---
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: '2026-07-10'
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 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=10&section=pricing&secure%5Bexpires_at%5D=2026-07-11+03%3A15%3A51+-0500&secure%5Bsession_id%5D=615dfd5c-7005-48c8-9a09-407a8550bc32&secure%5Btoken%5D=1a45371fcf356d60fc4c00bab4ee74629aebf05ac69351d1088d0d568af86e63&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 (1,585 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 (1,012 reviews)

