DataBrain vs. Zoho Analytics Comparison


DataBrain DataBrain Labs, Inc.	Zoho Analytics Zoho	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products RealCISO RealCISO is a compliance intelligence platform for two audiences: MSPs and MSSPs managing security across multiple clients, and enterprise teams running compliance in-house. Security providers get multi-tenant architecture, white-label branding, and portfolio-level risk visibility. Enterprise teams get assessments, risk tracking, remediation management, and board-ready reporting — without spreadsheets. Supports NIST CSF 2.0, SOC 2, HIPAA, NIST 800-171, CIS Controls, CMMC, ISO 27001, and 30+ frameworks. Tracks maturity per control over time — L1 through L5 — so you show boards trend lines, not checkboxes. 3,000+ security providers. Built by practitioners. 223 Ratings Visit Website DialerAI Our autodialer software are used for automating sales calls, payment collections, appointment reminders, phone polling and market research. It can also be used for mass emergency voice broadcasting. The system is ideal for Telcos and companies selling callcenter services as it is multi-tenant with billing and white-labeled while being economical to run as you choose your own Voice Provider. Our autodialer software can massively increase productivity by dropping busy, unanswered and disconnected line, passing calls answered by real people back to your agents, and leaving messages on answering machines. 5 Ratings Visit Website SurveyJS SurveyJS is an embeddable, self-hosted, white-label form builder for teams building custom forms, surveys, questionnaires, and other data collection tools inside web applications. It runs entirely on the client and is fully compatible with all modern JavaScript frameworks, including React, Angular, and Vue. SurveyJS integrates with any backend, giving you full control over data, security, user access, deployment, and business logic. Instead of hardcoding forms, you can empower non-technical users to generate and edit JSON schema-based form configurations through a drag-and-drop form builder. Create dynamic forms with custom conditional logic, validation, multilingual support, PDF export, and analytics. Ideal for SaaS, enterprise software, HR, healthcare, fintech, and other regulated industries, SurveyJS helps teams reduce engineering effort, standardize data collection, maintain full control over data, and deliver unlimited forms that match their brand and feel native to users. 64 Ratings Visit Website CTM CTM, formerly known as CallTrackingMetrics, is a conversation intelligence and call tracking platform that helps businesses measure marketing performance, manage customer communications, and improve sales conversions. The software tracks phone calls, text messages, website forms, and chats to identify the advertising campaigns and channels that generate customer inquiries. Its AI-powered conversation analytics provide call transcription, summarization, sentiment analysis, and lead scoring. CTM also offers intelligent call routing, automated follow-ups, AI voice agents, and contact center management tools. Reporting dashboards help organizations analyze marketing attribution, advertising return on investment, customer interactions, and sales team performance. The platform integrates with Google Ads, Google Analytics, HubSpot, Salesforce, and other business applications to connect marketing data with customer conversations and revenue outcomes. 939 Ratings Visit Website QEval QEval is contact center quality assurance software that automates quality monitoring across 100% of voice, chat, and email interactions. Most call center QA teams manually sample 1 to 5% of calls. QEval replaces that with AI-powered speech analytics, automated quality scoring, and real-time compliance monitoring. Core functionality: call monitoring and evaluation, agent performance management, sentiment analysis, keyword detection, customer experience analytics, coaching workflows, gamification, and 110+ dashboards with predictive analytics. Compliance monitoring covers PCI, HIPAA, and GDPR with 98% accuracy and real-time alerts. QEval's speech analytics engine is trained on 138M+ interactions with 94% classification accuracy. The platform deploys in 30 days, not the 90 to 120 days typical of call center quality monitoring software. ISO 27001, SOC 2, PCI-DSS certified. Built by Etech Global Services for Fortune 500 contact centers in healthcare, telecom, retail, banking, and BPO. 30 Ratings Visit Website Universal Knowledge Universal Knowledge by KPSOL is a SaaS Knowledge Management System that helps organizations capture, manage, and share trusted knowledge from a single source of truth. It combines powerful enterprise search, intuitive content authoring, collaborative workflows, and analytics to ensure employees and customer-facing teams can quickly find accurate, up-to-date information. In the age of AI, Knowledge Management is more important than ever. AI is only as effective as the quality of the knowledge it can access. Universal Knowledge provides the trusted, governed content needed to power reliable AI search, assistants and automation while reducing misinformation and improving compliance. Available as a standalone platform or integrated via comprehensive APIs, Universal Knowledge improves productivity, enhances customer experiences, and reduces operational costs. SaaS deployments are in the region customers choose, to maintain data sovereignty. 16 Ratings Visit Website Aircall Aircall is an AI-powered customer communications and intelligence platform that unifies phone, messaging, and call center operations. Designed for sales and support teams, it enhances every interaction with features like AI Voice Agents, real-time conversation coaching, and integrated WhatsApp messaging. With powerful analytics, call recording, and shared inboxes, teams gain clarity and can resolve customer issues faster. The platform is easy to set up, offering quick number claiming, seamless integrations, and customizable workflows. Trusted by over 23,000 companies worldwide, Aircall helps businesses improve connection rates, boost CSAT scores, and streamline onboarding. By combining automation with human-first AI, Aircall reduces busywork so teams can focus on building better customer relationships. 1,838 Ratings Visit Website Denodo Denodo offers an AI Data Layer that helps organizations deliver live, unified, and governed data for trustworthy AI, analytics, and self-service initiatives. The platform uses logical data management to connect distributed data across hybrid, multi-cloud, on-premises, SaaS, and third-party environments without requiring data movement or duplication. Denodo helps businesses integrate data silos, enable self-service access, enforce governance, deliver real-time insights, and enrich data with business context. It is designed to support agentic AI by giving AI agents accurate, up-to-date, and governed enterprise data for better decisions and actions. The platform includes capabilities such as zero-copy data access, unified semantics, centralized compliance, natural language search, data marketplaces, and optimized query performance. 388 Ratings Visit Website Sogolytics Sogolytics delivers speed, clarity, and scale through a powerful platform built for enterprise teams managing customer journeys and employee engagement surveys. Sogolytics streamlines the entire feedback cycle, from intelligent survey creation to real-time dashboards and automated text analysis. Whether your team is using the customer experience platform, employee engagement software, or the free survey maker, Sogolytics provides intuitive features, powerful analytics, and unmatched customization. Design sophisticated customer experience management flows in minutes. Automatically adapt questions based on logic and earlier responses. Pre-fill messaging based on user data. Then, visualize the results immediately. With sentiment analysis, turnkey reports, and real-time dashboards, your team can go from data to decisions in record time. Sogolytics’ survey software has a refreshingly human support model, available 24/7 and whenever you need a partner, not just a platform. 869 Ratings Visit Website Wallester Wallester is an Estonian-licensed financial institution and official Visa partner since 2018, specialising in digital financial solutions and card issuance. We help companies across the EEA and the UK streamline payments, launch branded cards, and scale efficiently. What we do: 1️⃣ White-Label Solution with Embedded Finance Our White-Label solution lets businesses integrate financial services directly into their platforms—known as embedded finance. This enables branded payment cards tailored to specific needs, improving customer experience and opening new revenue streams. We ensure swift time-to-market with simplified integration and dedicated support. 2️⃣ Wallester Business: Corporate Expense Management Wallester Business modernises corporate expense management with instant access to virtual and physical Visa cards. Through our app and portal, companies can track expenses, analyse budgets, and integrate seamlessly with accounting systems for better financial control. 277 Ratings Visit Website
About DataBrain is an AI-powered embedded analytics platform for modern SaaS companies. It helps product and engineering teams build and embed customer-facing dashboards, reports, metrics, and self-service analytics directly inside their applications without building analytics infrastructure from scratch. With DataBrain, teams can create white-label analytics experiences, embed dashboards using flexible SDKs, APIs, and UI kits, and deliver interactive reporting to customers faster. The platform supports multi-tenant analytics, dashboard customization, governed access controls, semantic layer workflows, and AI-powered analytics for faster insight discovery.	About Get powerful actionable insights on your business with Zoho Analytics (formerly Zoho Reports), a self-service business intelligence and analytics software. With Zoho Analytics, businesses can connect and import data from any source, analyze data through visual reports and dashboards, and share and collaborate on reports and dashboards securely. The platform also offers out-of-the-box integrations with leading business apps.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported
Audience SaaS companies, product teams, engineering teams, data teams, and software businesses that want to embed customer-facing dashboards, reports, metrics, and self-service analytics into their applications.	Audience SMBs, Enterprises, and ISVs
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing $999/month Free Version Not Supported Free Trial Supported	Pricing $30 per month Basic - $30 per month Standard - $60 per month Premium - $145 per month Enterprise - $575 per month Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 4.6 / 5 ease 4.5 / 5 features 4.7 / 5 design 4.8 / 5 support 4.6 / 5 Read all reviews
	Pros & Cons from Real Users Pros One of the best things about Zoho Analytics is the seamless user usage graph that it provides. Also, the in page heatmap and analytics and very much detailed which I like very much. Additionally, the email templates are very good and the integration with other Zoho platforms is also very much useful. It is impressive how easy the interface is to use which allows users to create custom reports and dashboards with ease. Drag and drop functionality, combined with a variety of widgets and components, makes it easy for users to visualize their data and get insights quickly. This means that even those without technical knowledge can use Zoho Analytics to produce sophisticated reports. Zoho Analytics has the ability to support multiple data sources. This means users can integrate cloud applications, databases, files, feeds, and web APIs into their analysis, providing a more complete view of their data. Zoho Analytics also integrates seamlessly with other Zoho products such as Zoho CRM, Zoho Desk, Zoho Books, and more, making it an ideal tool for businesses that use multiple Zoho products. Also this platform provides advanced analytics features such as predictive analytics, machine learning, natural language processing, and sentiment analysis. This allows users to gain a deeper understanding of their data and make more informed decisions. Additionally, users can write SQL queries or use the built-in formula engine to perform complex calculations and transformations, giving them full control over their data analysis. Zoho Analytics enable users to share and collaborate on reports and dashboards with their team members or external stakeholders. This means multiple team members can work on the same report, ensuring everyone has access to the most up-to-date information. Users can also embed reports and dashboards in websites or apps, or export them to various formats, making it easy to share data with others. Also, this platform offers affordable pricing plans that suit different needs and budgets. The free plan is a great option for small businesses or those who want to try out the platform before committing to a paid plan. Paid plans offer additional features and functionality, making them an ideal choice for businesses of all sizes. Zoho Analytics has a valid system that increases the required data systems and brings a substantial ways of business intelligence. More so, Zoho Analytics has the right division in matters data integration + It fully integrates with almost all Zoho products which seems to make sense as it is from the same company, however, there are other Zoho solutions which this platform does not integrate well or simply does not have solutions that integrate with each other. However, for the rest, if it can be integrated, it works fine and I don't have to import any data manually since everything is interconnected so the information you have on this platform can be fully available within another Zoho service without having to configure nothing. In addition, you can have integrations with platforms outside of Zoho and they work very well, you just have to look for the applications available for integration with Zoho Analytics which adapts to each need. + It is very customizable, you can have multiple options to control the flowchart or any graph within the interface of this platform. In addition, reports can be generated depending on what the user needs to not have other information or add all the information required from the results returned. Another thing is that you can have different workspaces in relation to the characteristics that are needed, this has allowed me to have a better workflow and not mix the different tasks that I perform, but rather everything is kept separate, but within one same platform. + I have a great capacity to load different types of files for databases in flat files or any spreadsheet which starts from .XLS, .CSV., XML, JSON or any type of files similar to the ones I just finished to mention. This gave me the possibility of going from an outdated database that I had within my company and being able to import them into this platform without having to make many changes or having to do a total conversion since it could take me a long time since I handled different tables of data in different formats. So when you want to implement Zoho Analytics to any company that has a database similar to the one my company had, it is simply easy to import all these files. I like the accuracy of this software. It allows us to analyze our business data and get accurate insights. Cons I do not have any major dislike or discomfort with Zoho Analytics It comes to have a steep learning curve that beginners can experience while using the platform. Users who are not familiar with data analysis concepts and techniques may have difficulty navigating the interface and creating custom reports and dashboards. This could lead to frustration and a steep learning curve, leading to slower adoption of the platform. Performance is slow and sometimes crashes when working with large or complex data sets. This can be a major problem for users who work with large amounts of data, as it can slow down their workflow and affect their productivity. While Zoho Analytics is designed to handle large data sets, some users have found that the platform struggles with particularly complex data sets, resulting in slow performance. Also, Zoho Analytics has limited customization options for some features like charts, maps, themes, etc. Some users have expressed a need for more templates, widgets, and connectors to make it easier to create custom reports and dashboards. While Zoho Analytics offers many customization options, some users may have limited ability to create truly unique and personalized dashboards and reports. Zoho Analytics does not support some advanced features that are available in other BI tools, such as data lineage, data governance, data cataloging, etc. This can be a major drawback for users who require these features for their data analysis needs. While Zoho Analytics provides many advanced analytics features, it may not be the best option for users who require these more advanced features. Zoho Analytics has streamlined all the data systems, with valid ways of increased business performance. The platform has eliminated all the challenges. - It gets a bit complicated when using it for the first time, it has a bit of a steep learning curve, by this I mean that learning to use its features is not easy to learn and understand everything. I would like them to improve accessibility so that anyone can more easily understand how to take advantage of this tool and that not only large companies can see the results. Although there is a free or basic version, this does not imply reducing its difficulty, this means that, even if you are paying for a basic plan, it is still difficult to take advantage of Zoho Analytics from the first moment and if you do not have the best knowledge to apply strategies According to the results obtained with this platform, then it will not be possible to obtain a good return on investment. - It does not have access for third parties within this platform, by this I mean being able to include clients within Zoho Analytics with less access control. The only way to be able to do this is to have to pay as one more user within the account. I don't like this since I am paying as a user which I was able to control a large part of the tools of this platform and that is what I do not want the client to do, it would be good to have a number of clients who can have access depending on the plan that it be paid, so that you do not have to have expenses for each client that wants to enter this platform, but should include them in each plan. - I have not found an easy way to automatically share Zoho reports to any cloud platform. In general, I do not want the generated reports to be sent to any email, but simply to store them and from there they are sent to different recipients automatically or when they need them, having their defined access to the reports of course. With this I can store the reports without having to make manual backups or only have Zoho for this work since within my company everything is handled with caution in case of any data loss on any platform. - Perhaps the technical support should improve a bit with regard to problem solving and response time. Currently the help system of this platform is a bit poor in providing solutions and I don't like having to wait so long for answers, so if it would speed up the process of giving answers more it would be good for me and my company since I can count on everything moment with the help of Zoho when any doubt arises or I have a problem that my work team does not know how to solve at the time. There is no dislikes when it comes to using Zoho Analytics.
Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported
Company Information DataBrain Labs, Inc. Founded: 2022 United States www.usedatabrain.com	Company Information Zoho Founded: 1996 United States www.zoho.com/analytics
Alternatives Bold BI Syncfusion	Alternatives dReveal InfoArch
MyReportPortal My Report Portal, LLC	Wyn Enterprise wynEnterprise
Logi Analytics	DashboardFox 5000fish
Power BI Embedded Microsoft	Microsoft Power BI Microsoft
GoodData.AI View All	Looker Google View All
Categories Embedded Analytics Supported	Categories Business Intelligence Supported Dashboard Supported Data Analysis Supported Data Visualization Supported Embedded Analytics Supported Reporting Supported Sales Analytics Supported
	Embedded Analytics Features Ad hoc Query Not Supported Application Development Not Supported Benchmarking Not Supported Dashboard Supported Interactive Reports Supported Mobile Reporting Supported Multi-User Collaboration Supported Self Service Analytics Supported Streaming Analytics Supported Visual Workflow Management Not Supported Show More Features Business Intelligence Features Ad Hoc Reports Supported Benchmarking Not Supported Budgeting & Forecasting Not Supported Dashboard Supported Data Analysis Supported Key Performance Indicators Supported Natural Language Generation (NLG) Not Supported Performance Metrics Supported Predictive Analytics Supported Profitability Analysis Supported Strategic Planning Not Supported Trend / Problem Indicators Not Supported Visual Analytics Supported Dashboard Features Annotations Not Supported Data Source Integrations Supported Functions / Calculations Supported Interactive Supported KPIs Supported OLAP Not Supported Private Dashboards Supported Public Dashboards Supported Scorecards Supported Themes Supported Visual Analytics Supported Widgets Supported Data Analysis Features Data Discovery Not Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Not Supported Data Visualization Features Analytics Supported Content Management Not Supported Dashboard Creation Supported Filtered Views Supported OLAP Not Supported Relational Display Not Supported Simulation Models Not Supported Visual Discovery Supported Reporting Features Customizable Dashboard Supported Data Source Connectors Supported Drag & Drop Supported Drill Down Supported Email Reports Not Supported Financial Reports Supported Forecasting Supported Marketing Reports Supported OLAP Not Supported Report Export Supported Sales Reports Supported Scheduled / Automated Reports Supported
Integrations Axis LMS Not Supported DialedIn Not Supported Insightly Not Supported ManageEngine ServiceDesk Plus Not Supported Mortar Not Supported Numerics Not Supported PeopleQuest Not Supported QuickBooks Online Advanced Not Supported Refiner Not Supported Salesforce Not Supported Tourwriter Not Supported Viewed Not Supported WP-Chatbot Not Supported Zendesk Sell Not Supported Zoho Invoice Not Supported Zoho IoT Not Supported Zoho RPA Not Supported Zoho Recruit Not Supported Zoho Survey Not Supported extendedReach Not Supported Show More Integrations	Integrations Axis LMS Supported DialedIn Supported Insightly Supported ManageEngine ServiceDesk Plus Supported Mortar Supported Numerics Supported PeopleQuest Supported QuickBooks Online Advanced Supported Refiner Supported Salesforce Supported Tourwriter Supported Viewed Supported WP-Chatbot Supported Zendesk Sell Supported Zoho Invoice Supported Zoho IoT Supported Zoho RPA Supported Zoho Recruit Supported Zoho Survey Supported extendedReach Supported Show More Integrations View All 123 Integrations
Claim DataBrain and update features and information Claim DataBrain and update features and information	Claim Zoho Analytics and update features and information Claim Zoho Analytics and update features and information