# Looker vs Zoho Analytics Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Looker excels in user experience, particularly with its intuitive reports interface. Users appreciate the straightforward design that allows for easy creation of both standard and self-service reports, making it a favorite for those needing quick access to data insights.
- **Users say** that Zoho Analytics is particularly strong in raw data management, especially for e-commerce businesses. Reviewers highlight its robust capabilities for analyzing current data and tracking performance, which is essential for effective planning and decision-making.
- **According to verified reviews** , Looker has a slight edge in overall satisfaction, reflected in its higher G2 Score. Users mention that it supports a wide range of analytics needs, including marketing funnel analytics, which enhances its value for mid-market companies.
- **Reviewers mention** that Zoho Analytics offers excellent integration capabilities, allowing users to connect multiple applications seamlessly. This feature is particularly beneficial for businesses looking to consolidate their data sources for comprehensive analysis.
- **Users highlight** that Looker provides strong support for data visualization and tech stack integration, which is crucial for teams that rely on visual data representation to drive their strategies. This capability has been a game-changer for many users in their reporting processes.
- **G2 reviewers note** that while Zoho Analytics has a competitive entry-level price point, it may not meet the advanced needs of larger organizations as effectively as Looker. Users have pointed out that Looker’s features cater better to mid-market demands, particularly in terms of scalability and advanced analytics.



---
## Frequently Asked Questions

### What is the difference between Zoho Analytics vs Looker?

Looker stands out for its higher reviewer satisfaction scores and advanced data governance, while Zoho Analytics is favored for ease of use and integration within the Zoho ecosystem.

| [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) | [Looker](https://www.g2.com/products/looker/reviews) |
| --- | --- |
| 4.2/5 (286 reviews) | 4.4/5 (1656 reviews) |
| Mid-Market | Mid-Market |
| 8.1 | 8.3 |
| 8.1 | 8.6 |
| Ease of Use (39 all-time mentions) | Data Governance |



### How do the pricing models of Zoho Analytics and Looker compare?

Looker is rated higher for value, with a superior Price/Cost satisfaction score compared to Zoho Analytics.

- **Zoho Analytics:** In recent reviews, many cite Zoho Analytics as a strong value for its cost, especially for organizations already using the Zoho suite, but some mention that key features are only available in higher-tier plans.
- **Looker:** Reviewers describe Looker as an enterprise-grade tool with pricing that reflects its advanced capabilities, and recent reviews highlight satisfaction with its value for larger teams, though some note it can be expensive for smaller organizations.



### What are the best alternatives to Zoho Analytics and Looker?

The top three alternatives to Zoho Analytics and Looker are Mode, Domo, and Sisense.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) | 4.2/5 (286 reviews) | Mid-Market | Strong value for Zoho users; some features gated by higher tiers | Ease of Use (39 all-time mentions) |
| [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1656 reviews) | Mid-Market | Enterprise-grade pricing; high satisfaction for large teams | Data Governance |
| [Mode](https://www.g2.com/products/mode-mode/reviews) | 4.5/5 (330 reviews) | Mid-Market | — | — |
| [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5 (1085 reviews) | Mid-Market | — | — |
| [Sisense](https://www.g2.com/products/sisense/reviews) | 4.2/5 (1063 reviews) | Mid-Market | — | — |



### Which Analytics Platforms features should I prioritize when comparing Zoho Analytics and Looker?

Buyers should prioritize Dashboards, Integrations, Data Governance, Customization, and Ease of Use when comparing Zoho Analytics and Looker.

- **Dashboards:** Zoho Analytics has 22 all-time mentions for Dashboard Usability; Looker is frequently cited for interactive dashboards in recent reviews.
- **Integrations:** Zoho Analytics: 28 all-time mentions for Integrations; Looker: 24 all-time mentions for Google Analytics integration and 20 for Slack.
- **Data Governance:** Looker offers Data Governance features not present in Zoho Analytics.
- **Customization:** Zoho Analytics: 15 all-time mentions for Customization; Looker: reviewers note limited customization options in recent reviews.
- **Ease of Use:** Zoho Analytics: 39 all-time mentions; Looker: 8.3 Ease of Use score, slightly higher than Zoho Analytics at 8.0.



### What are the pros and cons of Zoho Analytics vs Looker?

Zoho Analytics is strongest in ease of use and integration, while Looker excels in data governance and centralized data modeling.

- **Zoho Analytics strengths:** Ease of Use (39 all-time mentions), Integrations (28), Dashboard Usability (22), Data Visualization (22), Customization (15), Automation (10).
- **Zoho Analytics trade-offs:** Learning Curve (22), Limited Customization (14), Data Integration challenges (10), Integration Issues (10), Missing Features (10).
- **Looker strengths:** Data Governance, centralized metrics with LookML, real-time data querying, strong integrations with Google Analytics (24) and Slack (20), high reviewer satisfaction on Quality of Support (8.6) and Meets Requirements (8.7).
- **Looker trade-offs:** Steep learning curve for LookML and advanced features, limited visualization customization, higher pricing for small teams, performance can lag with large datasets or complex queries.



### Is Zoho Analytics or Looker better for small businesses?

Zoho Analytics is a better fit for small businesses, supported by its ease of use and value sentiment among mid-market and small-business reviewers.

- **Zoho Analytics:** Largest segment is Mid-Market; reviewers highlight ease of use, strong value, and integration with the Zoho suite as advantages for smaller organizations.
- **Looker:** Largest segment is Mid-Market; reviewers note Looker is enterprise-focused, with pricing and setup complexity better suited to larger teams.



### Which Analytics Platforms platform has better integrations?

Looker is favored for integrations, with higher reviewer-cited integration counts and broader third-party tool support.

- **Zoho Analytics:** Integrates with Zoho CRM (26 all-time mentions) and Zoho Books (5); reviewers highlight easy integration within the Zoho ecosystem.
- **Looker:** Integrates with Google Analytics (24 all-time mentions), Slack (20), and Adjust (18); reviewers frequently cite its strong integration with Google products and collaboration tools.



### How do Zoho Analytics and Looker compare on customer support?

Looker leads on Quality of Support, with a 0.5-point advantage over Zoho Analytics (8.6 vs 8.1).

- **Zoho Analytics:** Reviewers describe support as generally responsive and helpful, though some mention slow response times and limited support for advanced issues.
- **Looker:** Reviewers consistently praise Looker's support, noting helpful onboarding, strong documentation, and effective troubleshooting for complex setups.



### Which is easier to implement, Zoho Analytics or Looker?

Looker and Zoho Analytics are at near-parity on Ease of Setup, with Looker scoring 8.3 and Zoho Analytics 8.1.

- **Zoho Analytics:** Reviewers highlight straightforward setup, especially within the Zoho ecosystem, but note a learning curve for advanced features and integrations.
- **Looker:** Reviewers describe setup as easy for basic use, with more complexity for advanced data modeling and LookML configuration; onboarding is praised for larger teams.



### Which product has better Dashboards?

Both Zoho Analytics and Looker are highly rated for Dashboards, with Looker holding a slight edge in reviewer-cited strengths and satisfaction scores.

- **Zoho Analytics:** 22 all-time mentions for Dashboard Usability, 14 for Dashboard Customization, and an 8.2 Meets Requirements score.
- **Looker:** Reviewers frequently cite interactive dashboards, real-time updates, and centralized reporting; 8.7 Meets Requirements score and strong sentiment for dashboard automation and sharing.



| | Looker | Zoho Analytics | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 1,652 | 287 | 
| **Largest Market Segment** | Mid-Market (60.4% of reviews) | Small-Business (50.7% of reviews) | 
| **Entry Level Price** | No pricing available | $0.00 Per Month | 

---
## Top Pros & Cons

### Looker

Pros:
- Ease of Use (108 reviews)
- Insights (64 reviews)

Cons:
- Learning Curve (52 reviews)
- Learning Difficulty (38 reviews)

### Zoho Analytics

Pros:
- Ease of Use (39 reviews)
- Analytics (34 reviews)

Cons:
- Learning Curve (22 reviews)
- Limited Customization (14 reviews)

---
## Ratings Comparison
| Rating | Looker | Zoho Analytics | 
|---|---|---|
  | **Meets Requirements** | 8.7 (1136 reviews) | 8.2 (252 reviews) | 
  | **Ease of Use** | 8.3 (1143 reviews) | 8.0 (257 reviews) | 
  | **Ease of Setup** | 8.3 (619 reviews) | 8.1 (156 reviews) | 
  | **Ease of Admin** | 8.3 (433 reviews) | 8.2 (136 reviews) | 
  | **Quality of Support** | 8.6 (972 reviews) | 8.1 (231 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (412 reviews) | 8.5 (130 reviews) | 
  | **Product Direction (% positive)** | 8.7 (1063 reviews) | 8.8 (253 reviews) | 

---
## Pricing

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Zoho Analytics

#### Entry-Level Pricing

Plan: Free

Price: $0.00 Per Month

Description: 0.1 million rows, 2 users.

Key Features:
- 5 Workspaces
- Unlimited reports and dashboards
- 3 scheduled imports

[Browse all 5 editions](https://www.g2.com/products/zoho-analytics/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.3/10 | 791 |
| **Zoho Analytics** | 8.0/10 | 200 |

#### Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.1 (184 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.5 (178 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 8.3 (179 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | 8.3 (168 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | 8.4 (170 reviews) ✓ Verified | 
| **Data Discovery** | 8.5 (621 reviews) ✓ Verified | 8.0 (155 reviews) ✓ Verified | 
| **Search** | 8.1 (618 reviews) ✓ Verified | 8.0 (154 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (596 reviews) ✓ Verified | 7.9 (145 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | 7.7 (120 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Predictive Analytics** | 7.6 (429 reviews) ✓ Verified | 8.4 (91 reviews) | 
| **Data Visualization** | 8.4 (648 reviews) ✓ Verified | 8.5 (163 reviews) | 
| **Big Data Services** | 8.0 (518 reviews) ✓ Verified | 7.8 (131 reviews) | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Data Transformation** | 8.3 (387 reviews) ✓ Verified | 8.0 (133 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (407 reviews) ✓ Verified | 8.0 (125 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | 8.1 (120 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | 8.2 (112 reviews) ✓ Verified | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 754 |
| **Zoho Analytics** | 8.3/10 | 197 |

#### Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.1 (184 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.5 (178 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 8.3 (179 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Reports Interface** | 8.5 (113 reviews) | Not enough data | 
| **Share Reports** | 8.5 (110 reviews) | Not enough data | 
| **Steps to Answer** | 8.1 (104 reviews) | Not enough data | 

#### Generative AI

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **AI Text Generation** | 7.0 (100 reviews) | Not enough data | 
| **AI Text Summarization** | 7.1 (100 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Visualization

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Graphs and Charts** | 8.5 (117 reviews) | Not enough data | 
| **Score Cards** | 8.5 (113 reviews) | Not enough data | 
| **Dashboards** | 8.7 (118 reviews) | Not enough data | 
| **Formats** | 8.3 (110 reviews) | Not enough data | 
| **Mobile Dashboards** | Not enough data | Not enough data | 
| **Public Dashboards** | Not enough data | Not enough data | 
| **Private Dashboards** | Not enough data | Not enough data | 

#### Data Updates

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Historical Snapshots** | 8.1 (107 reviews) | Not enough data | 
| **Real-Time Updating** | 8.3 (108 reviews) | Not enough data | 

#### Collaboration

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Sharing** | 8.4 (109 reviews) | Not enough data | 
| **Co-Editing** | 8.0 (106 reviews) | Not enough data | 
| **Devices** | 8.0 (103 reviews) | Not enough data | 

#### Data Updates

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Historical Snapshots** | 7.8 (137 reviews) | Not enough data | 
| **Real-Time Updating** | 8.0 (144 reviews) | 7.2 (6 reviews) | 
| **Scheduled/Automated Reports** | 8.5 (146 reviews) | 7.3 (5 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Interactive Elements** | Not enough data | Not enough data | 
| **Single Page View** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Functions/Calculations** | Not enough data | Not enough data | 
| **Historical Reporting** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Real-Time Updates** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Relational Display** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 7.9/10 | 813 |
| **Zoho Analytics** | 8.4/10 | 204 |

#### Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.1 (184 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.5 (178 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 8.3 (179 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Connectors** | 8.3 (295 reviews) ✓ Verified | 8.2 (84 reviews) | 
| **Data Governance** | 8.3 (264 reviews) ✓ Verified | Feature Not Available | 

#### Data Modeling and Blending

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Data Querying** | 8.5 (312 reviews) ✓ Verified | 8.3 (82 reviews) | 
| **Data Filtering** | 8.7 (333 reviews) ✓ Verified | 8.5 (88 reviews) | 
| **Data Blending** | 8.4 (308 reviews) ✓ Verified | 8.4 (82 reviews) | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **AI Text Generation** | 7.1 (87 reviews) | 8.1 (13 reviews) | 
| **AI Text Summarization** | 7.1 (85 reviews) | 8.2 (13 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Autonomous Task Execution** | 7.3 (40 reviews) | Not enough data | 
| **Multi-step Planning** | 7.4 (38 reviews) | Not enough data | 
| **Cross-system Integration** | 7.3 (40 reviews) | Not enough data | 
| **Adaptive Learning** | 7.2 (41 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.4 (40 reviews) | Not enough data | 
| **Proactive Assistance** | 7.4 (38 reviews) | Not enough data | 
| **Decision Making** | 7.8 (39 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | 8.3 (168 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | 8.4 (170 reviews) ✓ Verified | 
| **Data Discovery** | 8.5 (621 reviews) ✓ Verified | 8.0 (155 reviews) ✓ Verified | 
| **Search** | 8.1 (618 reviews) ✓ Verified | 8.0 (154 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (596 reviews) ✓ Verified | 7.9 (145 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | 7.7 (120 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **No-code Dashboard Builder** | 8.2 (40 reviews) | 9.2 (6 reviews) | 
| **Report Scheduling and Automation** | 8.4 (44 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 7.8 (36 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.4 (50 reviews) | 9.1 (9 reviews) | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Predictive Analytics** | 7.6 (429 reviews) ✓ Verified | 8.4 (91 reviews) | 
| **Data Visualization** | 8.4 (648 reviews) ✓ Verified | 8.5 (163 reviews) | 
| **Big Data Services** | 8.0 (518 reviews) ✓ Verified | 7.8 (131 reviews) | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Large data handling and Query Speed** | 7.1 (58 reviews) | Not enough data | 
| **Concurrent User Support** | 8.1 (36 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Data Modeling and Governance** | 8.1 (47 reviews) | Not enough data | 
| **Notebook and Script Integration** | 7.2 (34 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.5 (35 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.3 (35 reviews) | Not enough data | 
| **Natural Language Queries** | 7.6 (36 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 7.6 (34 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.4 (34 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.6 (34 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 7.4 (36 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 7.5 (34 reviews) | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Data Transformation** | 8.3 (387 reviews) ✓ Verified | 8.0 (133 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (407 reviews) ✓ Verified | 8.0 (125 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | 8.1 (120 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | 8.2 (112 reviews) ✓ Verified | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Drag & Drop** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Storytelling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Financing Management** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Scorecards** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **Project Tracking** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Goal Setting/Tracking** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Financial Reporting** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 782 |
| **Zoho Analytics** | 8.0/10 | 200 |

#### Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Reports Interface** | 8.6 (684 reviews) ✓ Verified | 8.1 (184 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (677 reviews) ✓ Verified | 8.5 (178 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (529 reviews) ✓ Verified | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (681 reviews) ✓ Verified | 8.3 (179 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | 8.3 (168 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | 8.4 (170 reviews) ✓ Verified | 
| **Data Discovery** | 8.5 (621 reviews) ✓ Verified | 8.0 (155 reviews) ✓ Verified | 
| **Search** | 8.1 (618 reviews) ✓ Verified | 8.0 (154 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (596 reviews) ✓ Verified | 7.9 (145 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | 7.7 (120 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Data Transformation** | 8.3 (387 reviews) ✓ Verified | 8.0 (133 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (407 reviews) ✓ Verified | 8.0 (125 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | 8.1 (120 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | 8.2 (112 reviews) ✓ Verified | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Mobile Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Application Development** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Geographic Maps** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Integration into Third Party Applications** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Visual Workflow Management** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Streaming Analytics** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 324 |
| **Zoho Analytics** | N/A | N/A |

#### Metrics

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Sessions - Digital Analytics** | 8.8 (238 reviews) | Not enough data | 
| **Engagement** | 8.7 (238 reviews) | Not enough data | 
| **Entry and Exit Pages** | 8.4 (224 reviews) | Not enough data | 
| **Standard Event Tracking** | 8.3 (226 reviews) | Not enough data | 
| **Custom Event Tracking** | 8.4 (215 reviews) | Not enough data | 
| **Retention** | 8.3 (224 reviews) | Not enough data | 
| **Return** | 8.4 (219 reviews) | Not enough data | 
| **Conversions** | 8.5 (230 reviews) | Not enough data | 
| **Funnels** | 8.3 (223 reviews) | Not enough data | 

#### Reporting

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Real-Time Reporting** | 8.4 (242 reviews) | Not enough data | 
| **Trending** | Feature Not Available | Not enough data | 
| **Retroactive Reporting** | 8.6 (242 reviews) | Not enough data | 
| **Segmentation** | 8.5 (245 reviews) | Not enough data | 
| **Mobile Reporting** | 8.1 (199 reviews) | Not enough data | 
| **Unification Across Devices** | 8.4 (205 reviews) | Not enough data | 
| **Custom Reports and Dashboards** | 9.0 (254 reviews) | Not enough data | 

#### Other

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **User Data** | 8.7 (226 reviews) | Not enough data | 
| **Site Search Reporting** | 8.6 (209 reviews) | Not enough data | 
| **Load Time Monitoring** | 8.4 (201 reviews) | Not enough data | 
| **Campaign Tracking** | 8.7 (215 reviews) | Not enough data | 
| **E-Commerce** | 8.7 (207 reviews) | Not enough data | 
| **Promotional Messages** | 8.2 (179 reviews) | Not enough data | 
| **Administration Alerts** | 8.3 (191 reviews) | Not enough data | 

#### Agentic AI - Digital Analytics

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Autonomous Task Execution** | 7.4 (15 reviews) | Not enough data | 
| **Cross-system Integration** | 7.8 (15 reviews) | Not enough data | 
| **Proactive Assistance** | 7.8 (16 reviews) | Not enough data | 
| **Decision Making** | 7.9 (16 reviews) | Not enough data | 

#### Administration

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **API / Integrations** | 8.4 (218 reviews) | Not enough data | 
| **QA Testing** | 8.3 (193 reviews) | Not enough data | 
| **Performance and Reliability** | 8.5 (245 reviews) | Not enough data | 
| **User, Role, and Access Management** | 8.6 (239 reviews) | Not enough data | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.1/10 | 260 |
| **Zoho Analytics** | 8.2/10 | 61 |

#### Agentic AI - Sales Analytics

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Autonomous Task Execution** | 7.0 (11 reviews) | Not enough data | 
| **Cross-system Integration** | 7.6 (11 reviews) | Not enough data | 
| **Adaptive Learning** | 6.7 (11 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.4 (12 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (11 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **CRM Integration** | Not enough data | Not enough data | 

#### Data Sourcing

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Data Sourcing** | 8.8 (203 reviews) | 8.4 (54 reviews) | 
| **Exporting & Sharing Data** | 8.8 (221 reviews) | 8.5 (57 reviews) | 
| **Multi-Device Data Visualization** | 8.6 (188 reviews) | 8.4 (49 reviews) | 
| **Interactive Dashboards** | 8.8 (225 reviews) | 8.6 (56 reviews) | 
| **Data Segmentation** | 8.7 (209 reviews) | 8.4 (52 reviews) | 

#### Predictive Analytics

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Lead Scoring** | 8.3 (153 reviews) | 7.9 (48 reviews) | 
| **Opportunity Scoring** | 8.2 (149 reviews) | 7.8 (46 reviews) | 
| **Risk Analysis** | 8.2 (147 reviews) | 7.8 (47 reviews) | 
| **Live Forecasting** | 8.0 (164 reviews) | 7.9 (47 reviews) | 
| **Budgeting/Forecasting** | Not enough data | Not enough data | 
| **Correlation Analysis** | Not enough data | Not enough data | 
| **Competitive Analysis** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 

#### Sales Management

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Live Pipeline Management** | 8.4 (161 reviews) | 8.1 (47 reviews) | 
| **Sales Gamification** | 8.2 (140 reviews) | Feature Not Available | 
| **Account-Based Analytics** | 8.6 (170 reviews) | 8.3 (54 reviews) | 
| **Activity Tracking** | 8.7 (168 reviews) | 8.5 (56 reviews) | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Lead Management** | Not enough data | Not enough data | 
| **Opportunity Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Dynamic Modeling** | Not enough data | Not enough data | 
| **Lead Qualification** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Contact Database** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Exception Reporting** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **"What If" Scenarios** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Graphical Data Presentation** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Business Process Control** | Not enough data | Not enough data | 
| **Multi-Currency** | Not enough data | Not enough data | 
| **Pipeline Reports** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### Statistical Tool

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Scripting** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Analysis** | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

#### Decision Making

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Modeling** | Not enough data | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Demand Forecasting** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Healthcare** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Decision Support** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Retail** | Not enough data | Not enough data | 
| **For Education** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Graphical Workflow Editor** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Business Rules Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Clustering** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 312 |
| **Zoho Analytics** | N/A | N/A |

#### Marketing Operations

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **ROI Tracking** | 8.6 (221 reviews) ✓ Verified | Not enough data | 
| **Data Collection** | 8.7 (242 reviews) ✓ Verified | Not enough data | 
| **Customer Insights** | 8.5 (229 reviews) ✓ Verified | Not enough data | 
| **Multi-User Access** | 8.9 (244 reviews) ✓ Verified | Not enough data | 
| **Spend Management** | 8.4 (130 reviews) | Not enough data | 
| **White Label** | Feature Not Available | Not enough data | 
| **Multi-Channel Data Collection** | Not enough data | Not enough data | 
| **Engagement Tracking** | Not enough data | Not enough data | 
| **Keyword Tracking** | Not enough data | Not enough data | 
| **Behavior Tracking** | Not enough data | Not enough data | 
| **Campaign Tracking** | Not enough data | Not enough data | 
| **Conversion Tracking** | Not enough data | Not enough data | 
| **SEO Management** | Not enough data | Not enough data | 
| **Tag Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Click Tracking** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | 
| **Lead Management** | Not enough data | Not enough data | 
| **Email Management** | Not enough data | Not enough data | 
| **Campaign Management** | Not enough data | Not enough data | 
| **Channel Management** | Not enough data | Not enough data | 
| **Template Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Campaign Insights** | 8.6 (231 reviews) ✓ Verified | Not enough data | 
| **Reports and Dashboards** | 8.8 (260 reviews) ✓ Verified | Not enough data | 
| **Campaign Stickiness** | 8.5 (212 reviews) ✓ Verified | Not enough data | 
| **Multichannel Tracking** | 8.5 (213 reviews) ✓ Verified | Not enough data | 
| **Brand Optimization** | 8.4 (199 reviews) ✓ Verified | Not enough data | 
| **Predictive Analytics** | 7.9 (120 reviews) ✓ Verified | Not enough data | 
| **Multi-Campaign** | Not enough data | Not enough data | 
| **Campaign Analytics** | Not enough data | Not enough data | 
| **Website Analytics** | Not enough data | Not enough data | 
| **Conversion Rate Optimization** | Not enough data | Not enough data | 
| **Drip Campaigns** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Autonomous Task Execution** | 6.8 (14 reviews) | Not enough data | 
| **Cross-system Integration** | 7.5 (14 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (14 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Social Media Integration** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Looker | Zoho Analytics | 
|---|---|---|
| **Event Marketing** | Not enough data | Not enough data | 
| **Social Promotion** | Not enough data | Not enough data | 
| **Multi-Channel Marketing** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Campaign Segmentation** | Not enough data | Not enough data | 
| **Customizable Forms** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Email Templates** | Not enough data | Not enough data | 
| **Web Forms** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Campaign Planning** | Not enough data | Not enough data | 
| **A/B Testing** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Campaign Scheduling** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Autoresponders** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Event Triggered Actions** | Not enough data | Not enough data | 
| **Email Marketing** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Contact Database** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Source Connectors** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Multi-Channel Attribution** | Not enough data | Not enough data | 
| **Customer Journey Mapping** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Cohort Analysis** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (4):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to Looker (2):** [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics)

**Unique to Zoho Analytics (1):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Looker | Zoho Analytics | 
|---|---|---|
| **Small-Business** | 19.4% | 50.7% | 
| **Mid-Market** | 60.4% | 41.8% | 
| **Enterprise** | 20.1% | 7.4% | 

### By Industry

#### Looker

- **Computer Software:** 11.6%
- **Information Technology and Services:** 11.2%
- **Marketing and Advertising:** 8.4%
- **Financial Services:** 7.4%
- **Internet:** 6.0%
- **Retail:** 5.0%
- **Food & Beverages:** 2.2%
- **Health, Wellness and Fitness:** 2.2%
- **Consumer Goods:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

#### Zoho Analytics

- **Information Technology and Services:** 14.2%
- **Computer Software:** 8.9%
- **Financial Services:** 6.0%
- **Marketing and Advertising:** 5.7%
- **Management Consulting:** 4.3%
- **Education Management:** 3.9%
- **Real Estate:** 2.5%
- **Internet:** 2.1%
- **Market Research:** 2.1%
- **Accounting:** 1.8%
- **Other:** 48.6%

---
## Alternatives

### Alternatives to Looker

- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1092 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (282 reviews)
- [Toucan](https://www.g2.com/products/toucan/reviews) — 4.7/5 stars (182 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4223 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Amazon Quick](https://www.g2.com/products/amazon-quick/reviews) — 4.3/5 stars (697 reviews)

### Alternatives to Zoho Analytics

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1092 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (618 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (507 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (334 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4223 reviews)

---
## Top Discussions

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 4 comments
  > **Top comment:** "After so many attempts in getting my funds back which I lost to a fake platform called mycoinbanking.com I lost the total of $348.000.  I needed the profit..."
- Title: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 2 comments
  > **Top comment:** "Looker is used to explore, analyze, and visualize data. It helps create dashboards and reports to understand business performance and make better decisions...."
- Title: [Best way to start on visualizations?](https://www.g2.com/discussions/24831-best-way-to-start-on-visualizations) — 2 comments, 1 upvote
  > **Top comment:** "Looker has a built-in set of visualizations that you can automatically apply to any dataset that they work with. Once you setup your initial connection to a..."
- Title: [How do I know where in my SQL errors are?](https://www.g2.com/discussions/how-do-i-know-where-in-my-sql-errors-are) — 1 comment, 1 upvote
  > **Top comment:** "Hey Carlos! 

I'm Izzy, the Looker Community manager. Yeah, especially in huge SQL queries it can be hard to figure out exactly where the issue lies. That..."
- Title: [Multi-brand implementation](https://www.g2.com/discussions/multi-brand-implementation) — 1 comment, 1 upvote
  > **Top comment:** "Hey Brian! 

I'm Izzy, the Looker Community manager. 

There's 2 components here (well, a few more, but 2 high-level ones). Folder/content access and..."

### Zoho Analytics

- Title: [What is Zoho Analytics used for?](https://www.g2.com/discussions/what-is-zoho-analytics-used-for) — 2 comments
  > **Top comment:** "Zoho Analytics is used for data analysis. It helps organizations collect, process and informed decision-making. 
With features like interactive reporting ,..."
- Title: [What is the use of Zoho?](https://www.g2.com/discussions/what-is-the-use-of-zoho) — 1 comment
  > **Top comment:** "Zoho is a cloud-based software company that provides a suite of business and productivity applications."
- Title: [Is Zoho Analytics free?](https://www.g2.com/discussions/is-zoho-analytics-free) — 1 comment
  > **Top comment:** "Free trial for 15 days usually available"
- Title: [What are the features of Zoho?](https://www.g2.com/discussions/zoho-analytics-what-are-the-features-of-zoho) — 1 comment
  > **Top comment:** "Efficient, I love it."
- Title: [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
  > **Top comment:** "Zoho Analyitcs on-premise installable version is available since November 2018, when we released Zoho Analytics 4.0.

It can be downloaded from this page -..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/looker-vs-zoho-analytics)