Best Embedded Business Intelligence Software for Small Business - Page 3

How Many Embedded Business Intelligence Software Products Does G2 Track?

Total Products under this Category: 177

Category Stats (Oct 2026)

  • Average Rating: 4.45/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cube (+2.46%) - Among all products in this category, Cube recorded the largest rating increase compared to last month

Last updated: October 18, 2026

How Does G2 Rank Embedded Business Intelligence Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 18,700+ Authentic Reviews
  • 177+ Products
  • Unbiased Rankings

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

G2 Grid® for Embedded Business Intelligence Software

G2 Grid® for Embedded Business Intelligence Software plotting products by satisfaction and market presence

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

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

Simba Embedded Analytics

Simba Embedded Analytics helps software teams and enterprises embed analytics directly into customer-facing products and internal applications while retaining control over the user experience, branding, security, and deployment. The platform includes three independently deployable modules: Self-Service Analytics for governed exploration, Custom Analytics for tailored dashboards and interactive experiences, and Pixel-Perfect Reporting for precise, high-volume document generation. Iframe-less embedding through open APIs, white-labeling, and multi-tenant support lets analytics behave as part of the surrounding application rather than a separate BI workspace. Deploy on-premises, in private cloud, or hybrid for regulated, data-sensitive, and cloud repatriation use cases. Simba Agentic Intelligence extends the architecture with governed AI at the semantic layer, allowing AI and self-service experiences to share business definitions, governance, and access controls. Simba Embedded Analytics helps teams embed analytics and AI into products and internal applications. • Self-Service, Custom Analytics, and Pixel-Perfect Reporting • Iframe-less embedding, open APIs, and white-labeling • Single or multi-tenant deployment • On-premises, private cloud, or hybrid • Governed AI through Simba Agentic Intelligence • Regulated and cloud repatriation use cases Build tailored analytics without forcing users into a separate BI workspace.

Average Rating: 4.3/5.0

Total Reviews: 398

How Do G2 Users Rate Simba Embedded Analytics?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.0/10)
  • Steps to Answer: 7.9/10 (Category avg: 8.3/10)
  • Reports Interface: 8.2/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Simba Embedded Analytics?

  • Seller: insightsoftware
  • Year Founded: 2018
  • HQ Location: Raleigh, North Carolina
  • Twitter: @insightsoftware
    801 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,281 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager, Business Intelligence Developer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Medium, 30% Small

What Do G2 Reviewers Say About Simba Embedded Analytics?

AI-generated summary from verified user reviews

Pros
  • Users value the dashboard customization in Logi Symphony, enhancing usability and streamlining BI project development.
  • Users value the ease of use of Logi Symphony, enhancing productivity in developing BI projects efficiently.
  • Users love the intuitive design of Logi Symphony, enhancing productivity in their BI project development.
  • Users praise the exceptional performance of Logi Symphony, enhancing productivity in BI project development significantly.

What Are Recent G2 Reviews of Simba Embedded Analytics?

What Are G2 Users Discussing About Simba Embedded Analytics?

Mode

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

Average Rating: 4.5/5.0

Total Reviews: 319

How Do G2 Users Rate Mode?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.1/10 (Category avg: 8.3/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Mode?

  • Seller: Mode Analytics, Inc.
  • Year Founded: 2013
  • HQ Location: San Francisco, California
  • Twitter: @ModeAnalytics
    6,658 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    699 employees on LinkedIn®

Who Uses This Product?

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

What Do G2 Reviewers Say About Mode?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface and robust feature tracking, enhancing self-service exploration and data analysis.
  • Users highlight the customization options in Mode, enabling tailored experiences for both analysts and business users.
  • Users find the ease of implementation with Mode's SSO functionality enhances accessibility and efficiency across the organization.
  • Users appreciate the ease of use in Mode, benefiting from a clean UI and role-based features for all.
  • Users value the efficiency of Mode, benefiting from clear visibility and streamlined data analysis for all roles.
Cons
  • Users find the complex setup challenging for non-technical users, requiring significant admin support for authentication.
  • Users find complex usage a barrier, especially for less technical users needing significant admin support for onboarding.
  • Users find that on-boarding less technical users is challenging, as it requires substantial admin support for data integration.
  • Users find difficult learning curves for onboarding less technical users, requiring admin support for effective integration.
  • Users find initial difficulty in onboarding less technical users, requiring substantial support for effective integration.

What Are Recent G2 Reviews of Mode?

Qrvey

Qrvey is an embedded analytics solution specializing in multi-tenant analytics for SaaS applications. Qrvey’s goal for product teams is to empower you to build less software and deliver more value. Qrvey is the only embedded analytics solution that includes an analytics layer to connect your data warehouse to your front-end analytics. Qrvey’s approach is different. By including a native data lake, you can scale personalized analytics that your customers will love. All while giving your development team the tools to ship faster and build less.

Average Rating: 4.4/5.0

Total Reviews: 28

How Do G2 Users Rate Qrvey?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.2/10 (Category avg: 8.3/10)
  • Reports Interface: 7.9/10 (Category avg: 8.8/10)
  • Calculated Fields: 7.7/10 (Category avg: 8.6/10)

Who Is the Company Behind Qrvey?

  • Seller: Qrvey
  • Year Founded: 2016
  • HQ Location: Tysons, Virginia
  • Twitter: @qrvey
    463 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    60 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 55% Small, 38% Medium

What Do G2 Reviewers Say About Qrvey?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the user-friendly interface of Qrvey, making data analysis and dashboard creation simple and efficient.
  • Users value the embedded analytics capabilities of Qrvey for effective data access and decision-making.
  • Users value the automation capabilities of Qrvey, streamlining reporting tasks and enhancing overall efficiency in analytics.
  • Users appreciate the remarkable efficiency of Qrvey in facilitating faster decision-making through comprehensive data analysis.
  • Users appreciate the user-friendly interface of Qrvey, enhancing accessibility and ease of navigation for their analytics needs.
Cons
  • Users find the learning curve steep for some features, complicating onboarding and usage for new users.
  • Users find complex usage challenging, highlighting difficulties in setup, learning curve, and necessary technical knowledge.
  • Users find Qrvey's confusing pricing to be a barrier, impacting budgeting and overall user experience.
  • Users struggle with the difficulties of customization, finding complex setups and inadequate support hinder their experiences.
  • Users feel that Qrvey's pricing is expensive and lacks transparency, making budgeting and planning more challenging.

What Are Recent G2 Reviews of Qrvey?

What Are G2 Users Discussing About Qrvey?

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Plotly Dash Enterprise

Dash is the trusted solution for operationalizing Python models, allowing data science teams to focus on data and models, while still producing and deploying enterprise-ready apps. What would typically require a team of back-end developers, front-end developers and IT can all be done with Dash. It enables data science teams to build, design, deploy, and securely manage data-driven applications that align with your business goals. Companies can deliver on their data, analytic, and AI initiatives quickly and effectively -- no JavaScript, CSS, CronJobs or DevOps required.

Average Rating: 4.8/5.0

Total Reviews: 36

How Do G2 Users Rate Plotly Dash Enterprise?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.0/10)
  • Steps to Answer: 7.9/10 (Category avg: 8.3/10)
  • Reports Interface: 8.5/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Plotly Dash Enterprise?

  • Seller: Plotly
  • Year Founded: 2013
  • HQ Location: Montréal, CA
  • Twitter: @plotlygraphs
    41,308 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    103 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 47% Small, 31% Large

What Do G2 Reviewers Say About Plotly Dash Enterprise?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy charting features of Plotly Dash Enterprise, enabling beautiful visualizations without coding.
  • Users appreciate the coding ease of Plotly Dash Enterprise, simplifying the creation of stunning visualizations effortlessly.
  • Users appreciate the excellent customer support of Plotly Dash Enterprise, enhancing their overall experience and productivity.
  • Users appreciate the ease of dashboard management in Plotly Dash Enterprise, creating efficient visualizations effortlessly.
  • Users love the user-friendly data visualization features of Plotly Dash Enterprise, enabling stunning dashboards effortlessly.

What Are Recent G2 Reviews of Plotly Dash Enterprise?

What Are G2 Users Discussing About Plotly Dash Enterprise?

ClicData

ClicData is a cloud-based data platform that spans multiple product categories: Business Intelligence, ETL, Data Warehousing and Data Lakehouse, Data Visualization, Embedded Analytics, and AI-powered Analytics. It is built to support the full data lifecycle: from ingestion and storage to transformation, visualization, and distribution within a single environment, extended with native AI capabilities and an MCP (Model Context Protocol) server for programmatic AI integration. Mid-market companies use ClicData to consolidate data workflows that would otherwise require separate tools for each stage. The platform is used across industries including retail, healthcare, media, manufacturing, and public services, by both centralized data teams and operational groups managing their own reporting needs. Core Capabilities - Connecting to databases, cloud applications, APIs, and flat files through a library of pre-built connectors - Storing and organizing data in an integrated data warehouse and data lake structure - Cleaning and transforming data using no-code ETL interfaces or SQL - Building dashboards and reports using a drag-and-drop editor or an AI dashboard builder that generates interactive, fully functional dashboards from plain-language prompts - Asking questions about your data in natural language with Ask AI: get instant answers, trend summaries, and data explanations directly inside ClicData, no query language required -Detecting anomalies and surfacing forecasts automatically, with AI-assisted insights embedded directly in dashboards and alerts -Scheduling data refreshes, automating alerts, and delivering reports on defined triggers - Embedding dashboards into third-party platforms or client-facing applications - Extending analysis with Python scripts for statistical modeling or machine learning workflows - Connecting external AI agents and tools via ClicData's MCP server, enabling AI assistants and automation workflows to query, manage, and act on ClicData resources programmatically For Leadership and Business Leaders ClicData provides a governed environment where data from multiple sources can be consolidated and made available across teams. It reduces dependency on ad hoc data requests by giving team leads and operational teams direct access to up-to-date dashboards and reports. AI is built into the platform, not bolted on. Ask AI lets business leaders pose plain-language questions directly to their data and receive instant, contextual answers without waiting on an analyst. Anomaly detection and automated alerting mean leadership is notified of significant changes in key metrics the moment they occur, with no manual monitoring required. For Data Practitioners Data engineers and analysts can manage the full pipeline: ingestion, transformation, modeling, and delivery without switching between tools. ClicData supports both no-code and SQL or Python-based transformation, version-controlled data flows, and predictive model development. AI capabilities are deeply integrated at the pipeline level: practitioners can embed automated data quality checks, predictive models, and AI-generated enrichments directly into existing data flows. The MCP server opens a new integration surface: external AI agents, LLM-based workflows, and developer tools can connect to ClicData via the Model Context Protocol to read data, trigger actions, and orchestrate pipelines programmatically, making ClicData a first-class citizen in modern AI-native data stacks. For Operational and Business Users Teams outside of IT can access curated dashboards, apply filters, and work with data that has already been validated upstream. Ask AI surfaces trends, forecasts, and anomalies in plain language, making it possible for non-technical users to act on predictive insights without any analytical expertise. Embedded analytics capabilities allow organizations to surface data, including AI-generated insights, directly within the products or portals their end users already work in, with no separate BI login required. ClicData addresses the common challenge of fragmented data stacks by covering data engineering, storage, analytics, and now AI in one platform. With native Ask AI, an AI dashboard builder, automated anomaly detection, and an MCP server for AI agent integration, ClicData is built for organizations that want intelligence embedded throughout their data workflows, not as an afterthought. It is suited for growing organizations looking to standardize how data is collected, managed, consumed, and acted on across different teams and functions.

Average Rating: 4.5/5.0

Total Reviews: 41

How Do G2 Users Rate ClicData?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.0/10)
  • Steps to Answer: 7.8/10 (Category avg: 8.3/10)
  • Reports Interface: 8.6/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.0/10 (Category avg: 8.6/10)

Who Is the Company Behind ClicData?

  • Seller: ClicData
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Lille, France
  • Twitter: @ClicData
    806 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 55% Small, 31% Medium

What Are Recent G2 Reviews of ClicData?

What Are G2 Users Discussing About ClicData?

Vizzly

Vizzly provides a low-code solution for building customer-facing dashboards, offering the same level of flexibility as an in-house development process with minimal technical overhead required. With Vizzly, you have the capability to connect to any SQL database or API and seamlessly embed the dashboard as a React or Vue component. Since the product is highly extensible through code, you will have complete control over the product and the user experience you create.

Average Rating: 5.0/5.0

Total Reviews: 13

How Do G2 Users Rate Vizzly?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.0/10)
  • Steps to Answer: 10.0/10 (Category avg: 8.3/10)
  • Reports Interface: 9.8/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Vizzly?

  • Seller: Vizzly
  • Year Founded: 2022
  • HQ Location: London, GB
  • Twitter: @TryVizzly
    26 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 92% Small, 8% Medium

What Are Recent G2 Reviews of Vizzly?

Bokeh

Bokeh is a Python based interactive visualization library.

Average Rating: 4.4/5.0

Total Reviews: 38

How Do G2 Users Rate Bokeh?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.0/10)
  • Steps to Answer: 7.4/10 (Category avg: 8.3/10)
  • Reports Interface: 8.6/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Bokeh?

  • Seller: Continuum Analytics
  • Year Founded: 2012
  • HQ Location: Austin, Texas
  • Twitter: @anacondainc
    83,629 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 55% Small, 28% Large

What Are Recent G2 Reviews of Bokeh?

OpenViz

OpenViz is a collection of data visualization and data management techniques that can be integrated into any software solution.

Average Rating: 4.1/5.0

Total Reviews: 17

How Do G2 Users Rate OpenViz?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.5/10 (Category avg: 8.3/10)
  • Reports Interface: 8.5/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind OpenViz?

Who Uses This Product?

  • Company Size: 59% Small, 24% Medium

What Are Recent G2 Reviews of OpenViz?

Orcablue

Orcablue is a fast and intuitive data visualization tool designed to seamlessly embed analytics into platforms. With Orcablue, companies can provide their customers with rich, customizable analytics experiences—ranging from standard reports to fully dedicated analytics portals without waiting. Whether it’s embedding interactive dashboards or delivering detailed insights, Orcablue empowers businesses to offer impactful, real-time analytics directly within their platform with minimal effort and easy customization.

Average Rating: 4.3/5.0

Total Reviews: 24

How Do G2 Users Rate Orcablue?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.0/10)
  • Steps to Answer: 8.3/10 (Category avg: 8.3/10)
  • Reports Interface: 7.5/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Orcablue?

Who Uses This Product?

  • Company Size: 92% Small, 8% Medium

What Do G2 Reviewers Say About Orcablue?

AI-generated summary from verified user reviews

Pros
  • Users praise the responsive customer support of Orcablue, enhancing productivity and simplifying data-driven decisions.
  • Users value the effortless automation of Orcablue, simplifying data management and enhancing productivity significantly.
  • Users rave about the seamless data visualization of Orcablue, enabling effortless analysis and engaging representations.
  • Users praise the powerful BI capabilities of Orcablue, enabling quick insights and efficient data reporting.
  • Users love the easy-to-use reports and graphs that simplify data analysis and decision-making with coworkers.
Cons
  • Users experience a steep learning curve with Orcablue, requiring extra time to fully utilize its tools.
  • Users find the lack of real-time data analytics in Orcablue limiting and detrimental to their analysis workflow.
  • Users face integration issues with Orcablue, making initial setup and customization more challenging than expected.
  • Users report technical issues with Orcablue, including stuck videos and limited support for troubleshooting problems.
  • Users find coding difficulty challenging, particularly when dealing with inconsistent data formats during preparation for analysis.

What Are Recent G2 Reviews of Orcablue?

ZoomCharts

Create complex and interactive data visualizations with minimal input and development time by using a ready-to-go javascript charts library.

Average Rating: 4.1/5.0

Total Reviews: 39

How Do G2 Users Rate ZoomCharts?

  • Has the product been a good partner in doing business?: 7.6/10 (Category avg: 9.0/10)
  • Steps to Answer: 7.6/10 (Category avg: 8.3/10)
  • Reports Interface: 8.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind ZoomCharts?

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 44% Small, 31% Large

What Are Recent G2 Reviews of ZoomCharts?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated