Link copied to clipboard # Embeddable vs GoodData.AI Comparison - What are their main differences? Share [ Export ](/compare/embeddable/gooddata-ai/export.csv) EmbeddableGoodData.AI[+ Add Product](#) Reviews **Embeddable** [ 4.7/5(17) ](https://www.g2.com/products/embeddable/reviews#reviews) **GoodData.AI** [ 4.3/5(617) ](https://www.g2.com/products/gooddata-ai/reviews#reviews) Pricing **Embeddable** Free Trial **Contact Us** Per Month · Unlimited Monthly Subscription **GoodData.AI** Free Trial **Contact Us** · Internal Analytics Professional **Pricing Insights** from reviews Time to Implement **Embeddable** 2 monthsFaster Based on 7 responses **GoodData.AI** 4 months Based on 47 responses Return on Investment **Embeddable** 5 months11 months sooner Based on 7 responses **GoodData.AI** 16 months Based on 31 responses Perceived Cost **Embeddable** Not enough reviews yet **GoodData.AI** $$$$$ Average Discount **Embeddable** Not enough reviews yet **GoodData.AI** 11% ![Embeddable](https://images.g2crowd.com/uploads/product/hd_favicon/77343e50439b89493d56846456500924/embeddable.svg "Embeddable") ![GoodData.AI](https://images.g2crowd.com/uploads/product/hd_favicon/30912f84a54e155c93297e3e1c575973/gooddata-ai.svg "GoodData.AI") G2 offers free advice on this comparison. 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Pros & Cons **Embeddable** [ Ease of Use (7) ](https://www.g2.com/products/embeddable/reviews?filters%5Bsentiment_snippet%5D=1247083&qs=pros-and-cons#reviews)[ Features (7) ](https://www.g2.com/products/embeddable/reviews?filters%5Bsentiment_snippet%5D=1247210&qs=pros-and-cons#reviews)[ Complexity (3) ](https://www.g2.com/products/embeddable/reviews?filters%5Bsentiment_snippet%5D=1247330&qs=pros-and-cons#reviews)[ Learning Curve (3) ](https://www.g2.com/products/embeddable/reviews?filters%5Bsentiment_snippet%5D=1246951&qs=pros-and-cons#reviews) **GoodData.AI** [ Ease of Use (51) ](https://www.g2.com/products/gooddata-ai/reviews?filters%5Bsentiment_snippet%5D=1344915&qs=pros-and-cons#reviews)[ Data Visualization (34) ](https://www.g2.com/products/gooddata-ai/reviews?filters%5Bsentiment_snippet%5D=1345692&qs=pros-and-cons#reviews)[ Learning Curve (27) ](https://www.g2.com/products/gooddata-ai/reviews?filters%5Bsentiment_snippet%5D=1344280&qs=pros-and-cons#reviews)[ Missing Features (19) ](https://www.g2.com/products/gooddata-ai/reviews?filters%5Bsentiment_snippet%5D=1344345&qs=pros-and-cons#reviews) Integrations **Embeddable** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-athena.jpg "Product Avatar Image") Amazon Athena ](https://www.g2.com/products/amazon-athena/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_39db3a7eff6734167f038262c985d357/amcharts.png "Product Avatar Image") amCharts ](https://www.g2.com/products/amcharts/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_4c82924bf37fb0c0c2cf8d7f5cc68986/angular-dev-angular.jpg "Product Avatar Image") Angular ](https://www.g2.com/products/angular-dev-angular/reviews)[ View all ](https://www.g2.com/products/embeddable/integrations) **GoodData.AI** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d6b6650425eafc5c72f230cad744ad29/adobe-marketo-engage.png "Product Avatar Image") Adobe Marketo Engage ](https://www.g2.com/products/adobe-marketo-engage/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_ac3680c23e6affacd0055e6c85bdc0fe/mind-it-systems-custom-web-application-development.png "Product Avatar Image") Custom Web Application... ](https://www.g2.com/products/mind-it-systems-custom-web-application-development/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_de2aec2900c83942b05e5256568f5444/fivetran.jpg "Product Avatar Image") Fivetran ](https://www.g2.com/products/fivetran/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_db11aab8ccb63f5742949ab9955e36bf/google-analytics.png "Product Avatar Image") Google Analytics ](https://www.g2.com/products/google-analytics/reviews)[ View all ](https://www.g2.com/products/gooddata-ai/integrations) Screenshots **Embeddable** ![Embeddable screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1481250/PH-2-Value-Prop.png) **GoodData.AI** ![GoodData.AI screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1719970/IMG-1.jpg) Ratings Meets Requirements **Embeddable** 8.9 8.915 **GoodData.AI** 8.4 8.4487 Ease of Use **Embeddable** 9.1 9.116 **GoodData.AI** 8.4 8.4450 Ease of Setup **Embeddable** 8.9 8.915 **GoodData.AI** 8.0 8.0391 Ease of Admin **Embeddable** 8.6 8.612 **GoodData.AI** 7.5 7.5267 Quality of Support **Embeddable** 9.0 9.015 **GoodData.AI** 8.8 8.8393 Has the product been a good partner in doing business? **Embeddable** 9.4 9.412 **GoodData.AI** 8.4 8.4244 Product Direction (% positive) **Embeddable** 9.2 9.215 **GoodData.AI** 7.6 7.6483 Features Business Intelligence[Hide 85 FeaturesShow 85 Features](javascript:void(0);) 8.7 13 8.2 417 Reports Reports Interface 8.9(won by 0.3) 12 8.6 306 | Verified Steps to Answer 8.3(tied score) 12 8.3(tied score) 280 | Verified Graphs and Charts 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 303 | Verified Score Cards 8.8(won by 0.4) 12 8.4 270 | Verified Dashboards 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 313 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Self Service Calculated Fields 8.9(won by 0.7) 12 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 287 | Verified Data Column Filtering 9.0(won by 0.3) 12 8.7 289 | Verified Data Discovery 8.5(won by 0.1) 12 8.4 276 | Verified Search 8.0(won by 0.2) 11 7.8 262 Collaboration / Workflow 8.9(won by 0.9) 12 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 270 | Verified Automodeling 7.7 11 7.8(won by 0.1) 243 Natural Language Search Not enough data Not enough data Visual Discovery Not enough data Not enough data Data Blending Not enough data Not enough data Data Blending Not enough data Not enough data Advanced Analytics Predictive Analytics Not enough data 7.7(won by default) 244 | Verified Data Visualization Not enough data 8.6(won by default) 297 | Verified Big Data Services Not enough data 8.1(won by default) 256 | Verified Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Building Reports Data Transformation 8.5(won by 0.8) 8 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.7 200 | Verified Data Modeling 9.3(won by 1.5) 9 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.8 200 | Verified WYSIWYG Report Design 8.5(won by 0.4) 8 8.1 192 | Verified Integration APIs 9.5(won by 1.6) 10 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 173 | Verified Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Platform Mobile User Support Not enough data Not enough data Customization Not enough data Not enough data User, Role, and Access Management Not enough data Not enough data Internationalization Not enough data Not enough data Sandbox / Test Environments Not enough data Not enough data Performance and Reliability Not enough data Not enough data Breadth of Partner Applications Not enough data Not enough data Mobile Access Not enough data Not enough data Metadata Management Not enough data Not enough data Additional Functionality Customizable Branding Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Extraction Not enough data Not enough data AI Copilot Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Publishing/Sharing Not enough data Not enough data Collaboration Tools Not enough data Not enough data Strategic Planning Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Trend Analysis Not enough data Not enough data Text Analysis Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Data Synchronization Not enough data Not enough data Widgets Not enough data Not enough data Benchmarking Not enough data Not enough data Performance Metrics Not enough data Not enough data Data Mapping Not enough data Not enough data Generative AI Not enough data Not enough data Trend/Problem Indicators Not enough data Not enough data Customizable Templates Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Data Import/Export Not enough data Not enough data Profitability Analysis Not enough data Not enough data OLAP Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Search/Filter Not enough data Not enough data Drag & Drop Not enough data Not enough data Data Connectors Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Key Performance Indicators Not enough data Not enough data Dashboard Creation Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Data Mining Not enough data Not enough data Forecasting Not enough data Not enough data Ad hoc Query Not enough data Not enough data Embedded Business Intelligence[Hide 74 FeaturesShow 74 Features](javascript:void(0);) 8.5 13 8.2 416 Reports Reports Interface 8.9(won by 0.3) 12 8.6 306 | Verified Steps to Answer 8.3(tied score) 12 8.3(tied score) 280 | Verified Graphs and Charts 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 303 | Verified Score Cards 8.8(won by 0.4) 12 8.4 270 | Verified Dashboards 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 313 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Self Service Calculated Fields 8.9(won by 0.7) 12 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 287 | Verified Data Column Filtering 9.0(won by 0.3) 12 8.7 289 | Verified Data Discovery 8.5(won by 0.1) 12 8.4 276 | Verified Search 8.0(won by 0.2) 11 7.8 262 Collaboration / Workflow 8.9(won by 0.9) 12 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 270 | Verified Automodeling 7.7 11 7.8(won by 0.1) 243 Natural Language Search Not enough data Not enough data Visual Discovery Not enough data Not enough data Data Blending Not enough data Not enough data Data Blending Not enough data Not enough data Building Reports Data Transformation 8.5(won by 0.8) 8 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.7 200 | Verified Data Modeling 9.3(won by 1.5) 9 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.8 200 | Verified WYSIWYG Report Design 8.5(won by 0.4) 8 8.1 192 | Verified Integration APIs 9.5(won by 1.6) 10 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 173 | Verified Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Additional Functionality Generative AI Not enough data Not enough data AI Copilot Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Mobile Reporting Not enough data Not enough data Data Mapping Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Forecasting Not enough data Not enough data Customizable Branding Not enough data Not enough data Charting Not enough data Not enough data Customization Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Workflow Management Not enough data Not enough data Collaboration Tools Not enough data Not enough data Ad hoc Query Not enough data Not enough data Data Extraction Not enough data Not enough data Data Synchronization Not enough data Not enough data Application Development Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Geographic Maps Not enough data Not enough data Widgets Not enough data Not enough data SSL Security Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Self-service Analytics Not enough data Not enough data Ad hoc Analysis Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Integration into Third Party Applications Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Visual Workflow Management Not enough data Not enough data Visual Analytics Not enough data Not enough data Single Sign On Not enough data Not enough data Trend Analysis Not enough data Not enough data Predictive Analytics Not enough data Not enough data Data Visualization Not enough data Not enough data Data Connectors Not enough data Not enough data Benchmarking Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Streaming Analytics Not enough data Not enough data Mobile Access Not enough data Not enough data Drag & Drop Not enough data Not enough data Dashboard Creation Not enough data Not enough data Data Visualization[Hide 83 FeaturesShow 83 Features](javascript:void(0);) 8.2 13 Not enough data Reports Reports Interface 8.9(won by 0.3) 12 8.6 306 | Verified Steps to Answer 8.3(tied score) 12 8.3(tied score) 280 | Verified Graphs and Charts 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 303 | Verified Score Cards 8.8(won by 0.4) 12 8.4 270 | Verified Dashboards 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 313 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Reports Reports Interface 9.1(won by default) 9 Not enough data Share Reports 6.9(won by default) 9 Not enough data Steps to Answer 8.7(won by default) 9 Not enough data Generative AI AI Text Generation 5.5(won by default) 7 Not enough data AI Text Summarization 5.5(won by default) 7 Not enough data Generative AI Not enough data Not enough data Visualization Graphs and Charts 8.7(won by default) 9 Not enough data Score Cards 8.9(won by default) 9 Not enough data Dashboards 8.7(won by default) 10 Not enough data Formats 8.5(won by default) 10 Not enough data Mobile Dashboards Not enough data Not enough data Public Dashboards Not enough data Not enough data Private Dashboards Not enough data Not enough data Data Updates Historical Snapshots 8.0(won by default) 9 Not enough data Real-Time Updating 8.7(won by default) 10 Not enough data Collaboration Sharing 8.7(won by default) 9 Not enough data Co-Editing 8.7(won by default) 9 Not enough data Devices 8.0(won by default) 9 Not enough data Data Updates Historical Snapshots 7.8(won by default) 9 Not enough data Real-Time Updating 8.7(won by default) 9 Not enough data Scheduled/Automated Reports 6.9(won by default) 9 Not enough data Customizable Reports Not enough data Not enough data Predictive Analytics Not enough data Not enough data Data Management Not enough data Not enough data Real-Time Data Not enough data Not enough data Additional Functionality KPI Monitoring Not enough data Not enough data Secure Data Storage Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Data Visualization Not enough data Not enough data Single Sign On Not enough data Not enough data Natural Language Search Not enough data Not enough data Search/Filter Not enough data Not enough data Alerts/Notifications Not enough data Not enough data AI Copilot Not enough data Not enough data Real-Time Notifications Not enough data Not enough data Collaboration Tools Not enough data Not enough data Widgets Not enough data Not enough data Performance Metrics Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Activity Tracking Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Customizable Branding Not enough data Not enough data Data Aggregation Not enough data Not enough data Dashboard Creation Not enough data Not enough data Data Connectors Not enough data Not enough data Customizable Templates Not enough data Not enough data Data Synchronization Not enough data Not enough data API Not enough data Not enough data Forecasting Not enough data Not enough data Interactive Elements Not enough data Not enough data Single Page View Not enough data Not enough data Data Import/Export Not enough data Not enough data Drag & Drop Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Trend Analysis Not enough data Not enough data Workflow Management Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Functions/Calculations Not enough data Not enough data Historical Reporting Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Visual Discovery Not enough data Not enough data Real-Time Updates Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Data Mapping Not enough data Not enough data Relational Display Not enough data Not enough data Visual Analytics Not enough data Not enough data OLAP Not enough data Not enough data Ad hoc Query Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Analytics Platforms[Hide 136 FeaturesShow 136 Features](javascript:void(0);) Not enough data 8.4 464 Reports Reports Interface 8.9(won by 0.3) 12 8.6 306 | Verified Steps to Answer 8.3(tied score) 12 8.3(tied score) 280 | Verified Graphs and Charts 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 303 | Verified Score Cards 8.8(won by 0.4) 12 8.4 270 | Verified Dashboards 9.1(won by 0.5) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 313 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Data Preparation Connectors Not enough data 8.2(won by default) 198 | Verified Data Governance Not enough data 8.2(won by default) 191 | Verified Data Modeling and Blending Data Querying Not enough data 8.1(won by default) 227 | Verified Data Filtering Not enough data 8.4(won by default) 243 | Verified Data Blending Not enough data 8.1(won by default) 208 | Verified Data Capture and Transfer Not enough data Not enough data Generative AI AI Text Generation Not enough data 7.6(won by default) 115 AI Text Summarization Not enough data 7.6(won by default) 112 Generative AI Not enough data Not enough data Agentic AI - Analytics Platforms Autonomous Task Execution Not enough data 8.5(won by default) 28 Multi-step Planning Not enough data 9.0(won by default) 26 Cross-system Integration Not enough data 8.3(won by default) 25 Adaptive Learning Not enough data 8.8(won by default) 26 Natural Language Interaction Not enough data 8.8(won by default) 27 Proactive Assistance Not enough data 9.1(won by default) 27 Decision Making Not enough data 8.5(won by default) 25 Third-Party Integrations Not enough data Not enough data Self Service Calculated Fields 8.9(won by 0.7) 12 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 287 | Verified Data Column Filtering 9.0(won by 0.3) 12 8.7 289 | Verified Data Discovery 8.5(won by 0.1) 12 8.4 276 | Verified Search 8.0(won by 0.2) 11 7.8 262 Collaboration / Workflow 8.9(won by 0.9) 12 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 270 | Verified Automodeling 7.7 11 7.8(won by 0.1) 243 Natural Language Search Not enough data Not enough data Visual Discovery Not enough data Not enough data Data Blending Not enough data Not enough data Data Blending Not enough data Not enough data Deployment & Integration - Analytics Platforms No-code Dashboard Builder Not enough data 9.0(won by default) 24 Report Scheduling and Automation Not enough data 8.7(won by default) 26 Embedded Analytics and White-labeling Not enough data 9.0(won by default) 29 Data Source Connectivity Not enough data 8.8(won by default) 30 Multiple Data Sources Not enough data Not enough data Query Builder Not enough data Not enough data Advanced Analytics Predictive Analytics Not enough data 7.7(won by default) 244 | Verified Data Visualization Not enough data 8.6(won by default) 297 | Verified Big Data Services Not enough data 8.1(won by default) 256 | Verified Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Performance & Scalability - Analytics Platforms Large data handling and Query Speed Not enough data 9.1(won by default) 27 Concurrent User Support Not enough data 8.8(won by default) 25 Database Support Not enough data Not enough data Advanced Analytics & Modeling - Analytics Platforms Data Modeling and Governance Not enough data 8.6(won by default) 27 Notebook and Script Integration Not enough data 8.5(won by default) 28 Built-in Predictive and Statistical Models Not enough data 9.0(won by default) 26 Agentic AI Capabilities - Analytics Platforms Auto-generated Insights and Narratives Not enough data 8.0(won by default) 25 Natural Language Queries Not enough data 8.9(won by default) 28 Proactive KPI Monitoring and Alerts Not enough data 9.1(won by default) 27 AI Agents for Analytical Follow-ups Not enough data 8.5(won by default) 24 Personalized Intelligence - Analytics Platforms Behavioral Learning for Contextual Query Refinement Not enough data 8.6(won by default) 24 Role-based Insight Personalization Not enough data 8.8(won by default) 26 Conversational and Prompt-based Analytics Not enough data 8.7(won by default) 29 Ad hoc Query Not enough data Not enough data Visual Analytics Not enough data Not enough data Building Reports Data Transformation 8.5(won by 0.8) 8 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.7 200 | Verified Data Modeling 9.3(won by 1.5) 9 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.8 200 | Verified WYSIWYG Report Design 8.5(won by 0.4) 8 8.1 192 | Verified Integration APIs 9.5(won by 1.6) 10 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 173 | Verified Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Additional Functionality Drag & Drop Not enough data Not enough data Secure Data Storage Not enough data Not enough data Data Import/Export Not enough data Not enough data Customizable Branding Not enough data Not enough data Dashboard Creation Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Metadata Management Not enough data Not enough data Forecasting Not enough data Not enough data Data Storage Management Not enough data Not enough data Ad hoc Analysis Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Data Migration Not enough data Not enough data AI Copilot Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Search/Filter Not enough data Not enough data Data Mapping Not enough data Not enough data Monitoring Not enough data Not enough data Sentiment Analysis Not enough data Not enough data User Management Not enough data Not enough data Sales Trend Analysis Not enough data Not enough data Charting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Performance Metrics Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Data Extraction Not enough data Not enough data Widgets Not enough data Not enough data Storytelling Not enough data Not enough data Trend Analysis Not enough data Not enough data Collaboration Tools Not enough data Not enough data Financing Management Not enough data Not enough data Self-service Analytics Not enough data Not enough data KPI Monitoring Not enough data Not enough data Dashboard Not enough data Not enough data API Not enough data Not enough data Data Integration Not enough data Not enough data Scorecards Not enough data Not enough data Data Management Not enough data Not enough data Task Management Not enough data Not enough data Progress Tracking Not enough data Not enough data Data Connectors Not enough data Not enough data Data Visualization Not enough data Not enough data Profitability Analysis Not enough data Not enough data Project Tracking Not enough data Not enough data Strategic Planning Not enough data Not enough data Goal Setting/Tracking Not enough data Not enough data Publishing/Sharing Not enough data Not enough data Predictive Analytics Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Templates Not enough data Not enough data Mobile Access Not enough data Not enough data Customizable Templates Not enough data Not enough data Workflow Management Not enough data Not enough data Financial Reporting Not enough data Not enough data Audit Management Not enough data Not enough data OLAP Not enough data Not enough data Single Sign On Not enough data Not enough data Data Synchronization Not enough data Not enough data Semantic Layer Tools[Hide 17 FeaturesShow 17 Features](javascript:void(0);) Not enough data 8.8 25 Deployment & Integration - Semantic Layer Tools Multi-Environment & Multi-Cloud Support Not enough data 8.8(won by default) 14 Open API & SDK Integration Not enough data 8.5(won by default) 16 Data Connectivity & Federation - Semantic Layer Tools Cross-Source Query Federation Not enough data 8.7(won by default) 17 Dynamic Schema & Metadata Adaptation Not enough data 8.8(won by default) 16 Data Modeling & Metrics - Semantic Layer Tools Derived & Calculated Metrics Not enough data 9.0(won by default) 17 Time Intelligence Functions Not enough data 8.7(won by default) 17 Performance Optimization - Semantic Layer Tools Query Caching & Acceleration Not enough data 8.9(won by default) 17 Adaptive Query Optimization Not enough data 9.0(won by default) 15 Governance - Semantic Layer Tools AI Governance & Observability Not enough data 8.9(won by default) 14 Metric Lineage for AI Training Data Not enough data 8.6(won by default) 15 Version Control & Change Impact Analysis Not enough data 8.9(won by default) 18 Advanced Intelligence - Semantic Layer Tools Natural Language Query Interface Not enough data 8.4(won by default) 15 Semantic Layer for AI/ML Models Not enough data 9.3(won by default) 16 Recommendation Engine Not enough data 8.7(won by default) 15 Agentic AI Enablement - Semantic Layer Tools Agentic Query Orchestration Not enough data 9.1(won by default) 16 Contextual Reasoning Layer Not enough data 9.1(won by default) 17 Workflow Automation via Semantic Agents Not enough data 9.0(won by default) 14 Show 2 feature categories with incomplete data Agentic Analytics[Hide 10 FeaturesShow 10 Features](javascript:void(0);) Not enough data Not enough data Data Connectivity and Prep - Agentic Analytics Data Source Connectivity Not enough data Not enough data Automated Data Preparation Not enough data Not enough data Autonomous Insight Generation - Agentic Analytics Continuous Pattern Detection Not enough data Not enough data Multi‑Step Reasoning Not enough data Not enough data Predictive & Prescriptive Analytics Not enough data Not enough data Interaction and Workflow - Agentic Analytics Natural Language Query and Conversational Analytics Not enough data Not enough data Action Triggering & Workflow Orchestration Not enough data Not enough data Explainability & Audit Trails Not enough data Not enough data AI Agent Management - Agentic Analytics Agent Configuration & Goals Not enough data Not enough data Continuous Learning & Feedback Not enough data Not enough data Predictive Analytics[Hide 42 FeaturesShow 42 Features](javascript:void(0);) Not enough data Not enough data Statistical Tool Scripting Not enough data Not enough data Data Mining Not enough data Not enough data Algorithms Not enough data Not enough data Data Analysis Analysis Not enough data Not enough data Data Interaction Not enough data Not enough data Time Series Analysis Not enough data Not enough data Trend Analysis Not enough data Not enough data Decision Making Modeling Not enough data Not enough data Data Visualizations Not enough data Not enough data Report Generation Not enough data Not enough data Data Unification Not enough data Not enough data Customizable Reports Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Generative AI Not enough data Not enough data Additional Functionality Demand Forecasting Not enough data Not enough data AI/Machine Learning Not enough data Not enough data Drag & Drop Not enough data Not enough data For Healthcare Not enough data Not enough data Forecasting Not enough data Not enough data Data Extraction Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Decision Support Not enough data Not enough data Modeling & Simulation Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Multiple Data Sources Not enough data Not enough data For Retail Not enough data Not enough data For Education Not enough data Not enough data Data Discovery Not enough data Not enough data Graphical Workflow Editor Not enough data Not enough data Performance Metrics Not enough data Not enough data Business Rules Management Not enough data Not enough data AI Copilot Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Transformation Not enough data Not enough data Data Clustering Not enough data Not enough data API Not enough data Not enough data Data Blending Not enough data Not enough data Data Classification Not enough data Not enough data Workflow Management Not enough data Not enough data Workflow Automation Not enough data Not enough data User Insights Reviewers' Company Size [![Embeddable](https://images.g2crowd.com/uploads/product/hd_favicon/77343e50439b89493d56846456500924/embeddable.svg "Embeddable")](https://www.g2.com/products/embeddable/reviews) Embeddable Small-Business(50 or fewer emp.) 64.7% Mid-Market(51-1000 emp.) 35.3% Enterprise(\> 1000 emp.) 0% [![GoodData.AI](https://images.g2crowd.com/uploads/product/hd_favicon/30912f84a54e155c93297e3e1c575973/gooddata-ai.svg 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