Data Modeling (3 reviews) - Difficult Setup (3 reviews) ### What Do G2 Reviewers Say About Omni Analytics? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Omni Analytics, simplifying data access and empowering powerful visualizations effortlessly. - Users commend the **helpful customer support** of Omni Analytics, enhancing their overall experience with the product. - Users appreciate the **easy integrations** of Omni Analytics, enabling seamless connectivity with modern databases for smooth transitions. - Users commend Omni Analytics for its **flexibility and versatility** , enhancing data interaction and providing smooth user experiences. - Users commend the **intuitive data visualizations** of Omni Analytics, enhancing dashboard creation and user interaction effortlessly. **Cons:** - Users find the **missing features** in Omni Analytics, particularly in topic setup and scheduling, frustrating and limiting. - Users find that **the learning curve** for Omni Analytics, particularly with topic setup, can be quite challenging. - Users note that Omni Analytics has **limited features** compared to established tools, but see potential for growth. - Users report **complex data modeling challenges** due to hidden features and occasional instability in dashboards. - Users find the **difficult setup** for topics and visualisations complicates their initial experience with Omni Analytics. #### What Are Recent G2 Reviews of Omni Analytics? **"[Omni Packs Essential Features with an Intuitive UI and Standout AI Charts](https://www.g2.com/survey_responses/omni-analytics-review-12583000)"** **Rating:** 4.5/5.0 stars *— Rohit S.* [Read full review](https://www.g2.com/survey_responses/omni-analytics-review-12583000) --- **"[Easy, Actionable Insights That Deepen Our Understanding of Company Performance](https://www.g2.com/survey_responses/omni-analytics-review-12607647)"** **Rating:** 5.0/5.0 stars *— Daryl W.* [Read full review](https://www.g2.com/survey_responses/omni-analytics-review-12607647) --- ### 21. [dataPARC](https://www.g2.com/products/dataparc/reviews) dataPARC is a self-service industrial data visualization & analytics toolkit designed for process manufacturers seeking to improve quality, increase yield, & optimize their operations. Collect, connect, & analyze IoT data from across the plant with dataPARC’s process data analytics & visualization platform. Solve challenging process & product quality issues with simple, yet powerful trending & diagnostic analytics tools. Build sophisticated dashboards and displays to monitor processes & share production KPIs across your enterprise. Leverage artificial intelligence (AI) and machine learning to drive continuous improvement & increase margins via predictive modelling. **Average Rating:** 4.9/5.0 **Total Reviews:** 39 **How Do G2 Users Rate dataPARC?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Dashboards:** 9.3/10 (Category avg: 9.0/10) - **Steps to Answer:** 9.1/10 (Category avg: 8.6/10) - **Formats:** 8.6/10 (Category avg: 8.6/10) **Who Is the Company Behind dataPARC?** - **Seller:** [dataPARC](https://www.g2.com/sellers/dataparc) - **Year Founded:** 1997 - **HQ Location:** Washougal, US - **Twitter:** @dataPARCsolutio (26 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dataparc-solutions/ (113 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Paper & Forest Products - **Company Size:** 62% Mid-Market, 31% Enterprise #### What Are dataPARC's Pros and Cons? **Pros:** - Customizability (2 reviews) - Data Analysis (2 reviews) - Data Visualization (2 reviews) - Ease of Use (2 reviews) - Features (2 reviews) **Cons:** - Complex Usability (1 reviews) - Data Management Issues (1 reviews) - Difficult Learning (1 reviews) - Learning Curve (1 reviews) - Required Expertise (1 reviews) ### What Do G2 Reviewers Say About dataPARC? *AI-generated summary from verified user reviews* **Pros:** - Users value the **customizability** of dataPARC, enabling personalized displays and extensive functionality for all experience levels. - Users value the **speed and expansive capabilities** of DataParc, making data analysis highly efficient and effective. - Users value the **powerful data visualization** features of dataPARC, enhancing their experience with comprehensive and user-friendly insights. - Users find dataPARC to be **extremely user-friendly** , thanks to its intuitive layout and minimal training requirements. - Users value the **personalization and depth of dataPARC** , making it accessible for novices and powerful for experts. **Cons:** - Users find the **complex usability** of dataPARC challenging, particularly due to the lack of clear VB language guidance. - Users point out the **lack of detailed documentation** for DataParc, making it challenging for those unfamiliar with VB. - Users find the **difficult learning** curve challenging due to the lack of detailed examples and resources for VB commands. - Users find the **learning curve steep** due to a lack of examples and in-depth VB language explanations. - Users note the lack of **required expertise** in VB, making it challenging for beginners to effectively use dataPARC. #### What Are Recent G2 Reviews of dataPARC? **"[Great Tool for Technical and Non-Technical Users alike](https://www.g2.com/survey_responses/dataparc-review-11487365)"** **Rating:** 4.5/5.0 stars *— Verified User in Paper & Forest Products* [Read full review](https://www.g2.com/survey_responses/dataparc-review-11487365) --- **"[Ease of Use and Quick Response, But the Manual Could Improve](https://www.g2.com/survey_responses/dataparc-review-11960468)"** **Rating:** 5.0/5.0 stars *— Unidades K G.* [Read full review](https://www.g2.com/survey_responses/dataparc-review-11960468) --- #### What Are G2 Users Discussing About dataPARC? - [What is dataPARC used for?](https://www.g2.com/discussions/what-is-dataparc-used-for) - 1 comment ### 22. [Prodoscore](https://www.g2.com/products/prodoscore/reviews) Prodoscore™ is a workforce intelligence platform that gives organizations accurate, objective visibility into employee productivity and team performance. By analyzing daily activity data across the business applications employees already use, Prodoscore generates a single, comprehensive productivity score that reflects real work output rather than time spent online. The result is a dataset that helps leaders coach more effectively, allocate resources with confidence, and build a culture grounded in visibility and trust. Prodoscore is designed for businesses of all sizes, with particular value for HR leaders, operations executives, and front-line managers who need to understand workforce performance across distributed or hybrid teams. The platform is especially relevant for organizations that rely on remote workforce management and need reliable productivity analytics to inform staffing, performance reviews, and workforce planning. A core component of the Prodoscore platform is its integration ecosystem. Prodoscore connects with Google Workspace, Microsoft 365, CRM systems, UCaaS platforms, and other cloud-based business tools through secure, API-based data collection. For organizations with employees who work primarily on desktop applications or in offline environments, Desktop Connect extends that same productivity visibility to non-cloud workflows, capturing activity data from locally installed software and ensuring no part of the workforce is left out of the picture. This makes Prodoscore one of the few workforce analytics solutions capable of delivering complete coverage across both cloud and desktop environments. ProdoAI Chat adds a conversational intelligence layer to the platform, enabling managers and HR leaders to query workforce data in natural language. Rather than running manual reports or waiting on analyst support, leaders can ask direct questions about team performance, productivity trends, or individual coaching opportunities and receive immediate, AI-generated insights drawn from real-time data. This combination of automated scoring and conversational AI analytics positions Prodoscore as a forward-looking solution for organizations investing in AI-powered HR technology. Setup takes less than 15 minutes and requires no changes to how employees work. The platform is designed to be transparent and unobtrusive, with deployment that does not impact end users. Organizations can begin seeing meaningful workforce intelligence almost immediately after installation, making Prodoscore a practical option for businesses that want fast time-to-value without a complex implementation process. Prodoscore provides a measurable, employee-centric approach to workforce performance that prioritizes coaching over surveillance and clarity over assumption. For organizations looking to get more from their people analytics investment, it delivers the visibility, data integrity, and AI-driven insight needed to make better workforce decisions every day. **Average Rating:** 4.6/5.0 **Total Reviews:** 67 **How Do G2 Users Rate Prodoscore?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Dashboards:** 9.1/10 (Category avg: 9.0/10) - **Steps to Answer:** 8.1/10 (Category avg: 8.6/10) - **Formats:** 6.9/10 (Category avg: 8.6/10) **Who Is the Company Behind Prodoscore?** - **Seller:** [Prodoscore](https://www.g2.com/sellers/prodoscore) - **Company Website:** https://www.prodoscore.com - **Year Founded:** 2018 - **HQ Location:** Los Angeles, CA - **Twitter:** @Prodoscore (304 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10681050/ (32 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Telecommunications, Computer Software - **Company Size:** 47% Mid-Market, 32% Small-Business #### What Are Prodoscore's Pros and Cons? **Pros:** - Ease of Use (20 reviews) - Helpful (18 reviews) - Insights (18 reviews) - Useful (15 reviews) - Productivity Improvement (14 reviews) **Cons:** - Missing Features (11 reviews) - Insufficient Data (6 reviews) - Lacking Features (5 reviews) - Difficult Navigation (4 reviews) - Limited Features (4 reviews) ### What Do G2 Reviewers Say About Prodoscore? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly dashboard** of Prodoscore, which simplifies navigation and offers valuable insights into productivity. - Users find Prodoscore's **user-friendly dashboard** invaluable for insights into employee productivity and performance comparisons. - Users appreciate the **user-friendly dashboard** of Prodoscore, enhancing navigation and insights into employee productivity effectively. - Users appreciate the **user-friendly dashboard** of Prodoscore, allowing easy navigation and valuable insights into employee productivity. - Users value the **insightful productivity improvement** from Prodoscore, enabling proactive management and optimization of remote team workflows. **Cons:** - Users find the **missing interactivity and detailed insights** in Prodoscore limiting for effective data analysis. - Users express concerns about **insufficient data** from Prodoscore, highlighting the need for more comprehensive monitoring and filtering options. - Users highlight the **lack of features** in Prodoscore, noting difficulties with usability and integration with other systems. - Users find **difficult navigation** in Prodoscore hinders usability, complicating tasks and diminishing productivity insights. - Users note the **limited features** of Prodoscore, missing detailed insights into individual website usage for better analysis. #### What Are Recent G2 Reviews of Prodoscore? **"[Easy to Use with Powerful Insights and Reporting](https://www.g2.com/survey_responses/prodoscore-review-12971622)"** **Rating:** 5.0/5.0 stars *— Kelly S.* [Read full review](https://www.g2.com/survey_responses/prodoscore-review-12971622) --- **"[Insightful, Privacy-Respecting Employee Work Patterns with Prodoscore](https://www.g2.com/survey_responses/prodoscore-review-12322453)"** **Rating:** 4.0/5.0 stars *— Verified User in Telecommunications* [Read full review](https://www.g2.com/survey_responses/prodoscore-review-12322453) --- #### What Are G2 Users Discussing About Prodoscore? - [What is Prodoscore used for?](https://www.g2.com/discussions/what-is-prodoscore-used-for) - 1 comment ### 23. [OriginPro](https://www.g2.com/products/originpro/reviews) Origin is a user-friendly and easy-to-learn software application that provides data analysis and publication-quality graphing capabilities tailored to the needs of scientists and engineers. OriginPro offers extended analysis tools for Peak Fitting, Surface Fitting, Statistics, Signal Processing and Image Handling. Along with general statistical tools such as descriptive statistics, T-tests, ANOVA, and survival analysis, OriginPro also offers advanced Time Series analysis and Quality Improvement tools including DOE, SPC, and MSA. Users can customize operations such as importing, graphing and analysis, all from the GUI. Graphs, analysis results and reports update automatically when data or parameters change. This allows for batch analysis of multiple files or data sets without the need for programming. **Average Rating:** 4.7/5.0 **Total Reviews:** 138 **How Do G2 Users Rate OriginPro?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.0/10) - **Dashboards:** 7.7/10 (Category avg: 9.0/10) - **Steps to Answer:** 6.7/10 (Category avg: 8.6/10) - **Formats:** 8.7/10 (Category avg: 8.6/10) **Who Is the Company Behind OriginPro?** - **Seller:** [OriginLab Corp.](https://www.g2.com/sellers/originlab-corp) - **Company Website:** https://www.originlab.com - **Year Founded:** 1992 - **HQ Location:** Northampton, MA - **Twitter:** @OriginLab (2,428 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/205815/ (34 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Research Scientist - **Top Industries:** Research, Higher Education - **Company Size:** 46% Enterprise, 34% Small-Business #### What Are OriginPro's Pros and Cons? **Pros:** - Analysis (10 reviews) - Data Analysis (10 reviews) - Ease of Use (10 reviews) - Visualization (10 reviews) - Graphical Visualization (9 reviews) **Cons:** - Learning Curve (5 reviews) - Not User-Friendly (4 reviews) - Complexity (3 reviews) - Expensive (3 reviews) - Limited Flexibility (3 reviews) ### What Do G2 Reviewers Say About OriginPro? *AI-generated summary from verified user reviews* **Pros:** - Users praise OriginPro for its **advanced statistical tools and customization options** , making it ideal for research and analysis. - Users appreciate the **advanced data analysis capabilities** of OriginPro, enhancing efficiency and reliability in their results. - Users find OriginPro to be **incredibly easy to use** , enhancing efficiency in data analysis and presentation tasks. - Users value the **advanced visualization tools** of OriginPro for creating clean, customizable graphs for publications. - Users love the **graphical visualization** capabilities of OriginPro, enabling stunning, customizable plots for effective presentations. **Cons:** - Users find that there's a **learning curve** with OriginPro, making initial use and formatting challenging. - Users find the **interface not user-friendly** , making basic tasks like column manipulation quite challenging. - Users find the **complexity** of column manipulation in OriginPro to be non-intuitive, causing some frustration during usage. - Users find the **subscription expensive** and mention high maintenance costs for the premium OriginPro software. - Users find **limited flexibility** in graphing and formula features, impacting their overall experience with OriginPro. #### What Are Recent G2 Reviews of OriginPro? **"[Reliable and flexible way of making plots and statistical analysis](https://www.g2.com/survey_responses/originpro-review-11593947)"** **Rating:** 5.0/5.0 stars *— Marco D.* [Read full review](https://www.g2.com/survey_responses/originpro-review-11593947) --- **"[OriginPro tool for batch processing and equation solver](https://www.g2.com/survey_responses/originpro-review-12202999)"** **Rating:** 5.0/5.0 stars *— Jose V.* [Read full review](https://www.g2.com/survey_responses/originpro-review-12202999) --- #### What Are G2 Users Discussing About OriginPro? - [What is your experience with OriginPro for data analysis, and what improvements could be made?](https://www.g2.com/discussions/what-is-your-experience-with-originpro-for-data-analysis-and-what-improvements-could-be-made) - 1 comment, 1 upvote - [What is OriginPro used for?](https://www.g2.com/discussions/what-is-originpro-used-for) - 1 comment - [How do you plot graphs on Origin software?](https://www.g2.com/discussions/how-do-you-plot-graphs-on-origin-software) - [Is OriginLab free?](https://www.g2.com/discussions/is-originlab-free) - [How do you analyze data from Origin?](https://www.g2.com/discussions/how-do-you-analyze-data-from-origin) - 1 comment ### 24. [ILUM](https://www.g2.com/products/ilum-ilum/reviews) Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineers, data engineers, data scientists, and analysts. It belongs to the Data Platform, Data Lakehouse, and Data Engineering software categories and supports flexible deployment across cloud, on-premise, and hybrid environments. Ilum enables technical teams to build, operate, and scale modern data infrastructure using open standards. It integrates tools for batch processing, stream processing, notebook-based exploration, workflow orchestration, and business intelligence, All In a Single Platform. Ilum supports modern open table formats like Delta Lake, Apache Iceberg, Apache Hudi, and Apache Paimon. It also offers native integration with Apache Spark and Trino for compute, with Apache Flink support currently in development. Key features include: - SQL Editor: Query Delta, Iceberg, Hudi, or Spark SQL with autocomplete, result previews, and metadata inspection. - Data Lineage & Catalog: Visualize data flow using OpenLineage and explore datasets through a searchable Data Catalog. - Notebook Integration: Use built-in Jupyter notebooks pre-wired to Spark, metadata, and your data environment for exploration or modeling. - Spark Job Management: Submit, monitor, and debug Spark jobs with integrated logs, metrics, scheduling, and a built-in Spark History Server. - Trino Support: Run federated queries across multiple data sources using Trino directly from within Ilum. - Declarative Pipelines: Define repeatable ETL and analytics pipelines, with dependency tracking and recovery logic. - Automatic ERD Diagrams: Instantly generate ER diagrams from schemas to aid in data understanding and onboarding. - ML Experimentation & Tracking: Includes MLflow for managing experiments, tracking parameters, metrics, and artifacts, fully integrated with notebooks and data pipelines to streamline model development workflows. - AI Integration & Deployment: Supports both classical ML and modern AI use cases, including GenAI workflows, vector search, and embedding-based applications. Models can be registered, versioned, and deployed for inference within declarative pipelines. - Built-in AI Agent Interface: Ilum integrates, providing a GPT-style interface to interact with your data, trigger pipelines, generate SQL, or explore metadata using natural language, bringing GenAI capabilities directly into your data platform. - BI Dashboards: Native support for Apache Superset, with JDBC integration for Tableau, Power BI, and other BI tools. Additional highlights: - Multi-Cluster Management: Connect multiple Spark or Kubernetes clusters to scale and isolate workloads. - Fine-Grained Access Control: LDAP, OAuth2, and Hydra integration for secure, role-based access. - Hybrid Ready: Designed to replace Databricks or Cloudera in environments where cloud adoption is partial, regulated, or not possible. **Average Rating:** 4.9/5.0 **Total Reviews:** 23 **How Do G2 Users Rate ILUM?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Dashboards:** 10.0/10 (Category avg: 9.0/10) - **Steps to Answer:** 10.0/10 (Category avg: 8.6/10) - **Formats:** 10.0/10 (Category avg: 8.6/10) **Who Is the Company Behind ILUM?** - **Seller:** [Ilum](https://www.g2.com/sellers/ilum) - **Company Website:** https://ilum.cloud/ - **Year Founded:** 2019 - **HQ Location:** Santa Fe, US - **Twitter:** @IlumCloud (19 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ilum-cloud/ (4 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Telecommunications - **Company Size:** 52% Enterprise, 35% Mid-Market #### What Are ILUM's Pros and Cons? **Pros:** - Ease of Use (17 reviews) - Features (17 reviews) - Integrations (17 reviews) - Setup Ease (16 reviews) - Easy Integrations (15 reviews) **Cons:** - Complex Setup (9 reviews) - Difficult Setup (9 reviews) - Learning Curve (9 reviews) - UX Improvement (8 reviews) - Complexity (7 reviews) ### What Do G2 Reviewers Say About ILUM? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of ILUM, appreciating its smooth integration and intuitive UI for seamless workflows. - Users appreciate the **seamless integration** of ILUM, simplifying Spark management and enhancing data organization and analytics. - Users value the **s seamless integration** of ILUM with existing systems, greatly enhancing data management and analytics workflows. - Users find ILUM's **seamless and fast setup** process impressive, enabling quick deployment and integration without hassle. - Users commend ILUM for its **seamless integrations** that effortlessly fit into existing tech stacks and workflows. **Cons:** - Users find the **complex setup** for advanced configurations can be challenging, though daily usage becomes intuitive thereafter. - Users find the **difficult setup** of ILUM challenging, particularly with advanced configurations and Kubernetes tuning. - Users find the **learning curve steep** initially, but support helps ease the process for effective use. - Users find the **UI sometimes unpolished and minimalistic** , making it less intuitive, especially for new users. - Users find ILUM's **complexity in advanced configurations** can be challenging, requiring additional time and resources for setup. #### What Are Recent G2 Reviews of ILUM? **"[From Hadoop to K8s with lower TCO](https://www.g2.com/survey_responses/ilum-review-11862422)"** **Rating:** 5.0/5.0 stars *— Mark D.* [Read full review](https://www.g2.com/survey_responses/ilum-review-11862422) --- **"[Seamless Integration and Unified Features for Advanced Users](https://www.g2.com/survey_responses/ilum-review-11904273)"** **Rating:** 5.0/5.0 stars *— Jan L.* [Read full review](https://www.g2.com/survey_responses/ilum-review-11904273) --- ### 25. [Visier](https://www.g2.com/products/visier/reviews) Visier gives organizations a Workforce AI Edge: a set of AI-powered capabilities that help leaders understand the relationship between people and work, elevate employee productivity, and win by adapting to change faster. The company is the global leader in AI-powered people analytics, workforce planning, and compensation allocation. All Visier technology is underpinned by its Real-time People Data Platform, which uses AI to unlock the business-transforming potential of people data, work data, and the fusion of both. Founded in 2010 by the pioneers of business intelligence, Visier has over 60,000 customers in 75 countries—including enterprises like BASF, Panasonic, Experian, Amgen, eBay, Ford Motor Company, and more. To learn more about Visier, visit www.visier.com. **Average Rating:** 4.6/5.0 **Total Reviews:** 219 **How Do G2 Users Rate Visier?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.0/10) - **Dashboards:** 8.6/10 (Category avg: 9.0/10) - **Steps to Answer:** 7.9/10 (Category avg: 8.6/10) - **Formats:** 8.2/10 (Category avg: 8.6/10) **Who Is the Company Behind Visier?** - **Seller:** [Visier](https://www.g2.com/sellers/visier-8c589666-edc0-409b-b9fb-0df31e55c335) - **Year Founded:** 2010 - **HQ Location:** Vancouver, British Columbia - **Twitter:** @visier (6,164 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/visier-analytics/ (555 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Hospital & Health Care, Information Technology and Services - **Company Size:** 82% Enterprise, 17% Mid-Market #### What Are Visier's Pros and Cons? **Pros:** - Ease of Use (25 reviews) - Data Analysis (22 reviews) - Insights (19 reviews) - Data Visualization (18 reviews) - Time-saving (18 reviews) **Cons:** - Learning Difficulty (12 reviews) - Expensive (11 reviews) - Learning Curve (8 reviews) - Complexity (7 reviews) - Limited Customization (7 reviews) ### What Do G2 Reviewers Say About Visier? *AI-generated summary from verified user reviews* **Pros:** - Users praise Visier for its **ease of use** , highlighting the supportive team and self-service platform functionalities. - Users praise Visier's **data analysis capabilities** for providing valuable insights and connecting disparate datasets seamlessly. - Users value the **rapid insights generation** from Visier, making data-driven decisions quick and effective. - Users appreciate the **powerful data visualization capabilities** of Visier, enabling quick insights and streamlined analysis. - Users appreciate the **time-saving benefits** of Visier, enabling quick insights with easy data ingestion and user-friendly design. **Cons:** - Users find **learning difficulty** due to complex backend and the need for help with data model adjustments. - Users find Visier to be **expensive** , hindering full adoption and limiting access to desired data features. - Users find the **steep learning curve** challenging, especially those new to data analytics tools and customization options. - Users find the **complexity of customization** in Visier challenging, especially for those transitioning from more flexible tools. - Users find **limited customization** options in Visier, making it challenging to adapt graphs and layouts as desired. #### What Are Recent G2 Reviews of Visier? **"[Great Analytics tool!](https://www.g2.com/survey_responses/visier-review-11724107)"** **Rating:** 4.0/5.0 stars *— Verified User in Food & Beverages* [Read full review](https://www.g2.com/survey_responses/visier-review-11724107) --- **"[Great tool to support people analytics functions](https://www.g2.com/survey_responses/visier-review-11716065)"** **Rating:** 4.5/5.0 stars *— Verified User in Hospital & Health Care* [Read full review](https://www.g2.com/survey_responses/visier-review-11716065) --- #### What Are G2 Users Discussing About Visier? - [Is Visier cloud based?](https://www.g2.com/discussions/is-visier-cloud-based) - 1 comment - [What is visier service portal?](https://www.g2.com/discussions/what-is-visier-service-portal) - [Is visier a good company?](https://www.g2.com/discussions/is-visier-a-good-company) - [What is visier used for?](https://www.g2.com/discussions/what-is-visier-used-for) ## What Is Data Visualization Tools? [Business Intelligence Software](https://www.g2.com/categories/business-intelligence) ## What Software Categories Are Similar to Data Visualization Tools? - [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) - [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence) - [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics) --- ## How Do You Choose the Right Data Visualization Tools? ### What You Should Know About Data Visualization Tools ### What are Data Visualization Tools? Data visualization tools are basic analytics platforms for business users to easily consume and interpret data, KPIs, and other critical metrics using dashboards. These dashboards can pull data from a number of sources, including databases and spreadsheets and other applications, such as [CRM](https://www.g2.com/categories/crm) systems and [digital analytics](https://www.g2.com/categories/digital-analytics) tools. Users can build a variety of visuals based on the data sets to easily track and measure important metrics. Such chart types include column charts, bar charts, pie charts, line graphs, tables, general tracking meters, maps for geographical data, and even just raw numbers. Data visualization software is the most simplistic in the business intelligence category of software. They are built to display data in one central location instead of forcing employees to dig through different solutions to find important metrics. Business intelligence platforms, self-service business intelligence software, and embedded business intelligence software all contain more in-depth analytics features, such as drill-downs, and are most often used by analysts or data scientists. But for companies interested in displaying visual analytics dashboards, data visualization tools are the proper applications. Setting up and implementing data visualization tools are relatively straightforward compared to implementing other business intelligence tools. It may require a bit of development knowledge to connect the product to a database or third-party application. However, if a non-developer is interested in building a visualization using a spreadsheet, implementation is basic. Key Benefits of Data Visualization Tools - Turn complex data into easily understandable graphics - Track and visualize live and static metrics - Monitor Key Performance Indicators (KPIs) - Visualize and compare related metrics - Provide various options to communicate complex information ### Why Use Data Visualization Tools? The main reason for using data visualization is to track real-time data, metrics, goals, and KPIs. Businesses frequently set high goals, so tracking each metric as teams and companies progress is essential. By displaying data visualizations of each KPI, businesses can reinforce the importance of these goals and even help prioritize work based on which metrics need the most attention. General business metrics may include web traffic, revenue, and customer acquisition, among others. With data visualization products, it is easy to pull those business metrics from data sources such as digital analytics and CRMs, so that employees do not need to find them on their own. Outside of this initial benefit of using data visualization software, another advantage is that data visualization tools help users easily understand critical business data. By using data visualization solutions, employees and businesses can easily interpret data. It makes the purpose of the information very evident to all users. If employees understand the business data, they can align around long-term goals and improve overall company growth. Critical business data differs among every company and industry, so allowing for extensive customization is beneficial. There is no one-size-fits-all business dashboard; therefore, pulling data from a variety of sources is useful and necessary. When new employees start, it is helpful to understand said critical business data, and with the help of data visualization tools, that understanding is simplified. Data visualization software also allows users to quickly and easily identify trends in business metrics. If certain metrics are not on pace to hit month-end, quarter-end, or year-end goals, companies can see that up front with data visualization tools. Businesses can adjust their strategies and methods for attaining goals based on how KPIs are tracked. Being able to react to data is an important overall strategy for greater business modernization and digital transformation. ### Who Uses Data Visualization Tools? All employees have an opportunity to utilize data visualization tools; however, there are a number of roles that can use the solutions in different ways. For example: **C-level executives –** C-suite employees utilize data visualization software such as KPI dashboards to keep a holistic view of all company goals and how they are progressing. Instead of checking in with every team or digging into disparate software for each KPI, a CEO can track all company metrics in one location. If a CFO wants to observe all financial metrics, data visualization is an option instead of going through accounting and CRM products to find necessary information. Additionally, C-level executives may take dashboards into board meetings to help illustrate how the company is performing as a whole. [**Sales teams**](https://www.g2.com/categories/data-visualization/f/sales) **–** There are many use cases for sales teams when it comes to data visualization solutions, and not just to track revenue numbers or how many deals they have closed. Business development teams often connect [sales acceleration](https://www.g2.com/categories/sales-acceleration) tools as a data source to track how many calls each rep is making or how many meetings they are setting up. Sales managers can track individual account representatives’ performances to see how much revenue and deals each of their employees are closing, and how much they have in the pipeline. They may also set goals and determine how they are tracking on a quarterly or yearly progression. Displaying personal metrics with data visualization tools is one method to help motivate sales employees to hit their quotas. [**Marketing teams**](https://www.g2.com/categories/data-visualization/f/marketing) **–** For marketers, data visualization solutions are ideal for recording real-time data regarding customer and prospect interactions. Users can pull specific digital analytics metrics, such as web traffic, and easily visualize progress. Additionally, marketers can see how email campaigns or advertising campaigns are progressing, whether that be open rates or how many impressions Facebook, Twitter, and other social advertisement campaigns are receiving. Businesses benefit by quickly visualizing conversion rates and cost-per-customer acquisition, among many other key marketing metrics. **Customer service teams –** There are a variety of different instances where data visualization software is helpful for customer support teams, whether they be in a [contact center](https://www.g2.com/categories/contact-center) or receiving customer inquiries via a [help desk](https://www.g2.com/categories/help-desk), among other scenarios. Representatives at call centers can visualize the number of calls they have taken that day, how many calls are waiting to be answered, and how long the average call has been, among many other business-critical data points. For support teams that use a help desk, users benefit from data visualization by tracking how many tickets they have resolved and how many are still in their queues. [Customer success](https://www.g2.com/categories/customer-success) teams may choose to measure KPIs such as customer retention or churn rates to ensure they are maintaining the appropriate number of customers. **Human resources teams –** Data is aplenty for recruiters and human resources professionals, so having a single dashboard to display the information is advantageous. [Recruiting](https://www.g2.com/categories/recruiting) coordinators can track how many applications have been submitted for specific roles or monitor how often the career page has been viewed. Other general human resources professionals use it to display [employee engagement](https://www.g2.com/categories/employee-engagement), whether that is an overall satisfaction of work life within a company or a gamification of certain tasks. Even third-party services such as Glassdoor may be a data source for businesses interested in tracking their rating at all times. **Development teams –** If a business is responsible for running multiple applications and needs to track performance in real time, data visualization tools are an excellent way to keep tabs on all of them simultaneously. This allows development teams to react quickly to potential bugs or issues and ensure that performance is trending in the correct direction. Some data sources valuable to development teams include databases, public cloud [infrastructure as a service](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offering, and [application performance monitoring](https://www.g2.com/categories/application-performance-monitoring-apm) software. ### Data Visualization Tools Features While data visualization software might seem fairly straightforward, there are some features that impact the user experience with these tools. The main feature, and often most critical component buyers should look for when purchasing data visualization software, is which data sources the tool can integrate with and pull from. Most solutions can pull from SaaS applications, cloud and on-premise databases, and even solutions built in-house. But, if one of the main reasons for a company purchasing a data visualization software is to track marketing campaigns, but the tool cannot integrate with the marketing automation tool the business is already using, then it defeats the purpose. Tracking real-time data is another important feature of data visualization software. Observing progress and trends in a business’ KPIs in real time ensures that employees can react and improve on strategies and methods. Data visualization vendors often offer mobile functionality, so users can observe and track business metrics regardless of their physical location. In today’s business world, employees are often on the go, so the ability to see dashboards from mobile phones or tablets is convenient. This is important for C-level employees who might not always be in the office. The ability to share [dashboards](https://www.g2.com/categories/data-visualization/f/dashboards) is another important feature of data visualization software. If a sales leader needs to send numbers to a company’s board of directors, easily emailing an entire dashboard is quick and easy. It is also beneficial to be able to share metrics internally with teams via email, if employees are unaware of how metrics are progressing. Other features of data visualization software:[Charts and Graphs](https://www.g2.com/categories/data-visualization/f/charts-and-graphs), [Contact Center](https://www.g2.com/categories/data-visualization/f/contact-center), [Education](https://www.g2.com/categories/data-visualization/f/education), [Finance](https://www.g2.com/categories/data-visualization/f/finance), [IT & Development](https://www.g2.com/categories/data-visualization/f/it-and-development), and [Reports](https://www.g2.com/categories/data-visualization/f/reports). ### Kinds of Data Visualization Tools Some data visualization solutions target specific industries or teams within a company, making them more unique than general data visualization software. A marketing team may opt to use a marketing analytics solution since they only want to visualize and track progress for specific marketing metrics. There are also sales analytics tools that only track sales metrics. Additionally, many software products have some data visualization within them. For example, a CRM or help desk tool might have data visualization features, but they differ in the sense that these are simply features, not the product's main function. ### Software and Services Related to Data Visualization Tools For business users interested in advanced analytics tools that contain more robust features, business intelligence tools are a step up from data visualization. Data analysts or data scientists most often utilize business intelligence platforms. These platforms often require a good amount of coding or query language knowledge to access necessary data and transform it into visualizations. Self-service business intelligence solutions are aimed more at roles outside of analyst or data scientist, and allow users to perform analysis without a deeper knowledge of the back end. [Embedded business intelligence](https://www.g2.com/categories/embedded-business-intelligence) solutions may have self-service aspects, but these solutions embed the business intelligence capabilities within a third-party application. The difference between business intelligence products and data visualization tools is that you can perform drill-downs and dig further into the data, right there in the business intelligence product with interactive data visualizations. Business intelligence tools focus more on exploratory data representations than just the raw data or metrics. Data visualization software is really just to see goals and track metric progress, not to dig into the data further and conduct deeper analysis. For businesses that need to consume large data sets, [big data analytics](https://www.g2.com/categories/big-data-analytics) solutions may be the best option. These products pull mostly unstructured data from [big data processing and distribution](https://www.g2.com/categories/big-data-processing-and-distribution) systems, such as Hadoop, before putting them into big data analytics tools. These products require heavy development knowledge and are mostly utilized by data scientists at larger companies.