# Best Data Visualization Tools - Page 4

## How Many Data Visualization Tools Products Does G2 Track?

**Total Products under this Category:** 478

### Category Stats (Aug 2026)

- **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Supersimple (+0.89%) - Among all products in this category, Supersimple recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Data Visualization Tools Products?

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

- 30 Analysts and Data Experts
- 26,100+ Authentic Reviews
- 478+ Products
- Unbiased Rankings

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

## G2 Grid® for Data Visualization Tools
 ![G2 Grid® for Data Visualization Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/data-visualization-tools/grids.png?focus%5B%5D=4400&focus%5B%5D=10470&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=22648&focus%5B%5D=18493&focus%5B%5D=1251&focus%5B%5D=16446)

Highlighted products: Canva, Databricks, Domo, Looker, Data Studio, Elastic Stack, SAP HANA Cloud, and AgencyAnalytics.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-visualization-tools/grids.json?focus%5B%5D=canva&focus%5B%5D=databricks&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=data-studio&focus%5B%5D=elastic-stack&focus%5B%5D=sap-hana-cloud-2025-10-01&focus%5B%5D=agencyanalytics)

**Sponsored**

### Amazon OpenSearch Service

Amazon OpenSearch Service securely unlocks real-time search, monitoring, and analysis of business and operational data for use cases like application monitoring, log analytics, observability, and website search. To view more pricing details, please visit https://aws.amazon.com/opensearch-service/pricing. To try Amazon OpenSearch Service free today, please visit: https://aws.amazon.com/free/.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=208&secure%5Bchosen_at%5D=2026-08-08T20%3A12%3A59Z&secure%5Bdisplayable_resource_id%5D=208&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=208&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=20177&secure%5Bresource_id%5D=208&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-visualization-tools%3FhsCtaTracking%3D55c37316-a86d-4235-af7e-7deb79edf7b8%257C3dced1bc-1892-4fb6-9d7b-58d37a88814a%26page%3D4&secure%5Btoken%5D=da4e87d54a53952a20dad328d2cf42a880b6756926942d88dafc19c45b31036a&secure%5Burl%5D=https%3A%2F%2Faws.amazon.com%2Fopensearch-service%2Ffeatures%2Fserverless%2F%3Ftrk%3De8fc5908-35b1-4de0-aeb2-52b1ab2ed4be%26sc_channel%3Ddisplay%2Bads&secure%5Burl_type%5D=custom_url)

### [Upsolve AI](https://www.g2.com/products/upsolve-ai/reviews)

Upsolve AI is the platform for deploying governed, grounded, and trustworthy AI data agents to your internal teams or external customers. It helps data teams move past the broken self-serve BI promise by combining the conversational power of large language models with the rigor of a robust semantic layer, rich business context, and built-in evaluation and observability to put agent and context improvements on a flywheel. End users get accurate answers while the data team stays in control. The platform has two complementary components: the Upsolve Data Agent and the Upsolve Agent Context Studio. 1. The Upsolve Data Agent. The Upsolve Data Agent does what a good data analyst does. It answers business questions in natural language, asks clarifying questions when a request is ambiguous, generates charts and reports on the fly, and helps users explore the underlying data without writing SQL. These analyst behaviors come built into the agent itself. What the Upsolve Data Agent does: Conversational, natural-language Q&A over your data, with built-in text-to-SQL Multi-step reasoning across datasets, generate interactive charts on-demand(30+ chart types: bar, line, pie, scatter, heatmap, funnel, and more), auto-generated reports and summaries tailored to a user's role (exec, PM, ops, support, finance), conversational drill-down and follow-up turns in the same thread. The Upsolve Data Agent is designed to be easily customizable. We don't believe in an out-of-the-box data agent. Data agents are only useful and reliable with rich context and when assessed against your own performance benchmarks. A generic LLM connected to a database produces generic answers and hallucinated metrics. To produce true, traceable, and transparent answers about your business, the agent needs three more things, and that is where the Data Agent Studio comes in. 2. Upsolve Data Agent Studio. The Data Agent Studio is the place for your team to make the Data Agent accurate, reliable, and trustworthy. It is built on three layers: Data Layer, Context Layer, and Trust and Evals Layer. Data Layer: OOTB database connectors + Cockpit for Semantic Layer construction Database connectors for ClickHouse, Snowflake, BigQuery, Redshift, Databricks, Postgres, MySQL, and other major data warehouses. Robust data governance with Multi-tenant architecture with row- and column-level permissioning. For teams that don't have a unified semantic layer model, the Cockpit tool provides a guided and guardrailed interface that takes your team from fragmented data to a clean, AI-ready semantic layer in a week, instead of the six to eight months a typical V1 takes. Context Layer: your data agent needs a unified, auto-curated, and auto-refreshed context layer. The Context Layer connects your files, docs, and systems (Notion, Confluence, Google Drive, internal wikis, product release notes, dbt files, data catalogs, metric glossaries) and curates the information the agent needs to understand the business behind the numbers. It captures product launches, definition changes, ontology, naming conventions, and team-specific business logic so a query like "usage spiked last week" turn into "usage spiked last week, and this correlates with Tuesday's Pro plan launch". The Context Layer scans for updates across systems of records connected to it, flags context gaps, and suggests updated. Humans always in the loop. Trust and Evals Layer: Testing, end-of-end observability, and evaluations according to your benchmarks. Sandbox environment for pre-deployment testing, plus production logs after launch. Full LLM observability: every prompt, tool call, model used, retrieved context, and reasoning step is logged, traceable, and reviewable. Built-in evaluations: define gold-standard queries and answers, run tests, and catch agent drift with in-built LLM-as-a-judge evaluators before stakeholders. This system then creates a self-improving feedback loop when corrections from your team feed back into the agent's eval set so quality compounds over time. Together, those three Data Agent Studio components turn a generic agent into one that produces accurate, reliable, and trustworthy answers your team can defend. Delivery and deployment: The Upsolve Agentic Dashboard is a conversation-driven exploration surface for end users, with 30+ chart types, interactive filters, drill-down, PDF export, scheduled email, and version history. End users can save generated charts to a personal dashboard or simply tell the agent their role and have it auto-build a full dashboard for that persona, solving the blank-page problem typical of self-serve BI tools. SSO, role-based access control, and audit logging are included. The same Data Agent you customized can be accessed by your users wherever they already work. Embedded inside your own product as customer-facing analytics for B2B SaaS as an iFrame or React component; deploy into Slack and Microsoft Teams as in-channel data bot; access in Claude, ChatGPT, Cursor, and any MCP-compatible client to get data while you work and stage multi-agent workflows; or any custom application via REST API. Common use cases: Internal self-service business intelligence for data teams that don't want to be a ticket queue. Customer-facing embedded analytics for B2B SaaS products. Conversational analytics, generative BI (GenBI), and agentic BI deployments AI-powered reporting and operational analytics for ops, finance, support, and product. Multi-tenant SaaS analytics with row-level security. Looker, Tableau, Power BI alternatives for teams that want an AI-native approach. Why Upsolve AI AI-native architecture. Upsolve was built around the agent from day one, not retrofitted onto a legacy BI tool. Data team in control. The semantic layer, business context, and evals all live with your team, not buried inside a black-box LLM. Fast time-to-value. Cockpit takes you from fragmented data to a working semantic layer in a week. Real evaluation. Most "AI for BI" tools skip evals. Upsolve makes them first-class. Build in Studio, access anywhere. The same agent across internal dashboards, Slack, Teams, your product, and MCP-compatible clients. Enterprise-ready. SSO, role-based access control, multi-tenant governance, audit logging, and full observability included. Built for modern data and AI stacksUpsolve plugs into Snowflake, BigQuery, Redshift, Databricks, Postgres, MySQL. It works alongside dbt, existing semantic layers, and your data catalog. The Data Agent can be invoked from Claude, ChatGPT, Cursor, or any MCP-compatible client, making it easy to compose multi-agent workflows where Upsolve handles the data analysis step. YC W24.

**Average Rating:** 4.8/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate Upsolve AI?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Dashboards:** 9.8/10 (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 Upsolve AI?

- **Seller:** [Upsolve AI](https://www.g2.com/sellers/upsolve-ai)
- **Company Website:** upsolve.ai
- **Year Founded:** 2023
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3cf70d4431fd3434eebdcb2b5da320bb29c1aa0598056096b7458d136168a004&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fupsolveai%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 56% Small, 31% Medium

#### What Do G2 Reviewers Say About Upsolve AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Upsolve AI, appreciating its straightforward setup and intuitive dashboard creation.
- Users find Upsolve AI's **streamlined dashboard integration** incredibly helpful, simplifying operations and enhancing data accessibility.
- Users commend Upsolve AI's **excellent customer support** , which facilitates a smooth setup and enhances user experience consistently.
- Users value the **super fast insights** from Upsolve AI, enhancing customer success and communication through clear analytics.
- Users value the **time-saving setup** and efficiency of Upsolve AI, transforming days of work into just seconds.

##### Cons

- Users find the **limited options** for customization and design tools to restrict functionality and user experience.
- Users find **usage limitations** in Upsolve AI, particularly regarding speed, design flexibility, and integration constraints.
- Users find that the **complexity of analysis** often requires multiple iterations to achieve desired results.
- Users find the **learning curve steep** with Upsolve AI due to numerous configuration options and features.
- Users find that the **learning difficulty** can slow down their experience due to numerous UI configuration options.

#### What Are Recent G2 Reviews of Upsolve AI?

**["Streamlined Dashboard Creation with Exceptional Support"](https://www.g2.com/survey_responses/upsolve-ai-review-11873474)**

**Rating:** 4.5/5.0 stars

_— Sahil S._

[Read full review](https://www.g2.com/survey_responses/upsolve-ai-review-11873474)

**["Exactly What We Needed for Embedded Analytics Without Rebuilding Our Stack"](https://www.g2.com/survey_responses/upsolve-ai-review-11446143)**

**Rating:** 5.0/5.0 stars

_— Adarsh K._

[Read full review](https://www.g2.com/survey_responses/upsolve-ai-review-11446143)

### [IBM Environmental Intelligence Suite](https://www.g2.com/products/ibm-environmental-intelligence-suite/reviews)

The IBM Environmental Intelligence Suite is an AI-powered SaaS solution that provides organizations with timely and fact-based actionable intelligence to proactively plan and manage the economic impact of severe weather and climate change events; built on the world’s most accurate weather data providing clients with the ability to: Monitor for disruptive environmental conditions such as severe weather, wildfires, flooding and air quality and send alerts when detected Predict potential impacts of climate change and weather across the business using climate risk analytics Gain insights into potential operational disruptions and prioritize mitigation and response efforts Measure and report on environmental initiatives and operationalize carbon accounting, while reducing the burden of this reporting on procurement and operations teams The IBM Environmental Intelligence Suite combines key functionality into a single application suite that includes: Climate and Weather Data APIs Data APIs within the IBM® Environmental Intelligence Suite tap into the breadth and depth of climate, environment and weather data to provide current and forecasted conditions, seasonal and sub-seasonal forecasts, lifestyle indices, severe weather and historical weather data for analysis. The packages are curated to give you only what you need in the format you need it, and you can use them quickly and easily by accessing data APIs through the cloud. By applying advanced analytics to a combination of business data and weather data such as alerts and notifications, forecast data and weather imagery, you can build the foundation for informed enterprise decision-making. Geospatial Analytics Engine Formerly IBM PAIRS Geoscope, the Geospatial Analytics component within the Environmental Intelligence Suite is a platform specifically designed for massive geospatial-temporal (maps, satellite, weather, drone, IoT) query and analytics services. It frees up data scientists and developers from cumbersome processes that dominate conventional data preparation, providing search-friendly access to a rich, diverse and growing catalog of continually updated geospatial-temporal information. Dashboard Visualizations Dashboard Visualization provides weather visualizations for nearly all your locations in a single, user-friendly weather dashboard. See severe weather headed to some locations? Quickly deliver guidance to leadership and a prioritized action list for personnel. Awareness of weather forecasts and patterns in advance can also open windows to new or additional business. Scalable Alerting The alerts console combines data science, geo-location and precise weather data so businesses across energy and utilities, insurance, retail, telecommunications, ground transportation and other industries can deliver timely and customized messages. With Alert Console, create meaningful touch points to strengthen customer loyalty, and protect employees and properties in a timely manner.

**Average Rating:** 4.2/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate IBM Environmental Intelligence Suite?

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.0/10)
- **Dashboards:** 8.9/10 (Category avg: 9.0/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.6/10)
- **Formats:** 8.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind IBM Environmental Intelligence Suite?

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Year Founded:** 1911
- **HQ Location:** Armonk, New York, United States
- **Twitter:** @IBMSecurity  
74,660 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website)  
328,202 employees on LinkedIn®
- **Ownership:** SWX:IBM

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Accounting
- **Company Size:** 39% Medium, 35% Small

#### What Do G2 Reviewers Say About IBM Environmental Intelligence Suite?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **real-time analytics** of IBM Environmental Intelligence Suite, enhancing decision-making and proactive risk management.
- Users value the **top-notch analytics** of IBM Environmental Intelligence Suite, enhancing decision-making and risk management in real-time.
- Users value the **real-time data** capabilities of IBM Environmental Intelligence Suite for improved decision-making and risk management.
- Users benefit from **real-time updates** in IBM Environmental Intelligence Suite, enhancing decision-making for supply chain management.
- Users highlight the **comprehensive data analytics** of IBM Environmental Intelligence Suite, enhancing decision-making and risk management.

##### Cons

- Users find the **initial setup and integration complex** , especially outside the IBM ecosystem, leading to a challenging user experience.
- Users find the **setup and integration complex** , particularly for those outside the IBM environment, hindering smooth adoption.
- Users find the **pricing structure expensive** and not well-suited for smaller businesses or personal projects.
- Users experience **learning difficulties** due to the platform's complex setup, integration, and user interface challenges.
- Users find **integration issues** challenging, especially without prior IBM tools, complicating overall setup and adoption.

#### What Are Recent G2 Reviews of IBM Environmental Intelligence Suite?

**["Review for IBM Environmental Intelligence Suite"](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-9722483)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-9722483)

**["A Comprehensive Solution for Proactive Environmental Risk Management"](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-10711686)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Services_

[Read full review](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-10711686)

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

Plecto is a real-time dashboard and data visualization platform that combines KPI tracking with gamification features to improve team performance. With Plecto, sales and support teams can visualize their KPIs in real-time, ensuring that all employees stay focused on their targets. The platform transforms traditional analytics into an engaging employee experience that motivates better performance across your organization. Plecto goes beyond typical dashboard visualization by combining it wth engaging gamification and coaching features. With integrations to 150+ of the biggest systems around and places no restrictions on the number of dashboards you can create. This way, you can centralize your data and create a single source of truth for your team's performance. Unlike traditional data visualization tools, Plecto is built for all employees and not just analysts. Plecto's combination of real-time dashboards, gamification and coaching gives organizations a way to not only visualize data but take action on it. Book expert demo now, and discover how Plecto transforms your sales data into actionable insights that drive motivation and results.

**Average Rating:** 4.2/5.0

**Total Reviews:** 40

#### How Do G2 Users Rate Plecto?

- **Has the product been a good partner in doing business?:** 9.3/10 (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:** 8.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Plecto?

- **Seller:** [Plecto](https://www.g2.com/sellers/plecto)
- **Year Founded:** 2012
- **HQ Location:** Aarhus, Aarhus
- **Twitter:** @getplecto  
338 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=064af0a77c13c4bc5c3aadcc78084663c0f2b0ea905cf5cb46388485f0e10bf2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5248126%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 60% Small, 33% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Plecto's interface to be **super intuitive** , making it easy to engage and utilize various features.
- Users find Plecto to be a **helpful tool** for gaining a clear overview of performance and enhancing team motivation.
- Users appreciate the **clear data overview** provided by Plecto, enhancing satisfaction and engagement across performance levels.
- Users enjoy the **customizable dashboards** in Plecto for monitoring and celebrating sales achievements effectively.
- Users express great satisfaction with Plecto's **clear data overview** , enhancing performance insights at all levels.

##### Cons

- Users find **complexity in data integration** and combining formulas across different sources, leading to a challenging experience.
- Users find **data management issues** with Plecto challenging, particularly in combining formulas and integrating SQL databases.
- Users find the **difficult setup** of Plecto challenging, particularly with data source integration and unique ID management.
- Users find **integration issues** challenging, particularly when combining data sources and managing unique IDs effectively.

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

**["Comprehensive Sales Monitoring with Valuable Insights"](https://www.g2.com/survey_responses/plecto-review-12399297)**

**Rating:** 4.0/5.0 stars

_— Tim K._

[Read full review](https://www.g2.com/survey_responses/plecto-review-12399297)

**["Elevates Sales Team Morale with Seamless Integration"](https://www.g2.com/survey_responses/plecto-review-12966261)**

**Rating:** 5.0/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/plecto-review-12966261)

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

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

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

Abacum is an AI-native Financial Planning and Analysis (FP&A) platform designed to enhance business performance through clarity, speed, and impactful decision-making. This innovative solution provides users with instant access to essential operational and financial key performance indicators (KPIs) all in one centralized location. With just a single click, users can automate management reporting, forecast revenue, plan headcount, budget operational expenditures (OPEX), and run multiple scenarios, all seamlessly integrated within the Abacum environment. Targeted primarily at mid-market companies, Abacum caters to finance teams seeking a robust yet user-friendly solution for their planning and analysis needs. The platform stands out by combining intuitive workflows with enterprise-grade flexibility, allowing users to create collaborative plans, analyze performance in real time, and share valuable insights that drive business progress. Its ability to integrate with over 700 systems, including ERP, CRM, HRIS, and data warehouses, ensures that all data is automatically synced, cleaned, structured, and consistently up to date, thus eliminating the need for manual data handling. One of the key features of Abacum is its multi-dimensional modeling engine, which empowers finance teams to conduct complex analyses and scenario planning with ease. This capability, coupled with collaborative workflows, facilitates seamless business partnering across various functions within an organization. As a result, finance teams can plan and report up to 75% faster, significantly improving efficiency and allowing them to focus on strategic initiatives rather than time-consuming manual processes. Abacum is designed to support fast-growing companies and industry leaders, including names such as Strava, Dish Networks, JG Wentworth, BetterUp, Factorial, Kajabi, Abridge, and Aiven. By providing a scalable FP&A solution that balances power with simplicity, Abacum enables organizations to navigate the complexities of financial planning and analysis confidently.

**Average Rating:** 4.7/5.0

**Total Reviews:** 151

#### How Do G2 Users Rate Abacum?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10)
- **Dashboards:** 9.2/10 (Category avg: 9.0/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.6/10)
- **Formats:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Abacum?

- **Seller:** [Abacum](https://www.g2.com/sellers/abacum)
- **Company Website:** www.abacum.ai
- **Year Founded:** 2020
- **HQ Location:** New York City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe28f63c7e05dc1d6cf04146f055aa6daadc24630e26044e91b9a2ac430baa3a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fabacum-io%2F&secure%5Burl_type%5D=linkedin_company_website)  
151 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CFO, Head of Finance
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 88% Medium, 6% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Abacum, enhancing flexibility and efficiency in reporting and analysis.
- Users commend the **incredible support team** at Abacum for their quick responses and helpful assistance.
- Users value the **time-saving** features of Abacum, enabling swift financial planning and streamlined collaborative efforts.
- Users highlight the **efficiency** of Abacum, significantly reducing reporting time and enhancing analytical flexibility.
- Users praise **Abacum's powerful features** that enhance financial planning with real-time forecasting, integrations, and user-friendly collaboration.

##### Cons

- Users face a **steep learning curve** with Abacum, making the initial setup challenging for newcomers.
- Users find the **complex setup** challenging, with a steep learning curve and potential performance issues during initial configuration.
- Users face a **steep learning curve** during initial setup, requiring training to efficiently navigate the platform.
- Users find the **steep learning curve** challenging, requiring careful navigation during initial setup and data migration.
- Users find the **difficult setup** process time-consuming and complex, requiring focused effort to navigate effectively.

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

**["Powerful consolidation tool that handles our complex multi-entity setup with ease"](https://www.g2.com/survey_responses/abacum-review-13070099)**

**Rating:** 5.0/5.0 stars

_— Amy F._

[Read full review](https://www.g2.com/survey_responses/abacum-review-13070099)

**["Efficient Financial Planning with Excellent Support"](https://www.g2.com/survey_responses/abacum-review-13170947)**

**Rating:** 4.5/5.0 stars

_— Josh A._

[Read full review](https://www.g2.com/survey_responses/abacum-review-13170947)

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

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

### [Runway Financial](https://www.g2.com/products/runway-financial/reviews)

Runway is the modern and intuitive way to model, plan, and align your business for everyone on your team. High-growth companies, including Superhuman, AngelList, and 818 Tequila trust Runway to manage their financial operations and drive strategic decision-making with confidence.

**Average Rating:** 4.8/5.0

**Total Reviews:** 38

#### How Do G2 Users Rate Runway Financial?

- **Has the product been a good partner in doing business?:** 9.8/10 (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:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Runway Financial?

- **Seller:** [Runway Financial](https://www.g2.com/sellers/runway-financial)
- **Company Website:** runway.com
- **Year Founded:** 2020
- **HQ Location:** San Francisco, CA
- **Twitter:** @runwayco  
8,010 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bd7f917e7cdbe1f4c27452a9a710c0fa65927fa39f6267fc6e043b019c9ccd4d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frunway%2F&secure%5Burl_type%5D=linkedin_company_website)  
69 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Small, 47% Medium

#### What Do G2 Reviewers Say About Runway Financial?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Runway Financial's **exceptional customer support** , highlighting the team's attentiveness and quick problem-solving abilities.
- Users find Runway Financial to be **incredibly easy to use** , providing an intuitive system for streamlined financial planning.
- Users appreciate the **easy integrations** of Runway Financial, unifying diverse tools for better financial visibility and reporting.
- Users value the **ease of planning** in Runway Financial, allowing for comprehensive financial modeling and analysis.
- Users value the **automated integration** capabilities of Runway Financial, streamlining workflows and enhancing operational efficiency.

##### Cons

- Users warn of a **difficult learning curve** with Runway Financial, especially for those unfamiliar with SQL or financial terminology.
- Users find Runway Financial has a **steep learning curve** , especially for those unfamiliar with SQL and financial terminology.
- Users face a **steep learning curve** with Runway Financial, especially when onboarding and familiarizing with terminology.
- Users face a **steep learning curve** with Runway Financial, especially if unfamiliar with SQL and financial terminology.
- Users find the **onboarding process complex** and require ongoing support for effective use of Runway Financial.

#### What Are Recent G2 Reviews of Runway Financial?

**["From Sheets to Real-Time Insights"](https://www.g2.com/survey_responses/runway-financial-review-11242357)**

**Rating:** 4.5/5.0 stars

_— Steven S._

[Read full review](https://www.g2.com/survey_responses/runway-financial-review-11242357)

**["Incredibly Flexible and Fun Finance Copilot"](https://www.g2.com/survey_responses/runway-financial-review-10872438)**

**Rating:** 4.0/5.0 stars

_— Brian L._

[Read full review](https://www.g2.com/survey_responses/runway-financial-review-10872438)

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

CorralData is an AI-powered analytics platform that transforms how organizations interact with their data, offering businesses instant, actionable insights without requiring technical expertise. Designed with ease of use and speed in mind, CorralData helps businesses quickly centralize and analyze data from over 500 built-in integrations. This vast connectivity allows organizations to unify their data seamlessly, making it accessible and actionable from one central platform. Key Features and Functionality: CorralData is built for non-technical users, enabling them to explore data through natural language queries and generate AI-driven reports effortlessly. The platform includes features like real-time dashboards, customizable reporting, and secure collaboration tools that empower teams to work with data collaboratively and make informed decisions faster. With CorralData, users can simply ask questions in plain English, and the platform instantly translates these queries into data insights, democratizing data access across the organization. Primary Value and Solution: CorralData solves a core challenge for many businesses: transforming complex, siloed data into accessible insights quickly, without the need for lengthy onboarding or engineering support. Traditional BI tools often require specialized teams and long lead times to implement, but CorralData’s intuitive design and instant integration capabilities eliminate these barriers. The platform’s HIPAA-compliant security measures also ensure that data is protected, making it a trusted choice for industries like healthcare and finance. CorralData’s primary value lies in its ability to make data-driven decision-making fast, accessible, and impactful. By equipping business users with immediate insights and robust analytical tools, CorralData enables companies to respond to market changes in real time, optimize operations, and drive growth, all while reducing dependency on technical resources. For businesses aiming to become data-driven overnight, CorralData is an ideal solution.

**Average Rating:** 4.9/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate CorralData?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Dashboards:** 10.0/10 (Category avg: 9.0/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.6/10)
- **Formats:** 7.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind CorralData?

- **Seller:** [Corraldata](https://www.g2.com/sellers/corraldata)
- **Year Founded:** 2021
- **HQ Location:** New York, NY
- **Twitter:** @CorralData  
6 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=69b09dcc19257ab73e1cc80c304378309623ed1fce2e7eb0a801ad094039a15f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F43342864&secure%5Burl_type%5D=linkedin_company_website)  
30 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 47% Medium, 47% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of CorralData, enjoying seamless integration and straightforward access to comprehensive metrics.
- Users commend the **exceptional customer support** of CorralData, highlighting responsiveness and quick solutions throughout the onboarding process.
- Users commend the **ease of implementation** with CorralData, praising the rapid setup and support throughout the process.
- Users praise the **seamless integration capabilities** of CorralData, streamlining multiple systems into one efficient platform.
- Users find CorralData to be a **time-saving solution** , seamlessly integrating multiple systems into one unified platform.

##### Cons

- Users find the **complexity of data validation** in CorralData to be time-consuming and challenging during integration.
- Users find **data inaccuracy** challenging as validating and checking data correctness is time-consuming and difficult.
- Users find CorralData to be **expensive** compared to other tools, even if it offers considerable value.
- Users find **filtering problems** time-consuming, making it hard to validate data accuracy after widget creation.
- Users face **long integration times** due to complexities with Zenoti, leading to a challenging implementation experience.

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

**["Great BI Tool for integrating with Zenoti"](https://www.g2.com/survey_responses/corraldata-review-12263612)**

**Rating:** 5.0/5.0 stars

_— Verified User in Health, Wellness and Fitness_

[Read full review](https://www.g2.com/survey_responses/corraldata-review-12263612)

**["Exceptional Support and Effortless Onboarding Experience"](https://www.g2.com/survey_responses/corraldata-review-11982093)**

**Rating:** 5.0/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/corraldata-review-11982093)

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

MapBusinessOnline is a mapping software for business intelligence. Thousands of businesses choose MapBusinessOnline to generate insightful maps, manage territories, perform market analysis, optimize logistics, and more. Designed for general business users, it addresses all business mapping needs in one easy-to-use application. MapBusinessOnline contains commercial-grade data, including ZIP codes, street-level maps, demographic data, and business listings. Capable of handling small and large datasets, MapBusinessOnline is a proven solution for increasing business efficiency. Choose from three location-based mapping product options: MapBusinessOnline Pro for advanced territory management, driving time, and distances queries, and for maximum demographic analysis capabilities. MapBusinessOnline Standard for affordable territory management and excellent map visualizations. MapBusinessOnline Starter for beginners and basic map visualizations. All advanced products include the features of lower-priced options.

**Average Rating:** 4.5/5.0

**Total Reviews:** 50

#### How Do G2 Users Rate MapBusinessOnline?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.0/10)
- **Dashboards:** 7.0/10 (Category avg: 9.0/10)
- **Steps to Answer:** 7.1/10 (Category avg: 8.6/10)
- **Formats:** 7.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind MapBusinessOnline?

- **Seller:** [SpatialTEQ Inc.](https://www.g2.com/sellers/spatialteq-inc)
- **Year Founded:** 1996
- **HQ Location:** Cornish, ME
- **Twitter:** @MapBusinessLive  
508 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c4a104a4778f57ff37cc31a2ac07795c7e560d2ba0a43b64fa5573ae4fe6b6a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2220173%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Manufacturing
- **Company Size:** 48% Medium, 38% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find MapBusinessOnline to be **user-friendly and intuitive** , enabling quick insights without needing technical expertise.
- Users value the **custom mapping features** of MapBusinessOnline, enhancing territory alignment and decision-making efficiency.
- Users highlight the **easy integrations** of MapBusinessOnline, enhancing daily operations and streamlining data management effectively.
- Users value the **comprehensive features** of MapBusinessOnline, enhancing their daily sales and marketing operations effectively.
- Users value the **intuitive interface and rich features** of MapBusinessOnline, enhancing daily operations and decision-making.

##### Cons

- Users face a **learning curve** with setup and features, which may complicate initial usage and understanding.
- Users experience **learning difficulties** due to a steep setup process and quirks that necessitate deeper understanding.
- Users encounter **data limit challenges** with MapBusinessOnline, requiring regular maintenance to avoid unexpected capacity issues.
- Users experience **data issues** with quick limits, requiring regular maintenance and awareness to avoid unexpected problems.
- Users find the **data management process time-consuming** , requiring multiple data files for effective map creation.

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

**["Effortless Excel-to-Map Plotting with MapBusinessOnline"](https://www.g2.com/survey_responses/mapbusinessonline-review-12872669)**

**Rating:** 5.0/5.0 stars

_— Roxane L._

[Read full review](https://www.g2.com/survey_responses/mapbusinessonline-review-12872669)

**["Helpful Tutorials, Friendly Chat Support, and Great Value"](https://www.g2.com/survey_responses/mapbusinessonline-review-12614770)**

**Rating:** 5.0/5.0 stars

_— Lisa G._

[Read full review](https://www.g2.com/survey_responses/mapbusinessonline-review-12614770)

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

- [How do I map addresses in Excel?](https://www.g2.com/discussions/how-do-i-map-addresses-in-excel) - 1 comment
- [What is online maps Business?](https://www.g2.com/discussions/what-is-online-maps-business) - 1 comment
- [What is map Business?](https://www.g2.com/discussions/what-is-map-business) - 1 comment

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

ScaleXP is a powerful data analytics and automation platform built for ambitious B2B companies, particularly high-growth SaaS businesses and those backed by investors. It connects financial, sales, and marketing data from the tools you already use, such as Xero, QuickBooks, Sage, HubSpot, and Salesforce to create a unified, real-time view of business performance. At its core, ScaleXP eliminates the need for manual reporting, spreadsheet workarounds, and data silos. The platform automatically calculates industry-standard KPIs such as MRR, ARR, CAC, LTV, revenue growth, churn, and cohort analysis. All metrics are tailored to your business model and stage of growth, whether you’re a pre-seed startup, scaling SaaS company, or an established B2B provider preparing for expansion. Our platform is built to empower teams with accurate, timely insights. Dashboards are fully interactive, easy to customise, and can be shared across teams to improve transparency and collaboration. Whether you're in finance, marketing, operations, or the C-suite, ScaleXP ensures everyone is working from a single source of truth. You can drag and drop charts, build board-ready presentations, and align on key priorities in just a few clicks. ScaleXP also simplifies complex processes like revenue recognition and financial consolidation, including automated FX rate calculations to four significant digits. This ensures consistency across reporting, even for multinational teams or businesses operating in multiple currencies. For investor-backed businesses, ScaleXP offers the tools needed to navigate due diligence and board reporting with ease. Our “founder’s view” dashboard gives leadership teams a pulse on performance at any moment, making it easier to respond to change, impress stakeholders, and fundraise with confidence. Professional services firms also benefit from ScaleXP by offering their clients deeper insights and automated reporting, turning data into a true value-add. With ScaleXP, ambitious businesses save time, reduce risk, and make smarter, faster decisions. We help you focus on what matters most: accelerating your growth.

**Average Rating:** 5.0/5.0

**Total Reviews:** 14

#### How Do G2 Users Rate ScaleXP?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Dashboards:** 8.8/10 (Category avg: 9.0/10)
- **Steps to Answer:** 9.0/10 (Category avg: 8.6/10)
- **Formats:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind ScaleXP?

- **Seller:** [ScaleXP](https://www.g2.com/sellers/scalexp)
- **Year Founded:** 2021
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c5d81418ee082b8a30433c71db5128bde610e5153f8b0ff9e7fdacbebfe47d00&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fscalexp&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 71% Small, 21% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of ScaleXP, significantly enhancing reporting efficiency and reducing manual efforts.
- Users praise ScaleXP for its **exceptional customer support** , noting friendly and quick resolutions to their queries.
- Users appreciate the **easy integrations** with accounting software, enhancing financial reporting and operational efficiency.
- Users highly value the **ease of use and comprehensive SaaS metrics** that ScaleXP provides, enhancing their reporting efficiency.
- Users value the **flexible reporting features** of ScaleXP, enhancing clarity and efficiency in financial data management.

##### Cons

- Users experience occasional **syncing issues** with ScaleXP, leading to frustration during rapid updates with Xero.
- Users find the **inefficient reporting** of ScaleXP requires upfront investment, but support helps ease the learning curve.
- Users find the **learning curve steep** but appreciate helpful support; the investment is worth it for advanced usage.
- Users experience **long delays** when syncing with Xero, causing frustration during time-sensitive updates.
- Users note a need for **improved reporting** capabilities in ScaleXP to enhance usability and effectiveness.

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

**["ScaleXP: The Best SaaS Metrics Platform bar none!"](https://www.g2.com/survey_responses/scalexp-review-12346003)**

**Rating:** 5.0/5.0 stars

_— Fraser P._

[Read full review](https://www.g2.com/survey_responses/scalexp-review-12346003)

**["ERP-Level Reporting on Xero Without the Cost or Complexity"](https://www.g2.com/survey_responses/scalexp-review-12953321)**

**Rating:** 5.0/5.0 stars

_— Madis K._

[Read full review](https://www.g2.com/survey_responses/scalexp-review-12953321)

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

Adriel is a comprehensive AdOps platform designed to assist marketers in managing their advertising operations through no-code reporting and creative intelligence solutions. This platform caters to the needs of brands and agencies seeking to enhance their advertising strategies by providing tools that facilitate real-time data visualization and customizable dashboards. By integrating various data sources, Adriel enables users to optimize their campaigns, maximize their budgets, and ultimately drive growth. Targeted primarily at marketing professionals and agencies, Adriel serves as a vital resource for those looking to streamline their advertising efforts. The platform is particularly beneficial for teams that require a user-friendly interface to generate insights without needing extensive technical expertise. With its no-code approach, users can easily create reports and dashboards tailored to their specific needs, making it an ideal solution for both small businesses and large enterprises. One of the standout features of Adriel is its AI-driven insights, which provide users with actionable data to inform their decision-making processes. This capability allows marketers to identify trends and opportunities within their campaigns, ensuring that they can respond swiftly to changing market conditions. Additionally, the platform offers customizable widgets that enable users to visualize their data in ways that are most relevant to their objectives, enhancing the overall analytical experience. Adriel also excels in its ability to seamlessly map and blend data from various sources, allowing for a comprehensive view of campaign performance. This feature is crucial for marketers who need to consolidate information from different platforms and channels to gain a holistic understanding of their advertising efforts. Furthermore, the proactive alerts system keeps users informed of significant changes or anomalies in their data, enabling them to take immediate action when necessary. In essence, Adriel stands out in the business intelligence and reporting landscape by offering a powerful yet accessible solution for marketers. With its focus on automation, scalability, and hands-on support, it provides a robust framework for businesses looking to enhance their reporting capabilities and drive successful advertising campaigns. By leveraging Adriel's advanced features, brands can ensure they remain competitive in an ever-evolving digital marketplace.

**Average Rating:** 4.5/5.0

**Total Reviews:** 42

#### How Do G2 Users Rate Adriel?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10)
- **Dashboards:** 8.3/10 (Category avg: 9.0/10)
- **Steps to Answer:** 7.5/10 (Category avg: 8.6/10)
- **Formats:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Adriel?

- **Seller:** [Adriel](https://www.g2.com/sellers/adriel)
- **Company Website:** www.adriel.com
- **Year Founded:** 2017
- **HQ Location:** Austin, Texas
- **Twitter:** @AdrielMarketing  
343 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a57886a71342a398d6a8d60cade796ea1420595f6f7550aaf9e23ed9ede7112f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13746025&secure%5Burl_type%5D=linkedin_company_website)  
57 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising
- **Company Size:** 74% Small, 10% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Adriel's **ease of use** invaluable, facilitating efficient reporting and seamless data integration across platforms.
- Users find Adriel's **easy reporting** features practical, saving time and enhancing their analytics tracking experience.
- Users value the **seamless data integration** of Adriel, enhancing efficiency in tracking and analyzing marketing performance.
- Users value the **streamlined reporting** of Adriel, which consolidates data for easier analysis and client communication.
- Users value the **outstanding customer support** from Adriel, finding it easy to get help when needed.

##### Cons

- Users find the **missing features** of Adriel challenging, complicating connections and tracking some essential metrics.
- Users experience **query issues** with data accuracy and dashboard glitches, requiring manual checks and adjustments.
- Users find the **complex setup** process cumbersome, leading to frustrations with connecting to various platforms and templates.
- Users report a **difficult setup** , with lengthy processes and connection issues complicating their initial experience.
- Users face **glitches and erroneous data** that can complicate the dashboard experience, requiring manual verification at times.

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

**["Highly Customizable Reports with Powerful Calculated Metrics"](https://www.g2.com/survey_responses/adriel-review-12994044)**

**Rating:** 4.0/5.0 stars

_— Luke R._

[Read full review](https://www.g2.com/survey_responses/adriel-review-12994044)

**["Simplifies Lead Management with Seamless Google Integration"](https://www.g2.com/survey_responses/adriel-review-12241629)**

**Rating:** 4.0/5.0 stars

_— Joseph J._

[Read full review](https://www.g2.com/survey_responses/adriel-review-12241629)

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

- [What is Adriel used for?](https://www.g2.com/discussions/what-is-adriel-used-for) - 1 comment, 1 upvote

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

Reportei is a cloud-based platform built for marketing teams and agencies to centralize data, automate reporting, and deliver clear, professional insights. Connect tools like Google Ads, Meta Ads, Google Analytics, and HubSpot to transform scattered data into organized, easy-to-read dashboards — all in one place. Create reports in minutes using ready-to-use templates, automate your workflow, and present results your clients will actually understand.

**Average Rating:** 4.6/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate Reportei?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10)
- **Dashboards:** 9.0/10 (Category avg: 9.0/10)
- **Steps to Answer:** 9.0/10 (Category avg: 8.6/10)
- **Formats:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Reportei?

- **Seller:** [Reportei](https://www.g2.com/sellers/reportei)
- **Year Founded:** 2015
- **HQ Location:** Juiz de Fora, Minas Gerais
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=097b7da8bb7b83346b707a727450bf846f8f3bc79f2b84ebc96c196157be5ecd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Freportei%2F&secure%5Burl_type%5D=linkedin_company_website)  
28 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising
- **Company Size:** 90% Small, 10% Medium

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

**["Best experience to gain time and show results"](https://www.g2.com/survey_responses/reportei-review-9024805)**

**Rating:** 4.5/5.0 stars

_— Tomas R._

[Read full review](https://www.g2.com/survey_responses/reportei-review-9024805)

**["Easy Setup and Unified Multi-Platform Data Tracking"](https://www.g2.com/survey_responses/reportei-review-12485882)**

**Rating:** 5.0/5.0 stars

_— Brittany R._

[Read full review](https://www.g2.com/survey_responses/reportei-review-12485882)

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

- [What is Reportei used for?](https://www.g2.com/discussions/what-is-reportei-used-for) - 2 comments

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

Redash is an open-source data visualization and business intelligence platform that empowers organizations to connect, query, and visualize data from multiple sources. Designed for both technical and non-technical users, Redash simplifies data exploration and sharing, enabling teams to make informed, data-driven decisions. Its intuitive interface allows users to write SQL queries, create interactive dashboards, and share insights seamlessly across departments. By supporting a wide range of data sources and offering flexible deployment options, Redash provides a cost-effective solution for businesses seeking to enhance their analytics capabilities without the complexity of traditional BI tools. Key Features and Functionality: - Query Editor: Compose SQL and NoSQL queries with a schema browser and auto-complete functionality, facilitating efficient data exploration. - Data Source Integration: Connect to over 30 data sources, including MySQL, PostgreSQL, Google Sheets, and more, enabling comprehensive data analysis. - Visualizations and Dashboards: Create a variety of visualizations such as charts, pivot tables, and maps, and combine them into interactive dashboards for a holistic view of data. - Collaboration and Sharing: Share visualizations and dashboards via URLs or embed them in other platforms, promoting collaboration and transparency within teams. - Scheduled Refreshes and Alerts: Automate data updates at defined intervals and set up alerts to be notified of specific data changes, ensuring timely insights. - REST API: Access and extend Redash's functionality programmatically, integrating it seamlessly into existing workflows. Primary Value and Problem Solved: Redash democratizes data access within organizations by providing a user-friendly platform for querying and visualizing data from diverse sources. It addresses the challenge of siloed data by enabling users to aggregate and analyze information without extensive technical expertise. By offering an open-source, cost-effective solution, Redash eliminates the need for expensive proprietary BI tools, making data-driven decision-making accessible to businesses of all sizes. Its collaborative features ensure that insights are easily shared, fostering a data-centric culture and enhancing overall organizational efficiency.

**Average Rating:** 4.3/5.0

**Total Reviews:** 44

#### How Do G2 Users Rate Redash?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Redash?

- **Seller:** [Redash Ltd.](https://www.g2.com/sellers/redash-ltd)
- **Year Founded:** 2015
- **HQ Location:** N/A
- **Twitter:** @getredash  
1,113 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c86f412f56c5427fb7ff81af3943b1218180f75b3710b27ffa2fe4014e11b8d5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10676275%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 50% Medium, 36% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **intuitive data visualization capabilities** of Redash, enhancing their data understanding and reporting processes.
- Users love the **unlimited customization** options in Redash, enhancing their data visualization and reporting experience.
- Users value the **extensive integration capabilities** of Redash, allowing seamless connections to various data sources for effective visualization.
- Users appreciate the **user-friendly interface** of Redash, making data visualization and querying a breeze.
- Users value the **speed and efficiency** of Redash, enabling quick downloads of large datasets seamlessly.

##### Cons

- Users struggle with **error handling** in Redash, facing performance issues and null results with large datasets.
- Users find **missing features** in Redash, especially regarding real-time data handling and query management limitations.
- Users find Redash's **complex data modeling capabilities limited** , especially for advanced analytics and large datasets.
- Users often face **complexity in navigation** due to Redash's limited and challenging documentation.
- Users face **integration issues** with Redash, especially regarding real-time data visualization and streaming capabilities.

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

**["Redash makes it easier!"](https://www.g2.com/survey_responses/redash-review-10815194)**

**Rating:** 5.0/5.0 stars

_— Roswil B._

[Read full review](https://www.g2.com/survey_responses/redash-review-10815194)

**["Have been using Redash to get the required for my job"](https://www.g2.com/survey_responses/redash-review-10768818)**

**Rating:** 4.5/5.0 stars

_— Arbaaz Ameen K._

[Read full review](https://www.g2.com/survey_responses/redash-review-10768818)

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

- [What is Metabase used for?](https://www.g2.com/discussions/redash-what-is-metabase-used-for)
- [Is redash open source?](https://www.g2.com/discussions/is-redash-open-source) - 1 comment
- [What database does redash use?](https://www.g2.com/discussions/what-database-does-redash-use)
- [What is redash tool?](https://www.g2.com/discussions/what-is-redash-tool)

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

Jet Analytics is a complete data preparation, automation and modeling solution designed for business users to easily build visually stunning reports and dashboards inside Excel or Microsoft Power BI. While accessing your dashboards on the web or from a mobile device, you can quickly identify trends, spot anomalies, and fix problems from anywhere.

**Average Rating:** 4.5/5.0

**Total Reviews:** 26

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

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10)
- **Dashboards:** 9.2/10 (Category avg: 9.0/10)
- **Steps to Answer:** 9.1/10 (Category avg: 8.6/10)
- **Formats:** 9.0/10 (Category avg: 8.6/10)

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

- **Seller:** [insightsoftware](https://www.g2.com/sellers/insightsoftware-f6b45d26-bff9-4340-b3b7-a2076e7bb544)
- **Year Founded:** 2018
- **HQ Location:** Raleigh, North Carolina
- **Twitter:** @insightsoftware  
801 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45f57ff92573350df6bcd9e91da2f2601481ee9a56e0e314a016ec9e1f20e11f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foutcomes-by-insightsoftware%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,266 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 63% Medium, 22% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **easy integrations** of Jet Analytics, enhancing reporting and analysis without a steep learning curve.
- Users praise the **seamless implementation** of Jet Analytics, enabling quick report building and efficient data integration.
- Users value the **seamless integrations** of Jet Analytics with various platforms, enhancing reporting efficiency and accessibility.
- Users praise the **setup ease** of Jet Analytics, enabling quick report creation without a steep learning curve.
- Users value the **time-saving features** of Jet Analytics, allowing efficient reporting and data orchestration across departments.

##### Cons

- Users find the **complex setup** of Jet Analytics challenging, typical for tools of this nature but still cumbersome.
- Users find the **learning curve steep** , as advanced features demand technical knowledge that can challenge newcomers.
- Users feel that **licensing costs are high** , particularly challenging for smaller teams and less technically skilled individuals.

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

**["Centralizes Data and Streamlines Reporting"](https://www.g2.com/survey_responses/jet-analytics-review-12984629)**

**Rating:** 4.5/5.0 stars

_— George M._

[Read full review](https://www.g2.com/survey_responses/jet-analytics-review-12984629)

**["Powerful On-Premise Data Integration and Reporting with Jet"](https://www.g2.com/survey_responses/jet-analytics-review-13162683)**

**Rating:** 5.0/5.0 stars

_— Steve H._

[Read full review](https://www.g2.com/survey_responses/jet-analytics-review-13162683)

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

- [What is Jet Reports in Navision?](https://www.g2.com/discussions/jet-analytics-what-is-jet-reports-in-navision) - 1 comment
- [What is Jet Reports in Navision?](https://www.g2.com/discussions/what-is-jet-reports-in-navision) - 1 comment
- [What is Insightsoftware?](https://www.g2.com/discussions/what-is-insightsoftware) - 1 comment
- [How much does jet Analytics cost?](https://www.g2.com/discussions/how-much-does-jet-analytics-cost) - 1 comment
- [What is Jet Analytics?](https://www.g2.com/discussions/what-is-jet-analytics) - 1 comment

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

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

**Average Rating:** 4.2/5.0

**Total Reviews:** 281

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

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.0/10)
- **Dashboards:** 10.0/10 (Category avg: 9.0/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.6/10)
- **Formats:** 7.5/10 (Category avg: 8.6/10)

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

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

#### Who Uses This Product?

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

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

_AI-generated summary from verified user reviews_

##### Pros

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

##### Cons

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

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

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

**Rating:** 5.0/5.0 stars

_— Arpit S._

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

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

**Rating:** 5.0/5.0 stars

_— Abhinandan J._

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

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

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

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

HardMetrics optimizes sales, service and operations with business intelligence and operational analytics solutions. We transform enterprise data into actionable information that drives profitability, improves efficiency, and enhances customer satisfaction.

**Average Rating:** 4.3/5.0

**Total Reviews:** 22

#### How Do G2 Users Rate Qeymetrics?

- **Has the product been a good partner in doing business?:** 7.2/10 (Category avg: 9.0/10)
- **Dashboards:** 9.0/10 (Category avg: 9.0/10)
- **Steps to Answer:** 8.7/10 (Category avg: 8.6/10)
- **Formats:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Qeymetrics?

- **Seller:** [iQor](https://www.g2.com/sellers/iqor)
- **Year Founded:** 1998
- **HQ Location:** St. Petersburg, FL
- **Twitter:** @iQor  
2,950 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad099590c4a5ec3321c1974f7b30c21c594a70c931219130539132833b43d607&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fiqor&secure%5Burl_type%5D=linkedin_company_website)  
25,761 employees on LinkedIn®
- **Phone:** 800-811-4214

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 61% Small, 26% Medium

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

**["The future of Data Analytics"](https://www.g2.com/survey_responses/qeymetrics-review-8934560)**

**Rating:** 4.0/5.0 stars

_— Vanshika B._

[Read full review](https://www.g2.com/survey_responses/qeymetrics-review-8934560)

**["Review on qeymetrics"](https://www.g2.com/survey_responses/qeymetrics-review-8874411)**

**Rating:** 5.0/5.0 stars

_— Mohana P._

[Read full review](https://www.g2.com/survey_responses/qeymetrics-review-8874411)

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

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

### [Versium REACH](https://www.g2.com/products/versium-reach/reviews)

Versium REACH is a B2B2C marketing data platform that helps marketers find, enrich, and activate the right audiences — faster and with greater accuracy than traditional data providers. Versium REACH cab append 100+ consumer and business attributes to your contact lists, dramatically improving match rates across paid media and contact rates across email, SMS, direct mail, and more. Customers see up to a 520% improvement in match rates, enabling better targeting, less wasted spend, and more pipeline from every campaign. Built for modern marketing stacks, the Versium REACH MCP Server is AI-compatible, and robust Versium APIs integrate with the tools your team already uses. What Versium REACH helps you do: -Enrich and cleanse contact lists at scale -Improve custom online audience match rates across ad platforms -Activate AI-ready data pipelines for smarter workflows -Connect business and consumer personas with identity resolution

**Average Rating:** 4.8/5.0

**Total Reviews:** 38

#### How Do G2 Users Rate Versium REACH?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Dashboards:** 8.9/10 (Category avg: 9.0/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.6/10)
- **Formats:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Versium REACH?

- **Seller:** [Versium](https://www.g2.com/sellers/versium)
- **Company Website:** versium.com
- **Year Founded:** 2012
- **HQ Location:** Redmond, WA
- **Twitter:** @versiumsocial  
734 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cbe65eb39647e457296634fdbb2e2c2d8a7a1f966834766dd31c7940363fdeb0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2913619%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Real Estate, Information Technology and Services
- **Company Size:** 61% Small, 42% Medium

#### What Do G2 Reviewers Say About Versium REACH?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **high accuracy** of Versium REACH, appreciating its effective field mapping and ease of use.
- Users commend the **accurate data** provided by Versium REACH, praising its ease of use and high matching rate.
- Users value the **affordability** of Versium REACH, especially for small batch appends and cost-effective pre-buy credits.
- Users value the **automation features** of Versium REACH, enabling efficient data appends and competitive advantages.
- Users value the **accurate contact information** provided by Versium REACH, enhancing their competitive advantage in data appending.

#### What Are Recent G2 Reviews of Versium REACH?

**["Comprehensive Data Enrichment with Exceptional Support"](https://www.g2.com/survey_responses/versium-reach-review-12968299)**

**Rating:** 4.5/5.0 stars

_— Rob T._

[Read full review](https://www.g2.com/survey_responses/versium-reach-review-12968299)

**["Effortless Integration with Impressive Data Accuracy"](https://www.g2.com/survey_responses/versium-reach-review-12841688)**

**Rating:** 5.0/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/versium-reach-review-12841688)

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[Browse Data Visualization Themes](/categories/data-visualization-tools/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated June 24, 2026

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

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