--- title: Zoho Analytics Reviews meta_title: 'Zoho Analytics Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 285 reviews by the users' company size, role or industry to find out how Zoho Analytics works for a business like yours. aggregate_rating: rating_value: 4.2 review_count: 285 scale: '5' date_modified: '2026-07-17' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Zoho Analytics Reviews **Vendor:** Zoho **Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) **Average Rating:** 4.2/5.0 **Total Reviews:** 285 ## About Zoho Analytics 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. ## Zoho Analytics Pros & Cons **What users like:** - Users appreciate the **user-friendly interface** of Zoho Analytics, making navigation and customization effortless for everyone. (39 reviews) - Users love the **seamless data integration** capabilities of Zoho Analytics, enabling comprehensive analysis from multiple sources effortlessly. (34 reviews) - Users appreciate the **extensive integrations** of Zoho Analytics, seamlessly connecting with various data sources and enhancing usability. (28 reviews) - Users value the **user-friendly dashboards** in Zoho Analytics, enabling easy customization and effective data tracking. (22 reviews) - Users praise the **data visualization capabilities** of Zoho Analytics, enabling insightful analysis through intuitive dashboards and charts. (22 reviews) - Easy Integrations (22 reviews) - Data Integration (16 reviews) - Intuitive (16 reviews) - Users appreciate the **customizable reporting features** of Zoho Analytics, making it easy to generate tailored insights. (16 reviews) - Customization (15 reviews) **What users dislike:** - Users experience a **steep learning curve** with Zoho Analytics, especially for complex reports and advanced features. (22 reviews) - Users find the **limited customization** options in Zoho Analytics restricts their ability to tailor reports effectively. (14 reviews) - Users highlight the **limited data integration capabilities** of Zoho Analytics, impacting overall usability and functionality. (10 reviews) - Users face **integration issues** with Zoho Analytics, limiting connections to external data sources and affecting overall usability. (10 reviews) - Users find the **missing features** in Zoho Analytics limit its functionality and ease of use, especially for beginners. (10 reviews) - Expensive (9 reviews) - Poor Visualization (9 reviews) - Users face a **steep learning curve** with Zoho Analytics, making it challenging for beginners to navigate effectively. (8 reviews) - Slow Performance (8 reviews) - Complexity (7 reviews) ## Zoho Analytics Reviews ### 1. BI & Analytics tool with excellent data visualisation **Rating:** 4.0/5.0 stars **Reviewed by:** Shiwam S. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 14, 2023 **What do you like best about Zoho Analytics?** -Better Tools for Data discovery & visualisation such as heatmaps & scatter posts. -Supports drill down analysis & conditional formatting. -Report delivery scheduling is possible at specific date & time. -Zoho analytics is able to build forecasting models based on existing datasets. -Dedicated apps for Android and iOS. -Supports a plethora of data sources such as Excel, MySQL, Oracle, text files, CSVs and more. **What do you dislike about Zoho Analytics?** -Application will require formal training and there are no publicly available tutorials and wikis. You'll have to rely upon webinars hosted by Zoho support. -Existing Templates are not sufficient for major industry functions. -Most of the advanced tools require a little bit of coding knowledge. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho Analytics has helped us scale our BI processes & also improve the performance of most of the activities. Dashboards are user friendly & can be shared with top level management as well. ### 2. A down to earth audit of the data analytics control of Zoho Analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Aman G. | Software Developer, Staffing and Recruiting, Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2023 **What do you like best about Zoho Analytics?** Much obliged to its clear and user-friendly plan, Zoho Analytics exceeds expectations. Indeed non-technical clients may effectively explore various capabilities, make reports, and set up information associations. Spreadsheets, databases, cloud administrations, and indeed apps from third parties are all bolstered by this stage. Since of the flexibility, clients may solidify all of their information for a comprehensive picture. Clients of Zoho Analytics may effortlessly make explanatory reports and dashboards. Clients may concentrate on information representation instead of specialized points of interest and appreciate its drag-and-drop report builder, which evacuates the requirement for perplexing coding. **What do you dislike about Zoho Analytics?** In spite of the fact that the basics are straightforward to get, a few of the more complex capacities, especially those including custom computations and programming, may have a longer learning bend. In comparison to pro ETL arrangements, Zoho Analytics' information change capabilities are impressively compelled in spite of its solid information visualization highlights. Whereas the stage handles the lion's share of datasets without an issue, managing exceptionally enormous datasets may cause execution issues and longer reaction times. **What problems is Zoho Analytics solving and how is that benefiting you?** For following and looking at company execution information, utilize Zoho Analytics. KPIs may be checked over time so that businesses can make data-driven choices. Groups in deals and promoting may utilize Zoho Analytics to screen deals patterns, shopper patterns, and campaign victory. This makes it conceivable to arrange deliberately and alter strategies as vital. To move forward monetary administration, back offices may utilize the stage to supply monetary reports, budget investigation, and estimate gauges. ### 3. Zoho's unified suite that covers all business processes **Rating:** 4.0/5.0 stars **Reviewed by:** Rachit S. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 15, 2023 **What do you like best about Zoho Analytics?** Zoho flow supports no-code Workflow automation using which we can create smart integration between Zoho & third party apps. Zoho One comes with Creator which can help create both web & mobile apps without writing any code. Zoho one follows an All in One licensing model & is very affordable as compared to it's counterparts. **What do you dislike about Zoho Analytics?** -Requires formal trainings & practice. -Limited documentation & web tutorials, you'll need to rely upon Zoho webinars. -Slow customer support. -Third party integration supports a large umbrella but it's isn't easy. Assistance will be required from vendors. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho One combines our sales & marketing applications while also streamlining finance leads & funnels. We are able to better track the costs & also our internal ticketing system is more organised thanks to Zoho Assist. ### 4. Honest Review About Zoho Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Juned A. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** -I think the best thing about Zoho analytics is that it is user-friendly anyone beginner can easily be used it. -Zoho Analytics gives the user a wide range of data connector options like Facebook ads, google ads, linkedin, google Analytics and many more. -Excellent Data Visualisation In The Form of tables, charts, maps -The best of Zoho analytics is that my data is safe and secure. -Zoho analytics customer support is awesome **What do you dislike about Zoho Analytics?** -Zoho Analytics is a little bit more expensive than others. -Zoho Analytics is slower when working with large datasheets. -Facing Integration Problems during the data integration. Sometimes, integration does not work properly **What problems is Zoho Analytics solving and how is that benefiting you?** -With the help of Zoho analytics, I can solve complex data into structures and pure forms, which can help me make the perfect decision for my organization. -Without any more technical knowledge, quickly understand the data. ### 5. Zoho: Game changer for data analytics and reporting **Rating:** 3.0/5.0 stars **Reviewed by:** Gopi T. | Staff Firmware Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** Zoho Analytics provides a wide range of options including charts, graphs, pivot tables and dashboards. And the interface is simple and easy to use allows complex things to be done in a simpler way. It provides seamless integration with various data sources including spreadsheets, databases, cloud etc. Ofcourse advanced analytics like statistical modelling and machine learning **What do you dislike about Zoho Analytics?** Sometimes understanding complex analytics, it takes a very long time. The learning curve to understand is much higher.. have to go step by step. The customization is very limited for visualizations. The performance of real-time data streaming and processing capability seems to the disliked feature for me personally.. **What problems is Zoho Analytics solving and how is that benefiting you?** It solves several problems 1/ Data consolidation and analysis.. Data visualization and reporting Advanced analytics and insights, for better and enhanced forcasting and optimze processes,, identify growth opportunities and mitigate risks Better collaboration and sharing ### 6. Driving Business Growth with Zoho Analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Accounting | Mid-Market (51-1000 emp.) **Reviewed Date:** November 02, 2023 **What do you like best about Zoho Analytics?** User-Friendly interface with a simple wizard,effortless data import, data cleaning, merging, and formatting. A holistic overview of metrics displayed on the main dashboard. Intutive drag-and-drop functionality for crafting charts. Accessibility from web, mobile, and Desktop. Automated data backup schedulling. Integrated analytics and adaptable filters for dynamic insights. **What do you dislike about Zoho Analytics?** Although it offers various conventional assistance and data analysis features, Zoho advanced Analytics falls short in this regard. Additionally, I find that the charting capabilities are somewhat restricted, and it lacks robust support for query engines. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho Analytics boasts a remarkable capability to assist users in effectively overseeing their business operations and promptly pinpoinitng vital sights that driven them towards their strategic objectives. This verstality makes the software suitable for vitually any enterprises that requires data gathering, examination, and reporting. ### 7. A Closer Look at Features, Usability, and Limitations **Rating:** 5.0/5.0 stars **Reviewed by:** Joao Vitor S. | Python Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 23, 2023 **What do you like best about Zoho Analytics?** Zoho Analytics provides a user-friendly interface that allows users to easily import data from various sources and create visually appealing reports and dashboards. Its drag-and-drop interface makes it accessible to users with limited technical skills. Zoho Analytics supports seamless integration with many data sources, including popular cloud applications like Zoho CRM, Google Analytics, Salesforce, and more. This allows you to consolidate data from different systems and gain comprehensive insights. **What do you dislike about Zoho Analytics?** While Zoho Analytics provides a user-friendly interface, users new to data analytics or business intelligence tools might find learning and navigating the platform challenging. Getting acquainted with the various features and functionalities may take some time. While Zoho Analytics offers basic data transformation capabilities, such as filtering and aggregating data, some users might find the options for complex data transformations and data cleaning limited compared to more specialized tools. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho Analytics allows retail companies to integrate data from different sources, such as point-of-sale (POS) systems, e-commerce platforms, and inventory management software. The company gains a unified view of sales data, customer information, and inventory levels by consolidating data into a single analytics platform. ### 8. Zoho is a cost effective and useful way to manage business finances **Rating:** 3.5/5.0 stars **Reviewed by:** Faith B. | Registered psychotherapist and researcher, Small-Business (50 or fewer emp.) **Reviewed Date:** August 23, 2023 **What do you like best about Zoho Analytics?** The interface is easy to use, I feel I can manage all aspects of my finances for my business using its different tabs, I can create invoices. Send receipts, keep track of costs **What do you dislike about Zoho Analytics?** Sometimes the interface can be a little complicated. There are a lot of tabs in different mechanisms and sometimes I get a little confused with what exactly I'm looking at. But the analytics are still really important and I think I just need to keep practising using that the system **What problems is Zoho Analytics solving and how is that benefiting you?** The software helps me analyze my profit margins, how well, I'm doing in the quarter, who owes me money, which invoices are paid and patterns in sales of my services ### 9. platform where data analytics are easier to visualize **Rating:** 4.0/5.0 stars **Reviewed by:** Gregory B. | consulting, Mid-Market (51-1000 emp.) **Reviewed Date:** May 02, 2023 **What do you like best about Zoho Analytics?** connecting the entire database in the same software for a broader analysis has never been so easy with Zoho Analytics, each data implemented to perform the analysis that is needed at the moment provides a detailed report where the variety of graphs, widgets, tables dynamics and view components make a visualization much easier to understand and to know what are the problems that can appear and to be able to act more quickly **What do you dislike about Zoho Analytics?** the prices of the plans, the more tools they have, the more expensive it is, but I consider that the most expensive plan increases its price a lot because it is the most complete **What problems is Zoho Analytics solving and how is that benefiting you?** Business data is much easier to analyze because the detail that your analysis shows makes it possible to make more accurate decisions. ### 10. Super Powerful Analytics! **Rating:** 4.5/5.0 stars **Reviewed by:** Av N. | Content Creator, Sports, Mid-Market (51-1000 emp.) **Reviewed Date:** May 27, 2023 **What do you like best about Zoho Analytics?** The tool allows us to identify trends and measure performance from multiple sources quickly and easily. Any business looking to maximize their data should consider Zoho Analytics due to its intuitive interface, powerful features, and incredible customer support. **What do you dislike about Zoho Analytics?** After using Zoho Analytics for nearly a year. There's nothing I don't dislike about Zoho Analytics. This tool is amazing. **What problems is Zoho Analytics solving and how is that benefiting you?** I have gained insight into my business operations using this tool. This has enabled me to make informed business decisions that have resulted in a substantial increase in my profits. I can quickly identify trends and patterns without investing too much time or resources thanks to the intuitive interface. ### 11. A user friendly app **Rating:** 5.0/5.0 stars **Reviewed by:** Gernie O. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 30, 2023 **What do you like best about Zoho Analytics?** I like to use Zoho Analytics in getting timely reporting of the number of tickets open/closed that need to be resolved. **What do you dislike about Zoho Analytics?** I can't think of the least helpful since Zoho Analytics is very useful in my daily tasks. If there is, make the Happiness Rate easy to read/track. **What problems is Zoho Analytics solving and how is that benefiting you?** It helps me track down tickets and easy to know where I need to resolve the issue of the customer/member. ### 12. Zoho CRM - A single place where one can maintain all CRM Solutions **Rating:** 4.5/5.0 stars **Reviewed by:** Dhruv S. | Enterprise (> 1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** Zoho Analytics is one of the best solutions to place the stuff coming from various CRM Solutions an organization use for maintaining sales and marketing data, and on top of that provides a number of ways to aggregate and analyze data points **What do you dislike about Zoho Analytics?** Though Zoho is one of best solution for keeping the data , but sometimes external connectors fails which one uses to connect it to various BI Tools like Tableau etc. **What problems is Zoho Analytics solving and how is that benefiting you?** With Zoho present in our tech suite we now longer to need to surf to various CRM platforms to track sales and marketing data, we have our data entact with zoho and on top of that the analytics capability also helps to provide numbers to executives. ### 13. Great tool for your business analysis & Data Overview **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.) **Reviewed Date:** June 06, 2023 **What do you like best about Zoho Analytics?** If you are utilizing the Zoho platform for CRM or any of Zoho Apps, This tool will give you all the insights you would need. Your leads, Project progress, revenue everything can be a dashboard with complicated filters also. **What do you dislike about Zoho Analytics?** It will be little difficult for a beginner to start using it, you need adequate data for a full fledge analysis on the rest of the zoho apps. Data visualisation can be better. **What problems is Zoho Analytics solving and how is that benefiting you?** Analytics enables us to delve deep into all the areas we monitor within our business, specifically concerning our daily operations on projects like tracking the progress, individual user performance. We also use for the sales operations where we lacked an understanding of our sales team's performance. However, this tool has helped us gain insights into their behavior and performance like sales cycle, win rates by industry and multiple other things ### 14. Great platform to have a real view of your company **Rating:** 4.0/5.0 stars **Reviewed by:** Cristian P. | CEO, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** September 24, 2023 **What do you like best about Zoho Analytics?** Zoho Analytics has a clean, intuitive interface that makes it easy for users to navigate and use, even if they don't have a background in data analysis. **What do you dislike about Zoho Analytics?** While Zoho Analytics is generally user-friendly, some users report that it can be difficult to learn at first, especially for those without a background in data analysis. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho Analytics makes it easy to analyze large amounts of data. It provides tools to create visualizations, such as charts and dashboards, making data easier to understand and interpret. ### 15. One of the Best Analytics Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Akhil A. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 25, 2023 **What do you like best about Zoho Analytics?** Anyone can create Visualization and reports no prior experience is Required. It has an inbuilt querying interface so you will extract the data and create the visualization hassle-free. **What do you dislike about Zoho Analytics?** It does not have statistical visualization like Boxplot, or Treemap and also doesn't have connectivity with Python. It also has the limitation to create a single level of subquery which sometimes does not solve a specific use case. **What problems is Zoho Analytics solving and how is that benefiting you?** It helps me in my day ting day tasks like management reporting, Logistics KPI Tracker scheduling some tasks for a particular team's work, and most importantly creating a business funnel which helps in deciding the growth of my organization. ### 16. Analytics Tool with Customizable Dashboards **Rating:** 4.0/5.0 stars **Reviewed by:** Shivanshu K. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 03, 2023 **What do you like best about Zoho Analytics?** Versatile data integration capabilities, Advanced analytics features, such as predictive analytics and machine learning, Customizable and interactive dashboards and reports , affordable pricing plans **What do you dislike about Zoho Analytics?** The steep learning curve for beginners, Limited customization options for some features, Some users have reported issues with slow performance or glitches **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho Analytics solves several problems for users, including data integration, data analysis, and collaboration and sharing. By providing a centralized platform for data management and analysis, Zoho Analytics saves users time and effort in data processing and analysis, improves the accuracy and reliability of insights, and enables businesses to make more informed decisions based on real-time data. The platform also facilitates team collaboration and communication, allowing team members to share reports and dashboards and control access to data and features. Ultimately, by addressing these challenges, Zoho Analytics helps businesses gain a competitive edge in the market and achieve their goals more efficiently and effectively. ### 17. This is a must have tool for data analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Eduardo R. | Autónomo, Small-Business (50 or fewer emp.) **Reviewed Date:** April 28, 2023 **What do you like best about Zoho Analytics?** What I like best about Zoho Analytics is its ability to integrate with different data sources, allowing me to efficiently consolidate and analyze information in one place. In addition, its interface is very friendly and easy to use, **What do you dislike about Zoho Analytics?** Creating custom reports can be a bit tricky at first, especially if you don't have much experience in data analysis. Also, at times I have noticed that the data upload speed can be a bit slow, **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho Analytics solves several important problems for my business. First, it allows me to efficiently consolidate and analyze data from different sources, helping me gain a more comprehensive view of my business. ### 18. It is a good tool if you have absolutely nothing to analyse data **Rating:** 4.0/5.0 stars **Reviewed by:** Arpit J. | Senior Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** April 04, 2023 **What do you like best about Zoho Analytics?** It can connect with different data sources using SQL as well, so if traditional tools do not have analytics but if you have SQL access, you can use this one **What do you dislike about Zoho Analytics?** Like an analytics tool such as Power BI, it does not offer so many visualizations as well as not an ability to define relationships between tables. Also not very good with big data (more than 1 million records **What problems is Zoho Analytics solving and how is that benefiting you?** The biggest problem we had was that the legacy tools did not have analytics capability and we had to employ a data team just to pull reports on a regular basis. With Zoho analytics we are able to get reports on a regular basis without intervention. ### 19. Great Analytics Tool for Data Analysis & Reporting **Rating:** 4.5/5.0 stars **Reviewed by:** Sachin K S. | Marketing Consultant, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** May 02, 2023 **What do you like best about Zoho Analytics?** Zoho Analytics is one of the best tools available in the market for connecting data from anywhere, preparing data for analysis, document analysis using AI and creating an attractive and super cool data pool for reporting. The best part is that the tool offers most of its free features, which adds to its significance in the Indian market. **What do you dislike about Zoho Analytics?** Zoho Analytics offers most of the features a data analysis software requires but needs improvement in handling extensive data. This tool is still in the learning curve, so many changes in AI and parts must be made. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho Analytics is best at blending data and preparing valid and excellent data points and reports using AI. Earlier, our organisation used to handle data using different tools that were not that much AIpowered, but with Zoho Analytics, our issue is resolved. ### 20. Easy to use, very helpful **Rating:** 4.5/5.0 stars **Reviewed by:** Omar N. | Sales Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2023 **What do you like best about Zoho Analytics?** How it integrates with the rest of Zoho Apps and how easy to use once you get all the data on the CRM and the rest of them, you can collect all data from all apps in just one. **What do you dislike about Zoho Analytics?** First you need to get all of the information in the Zoho apps for Zoho Analytics to start working, there is no way to get data from previos and different tools. **What problems is Zoho Analytics solving and how is that benefiting you?** We didnt had any understanding and metrics about are sales team, this tools has helps us know the behavior or our sales team and how to help the be better and get more customers. ### 21. Deep Data Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Ryan F. | Director of Sales Operations, Small-Business (50 or fewer emp.) **Reviewed Date:** May 11, 2023 **What do you like best about Zoho Analytics?** I have the ability to create many deep dive reports and dashboards to analyze my business. I am not limited with pre-built templates and can even create my own tables and data columns. **What do you dislike about Zoho Analytics?** I wish that it synced my data with Zoho CRM at a higher frequency. **What problems is Zoho Analytics solving and how is that benefiting you?** It allows us for dive deep in all the areas we track within our business as it relates to our day to day operations. The interface is easy to use and even allows me to share views outside of our organization easily. ### 22. Useful tool for seeing all data in one place **Rating:** 3.5/5.0 stars **Reviewed by:** Heather B. | Customer Support Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** May 17, 2023 **What do you like best about Zoho Analytics?** I like being to see all of my dashboards and easily toggle between different categories. **What do you dislike about Zoho Analytics?** The info does not update continuously, it only updates every four hours so when a change in made in our CRM, we cannot see the data right away. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho analytics solves the problem of looking in multiple places or running manual reports for data purposes. I can check my dashboards in the morning and afternoons without needing to go into our CRM to pull a report or create a new one. ### 23. Not your usual analytics, full analytics suite with data-based storytelling. **Rating:** 5.0/5.0 stars **Reviewed by:** Lav S. | Sr. Manager - Marketing, Mid-Market (51-1000 emp.) **Reviewed Date:** May 05, 2023 **What do you like best about Zoho Analytics?** Connecting multiple data sources into one dashboard and visualizing the overall data in one place is a big hit for Zoho analytics. This tool is not just for analytics but also giving real-time insights using AI. **What do you dislike about Zoho Analytics?** At first, if you don't have technical knowledge, you might feel lost while setting these analytics, but with some patience, you can complete it. A lot of features might be turned off for light users. **What problems is Zoho Analytics solving and how is that benefiting you?** It helps to collect data in one place. You can connect all your data sources in Zoho analytics, combine the data, and extract reports from it. It will help you to generate insights about your data using AI and also allows you to visualize how data is flowing in your overall digital system. ### 24. Not easy to use and very difficult to get any support! **Rating:** 0.0/5.0 stars **Reviewed by:** Sasha E. | Small-Business (50 or fewer emp.) **Reviewed Date:** July 13, 2023 **What do you like best about Zoho Analytics?** we can connect to Xero & zoho CRM. Other than that we don't like much to be honest. **What do you dislike about Zoho Analytics?** Not easy to use and the support is totally useless. Very slow to reply and charge extra to help build any reports. Once you do manage to get them on a call they really struggle to explain anything to you, potentially because of the language barrier. Definitely wouldnt recommend. **What problems is Zoho Analytics solving and how is that benefiting you?** It was meant to be automating a lot of our reporting but so far hasnt proved to be benefiting us. ### 25. "Excellent tool for Data Analytics and Reporting" **Rating:** 4.5/5.0 stars **Reviewed by:** Swetha Y. | Senior Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** May 31, 2023 **What do you like best about Zoho Analytics?** Zoho provides a good suite of CRM module and it has an best reporting feature that allows to created customized reports and also best about Zoho analytics is it's ability to integrate with different data sources and allows to consolidate the information in one place. It is user friendly and easy to use. **What do you dislike about Zoho Analytics?** Developing the custom reports will be difficult and performance/ speed of loading data in report level bit slow. It need to improve the handling of extensive data. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho analytics helped us to solve client queries and we used CRM module to manage this and solved the problem of analysing data related to accounting and sales. ### 26. Good Visualization tool **Rating:** 3.0/5.0 stars **Reviewed by:** Adyasha P. | Associate Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** May 25, 2023 **What do you like best about Zoho Analytics?** Zoho provides a wide range of options starting from charts to pivot tables to dashboards. It has a straightforward interface that helps the user to access and visualize the data easily. It provides integration to various data sources including clouds . It also helps to perform advance statistical functions. **What do you dislike about Zoho Analytics?** It takes a longer time to understand complicated and complex analytics. Understanding the same takes longer, and processing capability is laid back for me. **What problems is Zoho Analytics solving and how is that benefiting you?** It solves various problems starting from data consolidation to analysis to visualization. It helps to give better insights to the data by performing advanced analytics using statistical modelling and machine learning. ### 27. A great decision to buy this **Rating:** 4.0/5.0 stars **Reviewed by:** Krrish B. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 26, 2023 **What do you like best about Zoho Analytics?** the platform is quite easy to understand and provides a lot of features that one cannot explore within weeks. The AI integration helps me complete hours of work in minutes. **What do you dislike about Zoho Analytics?** The Interface is a bit heavy and hence laggy. Also sometimes it becomes confusing for a beginner to find the features that one wants to use. Also its on a bit expensive side and small business cannot afford. **What problems is Zoho Analytics solving and how is that benefiting you?** It helps us complete hours of work in minutes and hence saving a lot of hours using AI. Also the work accuracy can be relied upon and hence a lot of cost saving as well. ### 28. Extract Informative Data from Raw data and Analysis it with ZOHO Analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Shivangi G. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** It provides the option of reporting and visualization . It provides the collaboration feature which helps to share the work among the team. It has a great ability to import data from cloud storage and different data sources. **What do you dislike about Zoho Analytics?** It creates issues while working with large data sets and complex data . Integration with other Zoho tool creates an issue in it. **What problems is Zoho Analytics solving and how is that benefiting you?** It provides a great feature to extract the data and process the data which benefits me to save time. It helps to create the reports and manage the analytics .it also provides me the feature to share my data with other team members and stack holders ### 29. Sharp and Snazzy Reports **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Renewables & Environment | Small-Business (50 or fewer emp.) **Reviewed Date:** May 26, 2023 **What do you like best about Zoho Analytics?** Zoho Analytics is a robust reporting platform that provides multiple options for visually appealing reports and dashboards. Using data in Zoho CRM, you can make geolocation maps, bar graphs, pie charts, etc. **What do you dislike about Zoho Analytics?** Sometimes the geolocation data is hard to figure out and does not appear as expected. It takes some investigating to figure out how to create the maps reports show the correct informaiton. **What problems is Zoho Analytics solving and how is that benefiting you?** Visualizing sales data from multiple years and product lines. It is faster than downloading reports and creating charts in Excel. The option to view sales on a map is also very helpful when analyzing sales patterns and markets. ### 30. Helps Visualize , Analysis and Transform the raw Data **Rating:** 4.5/5.0 stars **Reviewed by:** Vibhor M. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 06, 2023 **What do you like best about Zoho Analytics?** It provides the data cleaning and data modeling tool to convert raw data into structure format data. It provides Drag- Drop option to create analytics reports and charts. **What do you dislike about Zoho Analytics?** it contains some advanced features for data modeling which are complex to learn. it also creates issues in data modeling when the data is complex. **What problems is Zoho Analytics solving and how is that benefiting you?** It provides different visualization options to analyze and visualize the data like charts, graphs, tables, and maps which helps to generate the report fast and easily. It provides the share option to share the reports among the members to analyze the data set. ### 31. Powerful business intelligence tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** March 25, 2023 **What do you like best about Zoho Analytics?** Zoho analytics is a great tool to analyze large datasets, easy to understand because of it's user friendly interface. Coming from a non technical background I was able to use it with ease. Highly customizable, wide range of features like data visualization, dashboard creation, data integration and much more. **What do you dislike about Zoho Analytics?** One potential downside of Zoho Analytics is that its extensive feature set and range of customization options may be overwhelming for some users, particularly those with limited technical expertise. However, this can be seen as a positive aspect for businesses that are looking for a robust analytics platform that can grow with their needs and provide a wide range of options for data analysis and visualization. **What problems is Zoho Analytics solving and how is that benefiting you?** I'm learning business analytics and I use Zoho for analyzing large datasets and do my assignments. ### 32. Easy to use for activity logging and CRM data visualization. **Rating:** 4.0/5.0 stars **Reviewed by:** Ryan B. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** May 09, 2023 **What do you like best about Zoho Analytics?** It's very flexible and usable within the Zoho Suite of products. Integrates very nicely especially if you understand Zoho Deluge. **What do you dislike about Zoho Analytics?** I think some of the visualization and charts could have a slightly smoother interface. Also, for "geomapping", it does not leave me completely fulfilled. **What problems is Zoho Analytics solving and how is that benefiting you?** Visualization of data across all the functions of my marketing channels. Most of the data is then used to gather insights about our impact across the channels. ### 33. Great Suite of applications for business **Rating:** 4.5/5.0 stars **Reviewed by:** Tirupathi Venkata Phaneendra A. | Enterprise (> 1000 emp.) **Reviewed Date:** May 25, 2023 **What do you like best about Zoho Analytics?** Have used Zoho One in my previous organization. Its robust and comprehensive suite of business applications that offers excellent value for money. It simplifies day-to-day operations, promotes efficient collaboration, and provides a solid foundation for managing various aspects of a business. **What do you dislike about Zoho Analytics?** Little overwhelming for some users to learn about such an extensive range of applications and features. **What problems is Zoho Analytics solving and how is that benefiting you?** Have used Zoho One in my previous organization. Its robust and comprehensive suite of business applications that offers excellent value for money. It simplifies day-to-day operations, promotes efficient collaboration, and provides a solid foundation for managing various aspects of a business. ### 34. good tool to use and Analyze **Rating:** 5.0/5.0 stars **Reviewed by:** Hasham . | Enterprise (> 1000 emp.) **Reviewed Date:** May 23, 2023 **What do you like best about Zoho Analytics?** It gives automatic insights and a dashboard of the different landscapes, which makes it very easy to use and a good customer and user experience, and allows us more time **What do you dislike about Zoho Analytics?** Of few times, it takes more time to load and provide the detailed report if the file size is too large and a few times, it processes the dashboard late and takes more time to load **What problems is Zoho Analytics solving and how is that benefiting you?** its solves the problem of getting the collaborative reports and and access to the different dashboards for the use of various parameters and for getting the quick insights of the overall sales report ### 35. Modern dash board with superior reporting **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** April 25, 2023 **What do you like best about Zoho Analytics?** We built Zoho from the ground floor to work best with our sales funnel and manage accounts and overall ROI for each Customer by creating, monitoring and running streamlined reports for all of our Sales and Management Team. We connected outside apps/programs that we used to this system. The Team loved Zoho's integration with our data, reporting, bookkeeping and sales leads. We believe in this Company and what it has to offer. Enormous scale if you ask me! It was why we successfully managed time, money and direct mail marketing campaigns for our Customers. Once you were trained, the program was so easy to use! **What do you dislike about Zoho Analytics?** We used Zoho for everything! The only downfall for our Marketing company was the overall cost of building this platform from the bottom. We previously used QuickBooks and Office Excel to run the Company. This was a costly investment at first. Eventually, all investments paid off. **What problems is Zoho Analytics solving and how is that benefiting you?** Quick and efficient mobile access to our dashboards, data and reports 24/7. Helps drive success and offers excellent tools to plan campaigns and future budgets. ### 36. Easy to Use - Very Little Technical Experience Required **Rating:** 4.0/5.0 stars **Reviewed by:** Courtney B. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2023 **What do you like best about Zoho Analytics?** It saves formulas that any user has created for anyone to be able to drag and drop to use in the future **What do you dislike about Zoho Analytics?** It has a really hard time joining in between more than two tables, lots of times need to create a custom join to do so. **What problems is Zoho Analytics solving and how is that benefiting you?** Ability to create visualizations for team members very quickly after a request for a dashboard is made. ### 37. Best Platform for data Analyzing and Data Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Mandal P. | Mid-Market (51-1000 emp.) **Reviewed Date:** July 17, 2023 **What do you like best about Zoho Analytics?** The Zoho Analytices is best Tool in market who provide best data Managment and Provide best result, this application is very easy to use and the tool which are use in this app in fully upto dated. you can connect so many data sources in one platfrome. **What do you dislike about Zoho Analytics?** The Price is littel bit higher then other tool's in market. **What problems is Zoho Analytics solving and how is that benefiting you?** Provide best result and the costomer support team is very good. ### 38. Great software just need better ease of use **Rating:** 4.0/5.0 stars **Reviewed by:** NaTalia S. | Chief Executive Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** Personally I like having all of my data in one place both for myself and my clients. I also like that I have all of my client individual data and the combined data in one place. **What do you dislike about Zoho Analytics?** I think it's not as user friendly as it could be. I think there's room for improvement for people like me who are data driven but not tech savvy. **What problems is Zoho Analytics solving and how is that benefiting you?** We use the analytics software to help organize and analyze our clients sales, marketing, and employee data. We've been able to use it to help our clients understand their data. ### 39. Zoho Analytics experience so far **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** That it is a web-based tool and that it comes with a lot of additional plugins. I like that it has an announcement section giving out some good content. I also like their access control settings. **What do you dislike about Zoho Analytics?** It has data storage limitations in the standard plan. The UI /UX options/experience aren't as good as other tools. Conditional formatting limitations as compared to other BI tools. Visualizations could be better. **What problems is Zoho Analytics solving and how is that benefiting you?** It helps with Reporting services within a particular environment. The reusability of data within workspaces to create multiple reports per the business problem is a boon. ### 40. Analytics Review **Rating:** 5.0/5.0 stars **Reviewed by:** Ege . | Small-Business (50 or fewer emp.) **Reviewed Date:** April 25, 2023 **What do you like best about Zoho Analytics?** User-friendly interface, lot of explaining about SQL queries, Too much connection source **What do you dislike about Zoho Analytics?** We need more examples ofcomparing data graphs. It is hard to create when trying to compare graphs **What problems is Zoho Analytics solving and how is that benefiting you?** It helps me with specific queries, Like customers aged between 20-30 and salaries between 20k-60k etc. It is not possible create on zoho crm but with analytics and queries it is easy to create tables like that. ### 41. Analytics all in one place! **Rating:** 4.0/5.0 stars **Reviewed by:** Meghan E. | Compliance Manager, Consumer Services, Small-Business (50 or fewer emp.) **Reviewed Date:** May 11, 2023 **What do you like best about Zoho Analytics?** I like how easy it is to share reports with colleagues to view the same data. It is also easy to add/edit information to an existing report. **What do you dislike about Zoho Analytics?** Can be slow at times with a lot of data processing. **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho helps us quickly view data and stay on top of existing reports to manage trends throughout the company. ### 42. Director of Sales and BizDev **Rating:** 1.0/5.0 stars **Reviewed by:** Natanael C. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** It helps you to create graphs of the data you have in your CRM **What do you dislike about Zoho Analytics?** The user experience and user interface are not as good as some other solutions **What problems is Zoho Analytics solving and how is that benefiting you?** It is saving us time to quickly take a look at the graphics to understand the data and sales team performance ### 43. Zoho Analytics is an awesome product if you need complex analysis and dashboards. **Rating:** 4.5/5.0 stars **Reviewed by:** Roger M. | Support manager, Small-Business (50 or fewer emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Zoho Analytics?** -Zoho Analytics is an awesome product if you need complex analysis and dashboards. -It lets you import multiple Excel sheets and do a join of the data table and create complex reports. -It lets you create excellent dashboards which can be drilled down. -Easy to use with smooth learning curve. -Useful Help Guide and Tutorials. **What do you dislike about Zoho Analytics?** Customer support can be improved The User Interface can be improved to make it more user friendly for non tech users. **What problems is Zoho Analytics solving and how is that benefiting you?** I use that to import several Excel data sheets and combine them to produce complex reports which is not possible to do with Excel. I can use the combined data to generate Reports and import them into other databases that we use. ### 44. Zoho analytics review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** I would say the best thing that I really liked about zoho analytics is that is a very user friendly analytical tool.I have enjoyed wot on this tool a lot,if you are a beginner also you can easily create dashboard learn how to integrate data sets **What do you dislike about Zoho Analytics?** I would say there is nothing ver particular which I did not like about Zoho analytics but yes they can work little more to make user experience more better by giving more information to the user. **What problems is Zoho Analytics solving and how is that benefiting you?** I would say Zoho analytics is a good tool or platform where it can solve the problem of analyzing the data in efficient way and also it is a great tool which can benift in creating effective dashboards ### 45. Helps you make informed decisions and drive your business forward **Rating:** 4.0/5.0 stars **Reviewed by:** Simran S. | Marketing manager, Small-Business (50 or fewer emp.) **Reviewed Date:** April 25, 2023 **What do you like best about Zoho Analytics?** The platform allows you to collect, organize, and analyze data from a variety of sources. I am impressed with the user-friendly interface that allows to easily create and customize reports and dashboards, without needing any technical knowledge. **What do you dislike about Zoho Analytics?** API connections to non-Zoho sources are not reliable **What problems is Zoho Analytics solving and how is that benefiting you?** Sales process is now seamless that was earlier difficult to manage ### 46. Best Software for Data analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Ayushi G. | Human Resources Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** May 02, 2023 **What do you like best about Zoho Analytics?** Through this platform, we can get real-time and accurate analysis of our day-to-day data. Using it, we can create extraordinary reports and dashboards, which help at many organizational levels. **What do you dislike about Zoho Analytics?** Nothing much to dislike just the learning curve and the UI of this software can be a bit tricky. **What problems is Zoho Analytics solving and how is that benefiting you?** In my organization we us all the Zoho software from Zoho recruit to zoho finance so, to keep a track of all the data analysis it comes as a saviour as we can create an organised repost of all the real-time data ### 47. great tool for top management **Rating:** 4.0/5.0 stars **Reviewed by:** Puneet Y. | Senior Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** May 09, 2023 **What do you like best about Zoho Analytics?** easy to use, non usage of technical terms that make understanding data easier for everyone and quick access of top metrics for business **What do you dislike about Zoho Analytics?** not as customizable as GA and its reporting needs more templates that are easy customizable **What problems is Zoho Analytics solving and how is that benefiting you?** reporting sales and marketing data for managers and leadership team ### 48. One of the best data analysis tools in the Market **Rating:** 5.0/5.0 stars **Reviewed by:** Nagaraju R. | Technical Program Manager at Capgemini - Adobe Marketing Cloud, Enterprise (> 1000 emp.) **Reviewed Date:** June 01, 2023 **What do you like best about Zoho Analytics?** Easy-to-use Navigation Easy-to-use user experience Great visual experience **What do you dislike about Zoho Analytics?** I am trying to analyze and decide upon the right data analysis tool hence exploring this tool. I liked everything about it. I believe this can work great for a small business. The sharing options must have the ability to integrate with office collaboration tools like MS Teams and Slack. **What problems is Zoho Analytics solving and how is that benefiting you?** Still analyzing, I am sure this tool could be helpful for medium size organizations. ### 49. It helps businesses to connect & analyze their data, creating amazing data visualization. **Rating:** 5.0/5.0 stars **Reviewed by:** Mohit J. | Small-Business (50 or fewer emp.) **Reviewed Date:** July 08, 2023 **What do you like best about Zoho Analytics?** Tons of customization options, easy to use dashboard templates, connects well with other zoho products, zoho ecosyste **What do you dislike about Zoho Analytics?** There's nothing that i dislike about zoho, everything is good **What problems is Zoho Analytics solving and how is that benefiting you?** Zoho helps me analyze better woth the data that is available to us in simpler way and a better understanding of raw data ### 50. Greta data insights **Rating:** 4.5/5.0 stars **Reviewed by:** Manpreet S. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Zoho Analytics?** for me Zoho Analytics excels in data visualization **What do you dislike about Zoho Analytics?** the billing is slight high for me as a small business **What problems is Zoho Analytics solving and how is that benefiting you?** it offers a user-friendly interface that enables even non-technical team members to dive into data analysis effortlessly. Its drag-and-drop functionality allows to create visually appealing dashboards and reports without the need for coding or advanced tech skills. This accessibility ensures that our teams across different departments can quickly leverage the platform to make data-driven decisions. ## Zoho Analytics Discussions - [Hi, I would you request you to put a downloading options.](https://www.g2.com/discussions/16124-hi-i-would-you-request-you-to-put-a-downloading-options) - 1 comment, 1 upvote - [What type of reports can be created in Zoho Reports?](https://www.g2.com/discussions/reports-creation-in-zoho-reports-ef7b925a-0d93-4846-a3b1-457404ffe4f5) - 1 comment, 1 upvote - [How secure is my data in Zoho Reports?](https://www.g2.com/discussions/zoho-reports-security-policy-8fd2fd8d-c874-4cab-a959-d68ba282f736) - 1 comment, 1 upvote - [How much does Zoho Reports cost?](https://www.g2.com/discussions/zoho-reports-pricing-c606d5c7-fea9-4222-a616-e38a4d3adeda) - 1 comment, 1 upvote - [What type of reports can be created in Zoho Reports?](https://www.g2.com/discussions/reports-creation-in-zoho-reports) - 1 comment, 1 upvote - [View Zoho Analytics pricing details and edition comparison](https://www.g2.com/products/zoho-analytics/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-17+02%3A35%3A55+-0500&secure%5Bsession_id%5D=31b7e701-838e-4778-a20f-4b23f59ed589&secure%5Btoken%5D=54fdf049cfc21be768f959e6dcea9f2b2a9c3135e896059d2095f8d562314467&format=llm_user) ## Zoho Analytics Integrations - [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [Zoho Books](https://www.g2.com/products/zoho-books/reviews) - [Zoho CRM](https://www.g2.com/products/zoho-crm/reviews) - [Zoho People](https://www.g2.com/products/zoho-people/reviews) ## Zoho Analytics Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Preparation** - Connectors **Reports** - Reports Interface - Share Reports - Steps to Answer **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Sales Analytics** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Data Sourcing** - Data Sourcing - Exporting & Sharing Data - Multi-Device Data Visualization - Interactive Dashboards - Data Segmentation **Statistical Tool** - Scripting - Data Mining - Algorithms **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Visualization** - Graphs and Charts - Score Cards - Dashboards - Formats **Predictive Analytics** - Lead Scoring - Opportunity Scoring - Risk Analysis - Live Forecasting **Data Analysis** - Analysis - Data Interaction **Data Updates** - Historical Snapshots - Real-Time Updating **Generative AI** - AI Text Generation - AI Text Summarization **Sales Management** - Live Pipeline Management - Account-Based Analytics - Activity Tracking **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Collaboration** - Sharing - Co-Editing - Devices **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Generative AI** - AI Text Generation - AI Text Summarization **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Performance and Reliability - Breadth of Partner Applications **Data Updates** - Historical Snapshots - Real-Time Updating - Email Reports ## Top Zoho Analytics Alternatives - [Looker](https://www.g2.com/products/looker/reviews) - 4.4/5.0 (1,587 reviews) - [Sisense](https://www.g2.com/products/sisense/reviews) - 4.2/5.0 (986 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,019 reviews)