# Best Agentic Analytics Software ## How Many Agentic Analytics Software Products Does G2 Track? **Total Products under this Category:** 47 ### Category Stats (Jul 2026) - **Average Rating:** 4.46/5 (↓0.02 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Aible (+6.67%) - Among all products in this category, Aible recorded the largest rating increase compared to last month _Last updated: July 27, 2026_ ## How Does G2 Rank Agentic Analytics Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 7,900+ Authentic Reviews - 47+ 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 Agentic Analytics Software ![G2 Grid® for Agentic Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/agentic-analytics/grids.png?focus%5B%5D=1342421&focus%5B%5D=1213&focus%5B%5D=162504&focus%5B%5D=1375505&focus%5B%5D=6232&focus%5B%5D=604&focus%5B%5D=610&focus%5B%5D=134694) Highlighted products: Joule, Tableau, Hex, BlazeSQL, ThoughtSpot, Domo, GoodData.AI, and Unsupervised. Underlying data: [Grid® JSON](https://www.g2.com/categories/agentic-analytics/grids.json?focus%5B%5D=joule&focus%5B%5D=tableau&focus%5B%5D=hex-tech-hex&focus%5B%5D=blazesql&focus%5B%5D=thoughtspot&focus%5B%5D=domo&focus%5B%5D=gooddata-ai&focus%5B%5D=unsupervised) **Sponsored** ### Alteryx Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1012865&secure%5Bchosen_at%5D=2026-07-28T11%3A18%3A24Z&secure%5Bdisplayable_resource_id%5D=1012865&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1012865&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=989&secure%5Bresource_id%5D=1012865&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fagentic-analytics%3Fopen_modal_url%3D%252Fproducts%252Fdatagenie-datagenie%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fagentic-analytics%2526source%253Dcategory&secure%5Btoken%5D=5b0745aae7ba7cc9163baed0a9302aa66ede8fe21730ef89e1e17421cc4a8c66&secure%5Burl%5D=https%3A%2F%2Fwww.alteryx.com%2Ftrial%3Futm_source%3Dg2%26utm_medium%3Dreviewsite%26utm_campaign%3DFY25_Global_AllRegions_AlwaysOn_AllPersonas_IndustryAgnostic%26utm_content%3Dg2_freetrial&secure%5Burl_type%5D=free_trial) [ Joule ](https://www.g2.com/products/joule/reviews) By [SAP](https://www.g2.com/sellers/sap) [ 4.3/5(113) ](https://www.g2.com/products/joule/reviews) What do users say? Users consistently praise Joule for its ease of use and ability to streamline workflows within SAP, significantly enhancing productivity by automating routine tasks and providing quick, context-aware Pros and Cons [ Ease of Use (28) ](https://www.g2.com/products/joule/reviews?qs=pros-and-cons)[ AI Limitations (20) ](https://www.g2.com/products/joule/reviews?qs=pros-and-cons) [ Tableau ](https://www.g2.com/products/tableau/reviews) By [Salesforce](https://www.g2.com/sellers/salesforce) [ 4.4/5(3,781) ](https://www.g2.com/products/tableau/reviews) What do users say? Users consistently praise Tableau for its powerful data visualization capabilities, which allow them to transform complex datasets into clear, interactive dashboards that facilitate quick insights and Pros and Cons [ Ease of Use (634) ](https://www.g2.com/products/tableau/reviews?qs=pros-and-cons)[ Learning Curve (275) ](https://www.g2.com/products/tableau/reviews?qs=pros-and-cons) [ Hex ](https://www.g2.com/products/hex-tech-hex/reviews) By [Hex Tech](https://www.g2.com/sellers/hex-tech) [ 4.5/5(403) ](https://www.g2.com/products/hex-tech-hex/reviews) What do users say? Users consistently praise the ease of use and flexibility of Hex, highlighting its ability to seamlessly integrate SQL and Python for data analysis. The intuitive interface and powerful AI features en Pros and Cons [ Ease of Use (114) ](https://www.g2.com/products/hex-tech-hex/reviews?qs=pros-and-cons)[ Limited Features (43) ](https://www.g2.com/products/hex-tech-hex/reviews?qs=pros-and-cons) [ BlazeSQL ](https://www.g2.com/products/blazesql/reviews) By [BlazeSQL](https://www.g2.com/sellers/blazesql) [ 4.3/5(75) ](https://www.g2.com/products/blazesql/reviews) What do users say? Users consistently praise BlazeSQL for its ease of use and ability to convert natural language to SQL, allowing even those without SQL experience to perform complex data queries effortlessly. This fun Pros and Cons [ Data Analytics (1) ](https://www.g2.com/products/blazesql/reviews?qs=pros-and-cons) [ ThoughtSpot ](https://www.g2.com/products/thoughtspot/reviews) By [ThoughtSpot](https://www.g2.com/sellers/thoughtspot) [ 4.4/5(340) ](https://www.g2.com/products/thoughtspot/reviews) What do users say? Users consistently praise the ease of use and intuitive interface of ThoughtSpot, which allows non-technical users to quickly generate insights and create dashboards without needing extensive training Pros and Cons [ Ease of Use (68) ](https://www.g2.com/products/thoughtspot/reviews?qs=pros-and-cons)[ Learning Curve (24) ](https://www.g2.com/products/thoughtspot/reviews?qs=pros-and-cons) [ Domo ](https://www.g2.com/products/domo/reviews) By [Domo](https://www.g2.com/sellers/domo) [ 4.3/5(1,053) ](https://www.g2.com/products/domo/reviews) What do users say? Users consistently praise Domo for its intuitive dashboard creation and real-time data visualization, which simplify complex data analysis and enhance decision-making. The platform's ability to integr Pros and Cons [ Ease of Use (248) ](https://www.g2.com/products/domo/reviews?qs=pros-and-cons)[ Learning Curve (66) ](https://www.g2.com/products/domo/reviews?qs=pros-and-cons) [ GoodData.AI ](https://www.g2.com/products/gooddata-ai/reviews) By [GoodData.AI](https://www.g2.com/sellers/gooddata-ai) [ 4.3/5(623) ](https://www.g2.com/products/gooddata-ai/reviews) What do users say? Users consistently praise the intuitive interface and powerful data visualization capabilities of GoodData.AI, which simplify the process of creating customized reports and dashboards. The platform's Pros and Cons [ Ease of Use (52) ](https://www.g2.com/products/gooddata-ai/reviews?qs=pros-and-cons)[ Learning Curve (28) ](https://www.g2.com/products/gooddata-ai/reviews?qs=pros-and-cons) [ Toffu AI ](https://www.g2.com/products/toffu-ai/reviews) By [Toffu AI](https://www.g2.com/sellers/toffu-ai) [ 4.7/5(25) ](https://www.g2.com/products/toffu-ai/reviews) What do users say? Users consistently praise the product for its ease of use and ability to provide valuable insights for digital marketing tasks. Many appreciate how it streamlines content creation and automates data a Pros and Cons [ Content Creation (6) ](https://www.g2.com/products/toffu-ai/reviews?qs=pros-and-cons)[ Data Inaccuracy (2) ](https://www.g2.com/products/toffu-ai/reviews?qs=pros-and-cons) [ Unsupervised ](https://www.g2.com/products/unsupervised/reviews) By [Unsupervised.com, Inc.](https://www.g2.com/sellers/unsupervised-com-inc) [ 4.1/5(30) ](https://www.g2.com/products/unsupervised/reviews) What do users say? Users consistently praise fast results and the ability to uncover hidden insights from complex data without extensive manual effort. The platform's intuitive interface and automated analysis help team Pros and Cons [ Ease of Use (1) ](https://www.g2.com/products/unsupervised/reviews?qs=pros-and-cons)[ Learning Curve (1) ](https://www.g2.com/products/unsupervised/reviews?qs=pros-and-cons) [ Sprig ](https://www.g2.com/products/sprig/reviews) By [Sprig](https://www.g2.com/sellers/sprig) [ 4.3/5(199) ](https://www.g2.com/products/sprig/reviews) What do users say? Users consistently praise the ease of use and intuitive interface of Sprig, which allows for quick setup and deployment of in-product surveys without heavy engineering support. The AI-driven insights Pros and Cons [ Easy Setup (10) ](https://www.g2.com/products/sprig/reviews?qs=pros-and-cons)[ Survey Issues (3) ](https://www.g2.com/products/sprig/reviews?qs=pros-and-cons) [ Alteryx ](https://www.g2.com/products/alteryx/reviews) By [Alteryx](https://www.g2.com/sellers/alteryx) [ 4.6/5(885) ](https://www.g2.com/products/alteryx/reviews) What do users say? Users consistently praise the intuitive drag-and-drop interface of Alteryx, which simplifies complex data preparation and automation tasks, allowing for significant time savings. The platform's abilit Pros and Cons [ Ease of Use (333) ](https://www.g2.com/products/alteryx/reviews?qs=pros-and-cons)[ Expensive (88) ](https://www.g2.com/products/alteryx/reviews?qs=pros-and-cons) [ Zenlytic ](https://www.g2.com/products/zenlytic/reviews) By [Zenlytic](https://www.g2.com/sellers/zenlytic) [ 4/5(15) ](https://www.g2.com/products/zenlytic/reviews) What do users say? Users consistently praise the ease of use and quick dashboard creation capabilities of Zenlytic, highlighting how it democratizes access to analytics across organizations. The embedded AI agent, Zoe, [ KNIME ](https://www.g2.com/products/knime-analytics-platform/reviews) By [KNIME](https://www.g2.com/sellers/knime) [ 4.5/5(103) ](https://www.g2.com/products/knime-analytics-platform/reviews) What do users say? Users consistently praise the ease of use and visual workflow capabilities of KNIME, which allow both technical and non-technical users to create complex data analyses without extensive coding knowled Pros and Cons [ Ease of Use (7) ](https://www.g2.com/products/knime-analytics-platform/reviews?qs=pros-and-cons)[ Learning Difficulty (3) ](https://www.g2.com/products/knime-analytics-platform/reviews?qs=pros-and-cons) [ Tellius ](https://www.g2.com/products/tellius/reviews) By [Tellius](https://www.g2.com/sellers/tellius) [ 4.3/5(25) ](https://www.g2.com/products/tellius/reviews) What do users say? Users consistently praise the user-friendly interface and AI-powered insights that simplify data analytics and enhance decision-making. The platform's ability to integrate various data sources and pro Pros and Cons [ Charting Features (1) ](https://www.g2.com/products/tellius/reviews?qs=pros-and-cons)[ Confusing Pricing (1) ](https://www.g2.com/products/tellius/reviews?qs=pros-and-cons) [ Aible ](https://www.g2.com/products/aible/reviews) By [Aible](https://www.g2.com/sellers/aible) [ 4/5(5) ](https://www.g2.com/products/aible/reviews) Product Description Aible is an intuitive AutoML tool that enables your business team to create high-quality custom AI models focused on maximizing Business Impact. No training, no consulting required. - ‹ Prev‹ Prev - 1 - [2](/categories/agentic-analytics?open_modal_url=%2Fproducts%2Fdatagenie-datagenie%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fagentic-analytics%26source%3Dcategory&order=g2_score&page=2#product-list) - [3](/categories/agentic-analytics?open_modal_url=%2Fproducts%2Fdatagenie-datagenie%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fagentic-analytics%26source%3Dcategory&order=g2_score&page=3#product-list) - [4](/categories/agentic-analytics?open_modal_url=%2Fproducts%2Fdatagenie-datagenie%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fagentic-analytics%26source%3Dcategory&order=g2_score&page=4#product-list) - [Next ›Next ›](/categories/agentic-analytics?open_modal_url=%2Fproducts%2Fdatagenie-datagenie%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fagentic-analytics%26source%3Dcategory&order=g2_score&page=2#product-list) Spotlight Categories [Business Process Management Software](https://www.g2.com/categories/business-process-management) [Cloud Content Collaboration Software](https://www.g2.com/categories/cloud-content-collaboration) [Contract Lifecycle Management (CLM) Software](https://www.g2.com/categories/contract-lifecycle-management-clm) [Board Management Software](https://www.g2.com/categories/board-management) [Inbound Call Tracking Software](https://www.g2.com/categories/inbound-call-tracking) Similar Categories - [AI Search and Discovery Platforms](/categories/ai-search-and-discovery-platforms) - [Analytics Platforms](/categories/analytics-platforms) - [Business Intelligence](/categories/business-intelligence) - [Data Virtualization](/categories/data-virtualization) - [Drone Analytics](/categories/drone-analytics) - [Enterprise Search Software](/categories/enterprise-search-software) - [Graph Visualization Tools](/categories/graph-visualization-tools) - [Insight Engines](/categories/insight-engines) - [Other Analytics](/categories/other-analytics) - [Predictive Analytics](/categories/predictive-analytics) - [Site Search Software](/categories/site-search-software) - [Statistical Analysis](/categories/statistical-analysis) - [Text Analysis](/categories/text-analysis) - [Time Series Intelligence](/categories/time-series-intelligence) - [Visitor Behavior Intelligence](/categories/visitor-behavior-intelligence) [Browse Agentic Analytics Themes](/categories/agentic-analytics/themes) ![Shalaka Joshi](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shalaka Joshi") SJ Researched and written by [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi) Updated January 28, 2026 Agentic analytics software uses autonomous AI agents to analyze data, generate insights, and trigger actions without direct user input. These platforms go beyond traditional business intelligence or augmented analytics by enabling agents to reason through complex tasks, adapt based on feedback, and operate based on defined goals or constraints. Predictive analytics tools are different from agentic analytics platforms as they forecast future outcomes based on historical data. Agentic analytics takes a more advanced, autonomous approach. These platforms use AI agents not only to predict but also to interpret data, reason through multi-step tasks, explain their logic, and take contextual actions. Unlike predictive tools that require human intervention to analyze and act, agentic systems are self-directed, enabling continuous, insight-to-action workflows with minimal user input. Agentic analytics tools continuously scan connected data sources, detect trends or anomalies, and proactively deliver forecasts, explanations, or workflow triggers. They support natural language interfaces, provide explainable outputs, and often integrate with external systems for end-to-end decision automation. This software is used by data teams, business users, and operations professionals seeking real-time, self-directed analysis that reduces manual effort and enhances decision velocity. To qualify for inclusion in the Agentic Analytics category, a product must: - Employ autonomous or semi-autonomous AI agents for data analysis - Support multi-step reasoning or task chaining for insight generation - Trigger actions or workflows based on data-driven agent outputs - Provide explainable outputs or reasoning logs from agents - Allow user-defined goals, prompts, or parameters for agent behavior Show More