# Looker, SAP ECC vs Zoho Analytics Comparison

| | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.2 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 1,647 | 943 | 285 | 
| **Largest Market Segment** | Mid-Market (60.6% of reviews) | Enterprise (62.4% of reviews) | Small-Business (50.7% of reviews) | 
| **Entry Level Price** | No pricing available | 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)

### SAP ECC

Pros:
- Ease of Use (27 reviews)
- Functionality (27 reviews)

Cons:
- Time-Consuming (21 reviews)
- Complex Setup (19 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 | SAP ECC | Zoho Analytics | 
|---|---|---|---|
  | **Meets Requirements** | 8.7 (1132 reviews) | 8.6 (700 reviews) | 8.2 (250 reviews) | 
  | **Ease of Use** | 8.3 (1138 reviews) | 7.3 (709 reviews) | 8.0 (255 reviews) | 
  | **Ease of Setup** | 8.3 (614 reviews) | 6.9 (310 reviews) | 8.1 (155 reviews) | 
  | **Ease of Admin** | 8.3 (430 reviews) | 7.4 (256 reviews) | 8.2 (136 reviews) | 
  | **Quality of Support** | 8.6 (967 reviews) | 7.9 (649 reviews) | 8.1 (229 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (409 reviews) | 8.0 (250 reviews) | 8.5 (130 reviews) | 
  | **Product Direction (% positive)** | 8.7 (1060 reviews) | 8.0 (679 reviews) | 8.7 (251 reviews) | 

---
## Pricing

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### SAP ECC

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### 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 | 784 |
| **SAP ECC** | N/A | N/A |
| **Zoho Analytics** | 8.0/10 | 199 |

#### Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Reports Interface** | 8.6 (682 reviews) ✓ Verified | Not enough data | 8.1 (182 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.0 (163 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (676 reviews) ✓ Verified | Not enough data | 8.5 (176 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (113 reviews) | 
| **Dashboards** | 8.7 (679 reviews) ✓ Verified | Not enough data | 8.3 (177 reviews) ✓ Verified | 

#### Self Service 

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 8.3 (166 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (649 reviews) ✓ Verified | Not enough data | 8.4 (169 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | 8.0 (154 reviews) ✓ Verified | 
| **Search** | 8.1 (618 reviews) ✓ Verified | Not enough data | 8.0 (153 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (595 reviews) ✓ Verified | Not enough data | 7.8 (144 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (504 reviews) ✓ Verified | Not enough data | 7.7 (119 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | 8.4 (89 reviews) | 
| **Data Visualization** | 8.4 (648 reviews) ✓ Verified | Not enough data | 8.5 (161 reviews) | 
| **Big Data Services** | 8.0 (520 reviews) ✓ Verified | Not enough data | 7.8 (130 reviews) | 

#### Building Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 8.0 (133 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (405 reviews) ✓ Verified | Not enough data | 8.0 (125 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | Not enough data | 8.1 (120 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (333 reviews) ✓ Verified | Not enough data | 8.2 (112 reviews) ✓ Verified | 

#### Platform

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

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 750 |
| **SAP ECC** | N/A | N/A |
| **Zoho Analytics** | 8.3/10 | 196 |

#### Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Reports Interface** | 8.6 (682 reviews) ✓ Verified | Not enough data | 8.1 (182 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.0 (163 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (676 reviews) ✓ Verified | Not enough data | 8.5 (176 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (113 reviews) | 
| **Dashboards** | 8.7 (679 reviews) ✓ Verified | Not enough data | 8.3 (177 reviews) ✓ Verified | 

#### Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Reports Interface** | 8.5 (112 reviews) | Not enough data | Not enough data | 
| **Share Reports** | 8.5 (109 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 8.0 (103 reviews) | Not enough data | Not enough data | 

#### Generative AI

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

#### Visualization

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Graphs and Charts** | 8.5 (116 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.4 (111 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.7 (116 reviews) | Not enough data | Not enough data | 
| **Formats** | 8.3 (109 reviews) | Not enough data | Not enough data | 

#### Data Updates

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

#### Collaboration

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Sharing** | 8.4 (109 reviews) | Not enough data | Not enough data | 
| **Co-Editing** | 8.0 (106 reviews) | Not enough data | Not enough data | 
| **Devices** | 8.0 (102 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Historical Snapshots** | 7.8 (137 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.0 (143 reviews) | Not enough data | 7.2 (6 reviews) | 
| **Email Reports** | 8.5 (145 reviews) | Not enough data | 7.3 (5 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 7.9/10 | 806 |
| **SAP ECC** | N/A | N/A |
| **Zoho Analytics** | 8.4/10 | 203 |

#### Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Reports Interface** | 8.6 (682 reviews) ✓ Verified | Not enough data | 8.1 (182 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.0 (163 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (676 reviews) ✓ Verified | Not enough data | 8.5 (176 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (113 reviews) | 
| **Dashboards** | 8.7 (679 reviews) ✓ Verified | Not enough data | 8.3 (177 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Connectors** | 8.3 (294 reviews) ✓ Verified | Not enough data | 8.3 (83 reviews) | 
| **Data Governance** | 8.3 (264 reviews) ✓ Verified | Not enough data | Feature Not Available | 

#### Data Modeling and Blending

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Querying** | 8.5 (313 reviews) ✓ Verified | Not enough data | 8.3 (81 reviews) | 
| **Data Filtering** | 8.7 (334 reviews) ✓ Verified | Not enough data | 8.5 (87 reviews) | 
| **Data Blending** | 8.4 (310 reviews) ✓ Verified | Not enough data | 8.4 (81 reviews) | 

#### Generative AI

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **AI Text Generation** | 7.1 (88 reviews) | Not enough data | 8.1 (13 reviews) | 
| **AI Text Summarization** | 7.1 (86 reviews) | Not enough data | 8.2 (13 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.2 (40 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.4 (39 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.3 (40 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.1 (40 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.3 (40 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.4 (39 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.8 (40 reviews) | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 8.3 (166 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (649 reviews) ✓ Verified | Not enough data | 8.4 (169 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | 8.0 (154 reviews) ✓ Verified | 
| **Search** | 8.1 (618 reviews) ✓ Verified | Not enough data | 8.0 (153 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (595 reviews) ✓ Verified | Not enough data | 7.8 (144 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (504 reviews) ✓ Verified | Not enough data | 7.7 (119 reviews) ✓ Verified | 

#### Deployment &amp; Integration - Analytics Platforms

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **No-code Dashboard Builder** | 8.1 (40 reviews) | Not enough data | 9.0 (5 reviews) | 
| **Report Scheduling and Automation** | 8.4 (44 reviews) | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | 7.7 (35 reviews) | Not enough data | Not enough data | 
| **Data Source Connectivity** | 8.4 (52 reviews) | Not enough data | 9.1 (9 reviews) | 

#### Advanced Analytics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | 8.4 (89 reviews) | 
| **Data Visualization** | 8.4 (648 reviews) ✓ Verified | Not enough data | 8.5 (161 reviews) | 
| **Big Data Services** | 8.0 (520 reviews) ✓ Verified | Not enough data | 7.8 (130 reviews) | 

#### Performance &amp; Scalability - Analytics Platforms

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Large data handling and Query Speed** | 7.2 (58 reviews) | Not enough data | Not enough data | 
| **Concurrent User Support** | 8.0 (36 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics &amp; Modeling - Analytics Platforms

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Modeling and Governance** | 8.2 (45 reviews) | Not enough data | Not enough data | 
| **Notebook and Script Integration** | 7.1 (34 reviews) | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.3 (35 reviews) | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.1 (34 reviews) | Not enough data | Not enough data | 
| **Natural Language Queries** | 7.5 (36 reviews) | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 7.6 (35 reviews) | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.4 (35 reviews) | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.6 (35 reviews) | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | 7.4 (37 reviews) | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | 7.6 (35 reviews) | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 8.0 (133 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (405 reviews) ✓ Verified | Not enough data | 8.0 (125 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | Not enough data | 8.1 (120 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (333 reviews) ✓ Verified | Not enough data | 8.2 (112 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 776 |
| **SAP ECC** | N/A | N/A |
| **Zoho Analytics** | 8.0/10 | 199 |

#### Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Reports Interface** | 8.6 (682 reviews) ✓ Verified | Not enough data | 8.1 (182 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | 8.0 (163 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (676 reviews) ✓ Verified | Not enough data | 8.5 (176 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (113 reviews) | 
| **Dashboards** | 8.7 (679 reviews) ✓ Verified | Not enough data | 8.3 (177 reviews) ✓ Verified | 

#### Self Service 

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 8.3 (166 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (649 reviews) ✓ Verified | Not enough data | 8.4 (169 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | 8.0 (154 reviews) ✓ Verified | 
| **Search** | 8.1 (618 reviews) ✓ Verified | Not enough data | 8.0 (153 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (595 reviews) ✓ Verified | Not enough data | 7.8 (144 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (504 reviews) ✓ Verified | Not enough data | 7.7 (119 reviews) ✓ Verified | 

#### Building Reports

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 8.0 (133 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (405 reviews) ✓ Verified | Not enough data | 8.0 (125 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (358 reviews) ✓ Verified | Not enough data | 8.1 (120 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (333 reviews) ✓ Verified | Not enough data | 8.2 (112 reviews) ✓ Verified | 

### Accounting

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.4/10 | 340 |
| **Zoho Analytics** | N/A | N/A |

#### General Ledger

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Journal Entries** | Not enough data | 8.8 (253 reviews) ✓ Verified | Not enough data | 
| **Tags / Dimensions** | Not enough data | 8.4 (223 reviews) ✓ Verified | Not enough data | 
| **Audit Trail** | Not enough data | 8.7 (242 reviews) ✓ Verified | Not enough data | 

#### Accounts Receivable

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Invoice Customization** | Not enough data | 8.4 (233 reviews) ✓ Verified | Not enough data | 
| **AR Automation** | Not enough data | 8.3 (226 reviews) ✓ Verified | Not enough data | 
| **Collections Automation** | Not enough data | 8.4 (212 reviews) ✓ Verified | Not enough data | 

#### Accounts Payable

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **AP Automation** | Not enough data | 8.2 (233 reviews) ✓ Verified | Not enough data | 
| **Payment Processing** | Not enough data | 8.5 (246 reviews) ✓ Verified | Not enough data | 
| **Purchase Orders** | Not enough data | 8.6 (246 reviews) ✓ Verified | Not enough data | 

#### Other Functionality

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inventory Tracking / Ordering** | Not enough data | 8.4 (230 reviews) ✓ Verified | Not enough data | 
| **Inventory Pricing and Costing** | Not enough data | 8.4 (229 reviews) ✓ Verified | Not enough data | 
| **Inventory Reporting** | Not enough data | 8.4 (227 reviews) ✓ Verified | Not enough data | 
| **Multi-Entity / Consolidation** | Not enough data | 8.5 (215 reviews) ✓ Verified | Not enough data | 
| **Recognition Rules** | Not enough data | 8.3 (202 reviews) ✓ Verified | Not enough data | 
| **Reconciliations** | Not enough data | 8.4 (225 reviews) ✓ Verified | Not enough data | 
| **Payroll** | Not enough data | 8.5 (178 reviews) ✓ Verified | Not enough data | 
| **Time and Expense** | Not enough data | 8.2 (190 reviews) ✓ Verified | Not enough data | 

#### Reporting &amp; Analytics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Financial Statements** | Not enough data | 8.4 (249 reviews) ✓ Verified | Not enough data | 
| **Custom Reporting** | Not enough data | 8.2 (250 reviews) ✓ Verified | Not enough data | 
| **Budgeting / Forecasting** | Not enough data | 7.9 (214 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | Not enough data | 7.8 (230 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Customization** | Not enough data | 8.1 (241 reviews) ✓ Verified | Not enough data | 
| **Workflow Capability** | Not enough data | 8.0 (236 reviews) | Not enough data | 
| **User, Role, and Access Management** | Not enough data | 8.3 (248 reviews) ✓ Verified | Not enough data | 
| **Internationalization** | Not enough data | 8.3 (218 reviews) ✓ Verified | Not enough data | 
| **Performance and Reliability** | Not enough data | 8.3 (253 reviews) ✓ Verified | Not enough data | 
| **Output Document Generation** | Not enough data | 8.2 (242 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Import and Export Tools** | Not enough data | 8.1 (251 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | Not enough data | 8.1 (200 reviews) ✓ Verified | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | 8.2 (194 reviews) | Not enough data | 

#### Cash Flow

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Track Cash Flow** | Not enough data | 8.5 (78 reviews) ✓ Verified | Not enough data | 
| **Income and Expenses** | Not enough data | 8.7 (82 reviews) ✓ Verified | Not enough data | 
| **File Exports** | Not enough data | 8.9 (82 reviews) ✓ Verified | Not enough data | 

#### Budgeting &amp; Forecasting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Budgeting / Forecasting** | Not enough data | 7.9 (214 reviews) ✓ Verified | Not enough data | 
| **Data Import** | Not enough data | 8.5 (80 reviews) ✓ Verified | Not enough data | 
| **Versioning** | Not enough data | 8.5 (76 reviews) ✓ Verified | Not enough data | 
| **Historical Data** | Not enough data | 8.6 (85 reviews) ✓ Verified | Not enough data | 

#### Revenue

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Revenue Types** | Not enough data | 8.5 (78 reviews) ✓ Verified | Not enough data | 
| **Revenue Allocation** | Not enough data | 8.7 (77 reviews) ✓ Verified | Not enough data | 
| **Scheduling** | Not enough data | 8.6 (74 reviews) | Not enough data | 

#### Payroll

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Direct Deposit** | Not enough data | 8.7 (67 reviews) ✓ Verified | Not enough data | 
| **Check/W-2 Printing** | Not enough data | 8.6 (63 reviews) ✓ Verified | Not enough data | 
| **Tax Calculation** | Not enough data | 8.6 (75 reviews) ✓ Verified | Not enough data | 
| **Reporting and Dashboards** | Not enough data | 8.5 (79 reviews) ✓ Verified | Not enough data | 

#### AI

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Extraction** | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Invoice Processing** | Not enough data | 8.3 (8 reviews) | Not enough data | 
| **Expense Management** | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Fraud Detection** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Tax Compliance** | Not enough data | 8.1 (9 reviews) | Not enough data | 
| **Support Chatbots** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Bank Reconciliations** | Not enough data | 8.8 (10 reviews) | Not enough data | 
| **Report Generation** | Not enough data | 8.1 (9 reviews) | Not enough data | 
| **Customizable Alerts** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Predictive Analytics** | Not enough data | 7.9 (8 reviews) | Not enough data | 

#### Mobile Applications - Accounting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Cloud Integration** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Notifications** | Not enough data | 8.5 (8 reviews) | Not enough data | 
| **UI** | Not enough data | 8.3 (8 reviews) | Not enough data | 
| **Offline** | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Expense Tracking** | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **Invoice Management** | Not enough data | 8.7 (10 reviews) | Not enough data | 

#### Agentic AI - Accounting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.9 (6 reviews) | Not enough data | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 325 |
| **SAP ECC** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### Metrics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Sessions - Digital Analytics** | 8.8 (238 reviews) | Not enough data | Not enough data | 
| **Engagement** | 8.7 (238 reviews) | Not enough data | Not enough data | 
| **Entry and Exit Pages** | 8.4 (224 reviews) | Not enough data | Not enough data | 
| **Standard Event Tracking** | 8.3 (226 reviews) | Not enough data | Not enough data | 
| **Custom Event Tracking** | 8.4 (215 reviews) | Not enough data | Not enough data | 
| **Retention** | 8.3 (225 reviews) | Not enough data | Not enough data | 
| **Return** | 8.4 (219 reviews) | Not enough data | Not enough data | 
| **Conversions** | 8.5 (231 reviews) | Not enough data | Not enough data | 
| **Funnels** | 8.3 (223 reviews) | Not enough data | Not enough data | 

#### Reporting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Real-Time Reporting** | 8.4 (243 reviews) | Not enough data | Not enough data | 
| **Trending** | Feature Not Available | Not enough data | Not enough data | 
| **Retroactive Reporting** | 8.6 (242 reviews) | Not enough data | Not enough data | 
| **Segmentation** | 8.5 (245 reviews) | Not enough data | Not enough data | 
| **Mobile Reporting** | 8.1 (199 reviews) | Not enough data | Not enough data | 
| **Unification Across Devices** | 8.4 (205 reviews) | Not enough data | Not enough data | 
| **Custom Reports and Dashboards** | 9.0 (254 reviews) | Not enough data | Not enough data | 

#### Other

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **User Data** | 8.7 (226 reviews) | Not enough data | Not enough data | 
| **Site Search Reporting** | 8.6 (209 reviews) | Not enough data | Not enough data | 
| **Load Time Monitoring** | 8.4 (201 reviews) | Not enough data | Not enough data | 
| **Campaign Tracking** | 8.7 (216 reviews) | Not enough data | Not enough data | 
| **E-Commerce** | 8.7 (208 reviews) | Not enough data | Not enough data | 
| **Promotional Messages** | 8.2 (180 reviews) | Not enough data | Not enough data | 
| **Administration Alerts** | 8.3 (191 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Digital Analytics

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

#### Administration

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

### Process ERP

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.3/10 | 143 |
| **Zoho Analytics** | N/A | N/A |

#### Accounting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Chart of Accounts** | Not enough data | 8.3 (90 reviews) | Not enough data | 
| **AP Automation** | Not enough data | 8.2 (87 reviews) | Not enough data | 
| **AR Automation** | Not enough data | 8.4 (81 reviews) | Not enough data | 
| **Journal Entries** | Not enough data | 8.4 (89 reviews) | Not enough data | 
| **Tags &amp; Dimensions** | Not enough data | 8.1 (78 reviews) | Not enough data | 
| **Cash Management** | Not enough data | 8.4 (81 reviews) | Not enough data | 
| **Payment Batches** | Not enough data | 8.4 (55 reviews) | Not enough data | 
| **Payments Scheduling** | Not enough data | 8.4 (56 reviews) | Not enough data | 
| **Payment Settlements** | Not enough data | 8.5 (51 reviews) | Not enough data | 
| **Payment Methods** | Not enough data | 8.7 (55 reviews) | Not enough data | 

#### Inventory &amp; Warehouse

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inventory Tracking** | Not enough data | 8.6 (94 reviews) | Not enough data | 
| **Inventory Costing** | Not enough data | 8.5 (92 reviews) | Not enough data | 
| **Product Master** | Not enough data | 8.6 (89 reviews) | Not enough data | 
| **Inventory Forecasting** | Not enough data | 8.4 (84 reviews) | Not enough data | 
| **Integrations** | Not enough data | 8.4 (84 reviews) | Not enough data | 
| **Shelf Life** | Not enough data | 8.4 (79 reviews) | Not enough data | 
| **Traceability** | Not enough data | 8.5 (84 reviews) | Not enough data | 
| **Hazardous Materials** | Not enough data | 8.0 (76 reviews) | Not enough data | 

#### Purchasing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Demand** | Not enough data | 8.6 (85 reviews) | Not enough data | 
| **Purchase Orders** | Not enough data | 8.8 (92 reviews) | Not enough data | 
| **In Transit** | Not enough data | 8.3 (87 reviews) | Not enough data | 
| **Receiving** | Not enough data | 8.8 (90 reviews) | Not enough data | 

#### Sales &amp; Marketing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Customer Master** | Not enough data | 8.5 (83 reviews) | Not enough data | 
| **ATP** | Not enough data | 8.2 (73 reviews) | Not enough data | 
| **Order History** | Not enough data | 8.8 (91 reviews) | Not enough data | 
| **Returns** | Not enough data | 8.5 (81 reviews) | Not enough data | 
| **Credit Limits** | Not enough data | 8.3 (77 reviews) | Not enough data | 
| **Pricing &amp; Discounts** | Not enough data | 8.4 (77 reviews) | Not enough data | 

#### Manufacturing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **MRP** | Not enough data | 8.7 (81 reviews) | Not enough data | 
| **Formulas &amp; Recipes** | Not enough data | 8.6 (76 reviews) | Not enough data | 
| **MPS** | Not enough data | 8.5 (72 reviews) | Not enough data | 
| **Shop Floor** | Not enough data | 8.4 (73 reviews) | Not enough data | 
| **WIP** | Not enough data | 8.3 (77 reviews) | Not enough data | 
| **Work Orders** | Not enough data | 8.4 (82 reviews) | Not enough data | 
| **Co-Products &amp; By-Products** | Not enough data | 8.4 (71 reviews) | Not enough data | 
| **Batch Management** | Not enough data | 8.6 (75 reviews) | Not enough data | 

#### Quality Management

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inspections** | Not enough data | 8.4 (72 reviews) | Not enough data | 
| **Rework** | Not enough data | 8.3 (74 reviews) | Not enough data | 
| **Waste** | Not enough data | 8.0 (73 reviews) | Not enough data | 
| **Defects** | Not enough data | 8.1 (72 reviews) | Not enough data | 
| **Recalls** | Not enough data | 7.9 (73 reviews) | Not enough data | 
| **Compliance** | Not enough data | 8.5 (73 reviews) | Not enough data | 
| **Customer Requirements** | Not enough data | 8.5 (75 reviews) | Not enough data | 

#### Distribution

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Picking &amp; Packing** | Not enough data | 8.4 (76 reviews) | Not enough data | 
| **Custom Packing** | Not enough data | 8.3 (74 reviews) | Not enough data | 
| **Labelling** | Not enough data | 8.4 (77 reviews) | Not enough data | 
| **Shipping** | Not enough data | 8.4 (81 reviews) | Not enough data | 
| **Tracking** | Not enough data | 8.3 (81 reviews) | Not enough data | 

#### HR

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Payroll** | Not enough data | 8.5 (74 reviews) | Not enough data | 
| **Workforce Management** | Not enough data | 8.6 (71 reviews) | Not enough data | 
| **Time &amp; Attendance** | Not enough data | 8.4 (69 reviews) | Not enough data | 

#### Generative AI

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 6.3 (8 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 6.5 (8 reviews) | Not enough data | 

#### Agentic AI  - Process ERP

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Mixed Mode ERP

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.6/10 | 59 |
| **Zoho Analytics** | N/A | N/A |

#### Accounting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Chart of Accounts** | Not enough data | 8.5 (37 reviews) ✓ Verified | Not enough data | 
| **AP Automation** | Not enough data | 8.1 (36 reviews) ✓ Verified | Not enough data | 
| **AR Automation** | Not enough data | 8.0 (36 reviews) ✓ Verified | Not enough data | 
| **Journal Entries** | Not enough data | 8.6 (35 reviews) ✓ Verified | Not enough data | 
| **Tags &amp; Dimensions** | Not enough data | 8.2 (35 reviews) ✓ Verified | Not enough data | 
| **Cash Management** | Not enough data | 8.7 (34 reviews) ✓ Verified | Not enough data | 
| **Payment Batches** | Not enough data | 8.5 (21 reviews) ✓ Verified | Not enough data | 
| **Payments Scheduling** | Not enough data | 8.9 (22 reviews) ✓ Verified | Not enough data | 
| **Payment Settlements** | Not enough data | 8.6 (21 reviews) ✓ Verified | Not enough data | 
| **Payment Methods** | Not enough data | 8.8 (20 reviews) ✓ Verified | Not enough data | 

#### Inventory &amp; Warehouse

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inventory Tracking** | Not enough data | 8.9 (40 reviews) ✓ Verified | Not enough data | 
| **Inventory Costing** | Not enough data | 8.8 (41 reviews) ✓ Verified | Not enough data | 
| **Product Master** | Not enough data | 8.6 (39 reviews) ✓ Verified | Not enough data | 
| **Inventory Forecasting** | Not enough data | 8.3 (40 reviews) ✓ Verified | Not enough data | 
| **Integrations** | Not enough data | 8.4 (40 reviews) ✓ Verified | Not enough data | 

#### Purchasing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Demand** | Not enough data | 8.4 (37 reviews) ✓ Verified | Not enough data | 
| **Purchase Orders** | Not enough data | 8.9 (40 reviews) ✓ Verified | Not enough data | 
| **In Transit** | Not enough data | 8.3 (37 reviews) ✓ Verified | Not enough data | 
| **Receiving** | Not enough data | 8.8 (39 reviews) ✓ Verified | Not enough data | 

#### Sales &amp; Marketing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Customer Master** | Not enough data | 8.7 (37 reviews) ✓ Verified | Not enough data | 
| **ATP** | Not enough data | 8.8 (35 reviews) ✓ Verified | Not enough data | 
| **Order History** | Not enough data | 8.8 (40 reviews) ✓ Verified | Not enough data | 
| **Returns** | Not enough data | 8.4 (39 reviews) ✓ Verified | Not enough data | 
| **Credit Limits** | Not enough data | 8.6 (36 reviews) ✓ Verified | Not enough data | 
| **Pricing &amp; Discounts** | Not enough data | 8.4 (36 reviews) ✓ Verified | Not enough data | 

#### Discrete Manufacturing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **MRP** | Not enough data | 8.7 (31 reviews) ✓ Verified | Not enough data | 
| **MPS** | Not enough data | 8.8 (28 reviews) ✓ Verified | Not enough data | 
| **Shop Floor** | Not enough data | 8.3 (31 reviews) ✓ Verified | Not enough data | 
| **WIP** | Not enough data | 8.7 (30 reviews) ✓ Verified | Not enough data | 
| **Work Orders** | Not enough data | 8.8 (33 reviews) ✓ Verified | Not enough data | 
| **BOM** | Not enough data | 8.9 (30 reviews) ✓ Verified | Not enough data | 

#### Process Manufacturing 

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Formulas &amp; Recipes** | Not enough data | 8.6 (31 reviews) ✓ Verified | Not enough data | 
| **Co-Products &amp; By-Products** | Not enough data | 8.6 (33 reviews) ✓ Verified | Not enough data | 
| **Batch Management** | Not enough data | 8.3 (36 reviews) ✓ Verified | Not enough data | 

#### ETO Manufacturing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Engineering** | Not enough data | 8.8 (28 reviews) ✓ Verified | Not enough data | 
| **Product Configuration** | Not enough data | 8.6 (31 reviews) ✓ Verified | Not enough data | 
| **Concurrent Engineering** | Not enough data | 8.7 (27 reviews) ✓ Verified | Not enough data | 

#### Quality Management

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inspections** | Not enough data | 8.6 (27 reviews) ✓ Verified | Not enough data | 
| **Rework** | Not enough data | 8.8 (28 reviews) ✓ Verified | Not enough data | 
| **Waste** | Not enough data | 8.5 (27 reviews) ✓ Verified | Not enough data | 
| **Defects** | Not enough data | 8.4 (28 reviews) ✓ Verified | Not enough data | 

#### Service

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Field Service** | Not enough data | 8.6 (28 reviews) ✓ Verified | Not enough data | 
| **Warranty Management** | Not enough data | 9.0 (27 reviews) ✓ Verified | Not enough data | 
| **Maintenance** | Not enough data | 8.7 (31 reviews) ✓ Verified | Not enough data | 

#### Distribution

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Picking &amp; Packing** | Not enough data | 8.9 (32 reviews) ✓ Verified | Not enough data | 
| **Shipping** | Not enough data | 8.6 (36 reviews) ✓ Verified | Not enough data | 
| **Tracking** | Not enough data | 8.5 (34 reviews) ✓ Verified | Not enough data | 

#### HR

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Payroll** | Not enough data | 8.2 (30 reviews) ✓ Verified | Not enough data | 
| **Workforce Management** | Not enough data | 8.4 (30 reviews) ✓ Verified | Not enough data | 
| **Time &amp; Attendance** | Not enough data | 8.7 (31 reviews) ✓ Verified | Not enough data | 

#### Generative AI

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

#### Agentic AI  - Mixed Mode ERP

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Discrete ERP

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.7/10 | 41 |
| **Zoho Analytics** | N/A | N/A |

#### Accounting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Chart of Accounts** | Not enough data | 8.6 (34 reviews) ✓ Verified | Not enough data | 
| **AP Automation** | Not enough data | 8.9 (32 reviews) ✓ Verified | Not enough data | 
| **AR Automation** | Not enough data | 8.4 (31 reviews) ✓ Verified | Not enough data | 
| **Journal Entries** | Not enough data | 8.6 (33 reviews) ✓ Verified | Not enough data | 
| **Tags &amp; Dimensions** | Not enough data | 8.6 (30 reviews) ✓ Verified | Not enough data | 
| **Cash Management** | Not enough data | 8.8 (33 reviews) ✓ Verified | Not enough data | 
| **Payment Batches** | Not enough data | 8.2 (28 reviews) ✓ Verified | Not enough data | 
| **Payments Scheduling** | Not enough data | 8.9 (30 reviews) ✓ Verified | Not enough data | 
| **Payment Settlements** | Not enough data | 8.9 (30 reviews) ✓ Verified | Not enough data | 
| **Payment Methods** | Not enough data | 8.7 (31 reviews) ✓ Verified | Not enough data | 

#### Inventory &amp; Warehouse

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inventory Tracking** | Not enough data | 8.8 (36 reviews) ✓ Verified | Not enough data | 
| **Inventory Costing** | Not enough data | 8.9 (36 reviews) ✓ Verified | Not enough data | 
| **Product Master** | Not enough data | 8.7 (36 reviews) ✓ Verified | Not enough data | 
| **Inventory Forecasting** | Not enough data | 8.7 (35 reviews) ✓ Verified | Not enough data | 
| **Integrations** | Not enough data | 8.8 (36 reviews) ✓ Verified | Not enough data | 

#### Purchasing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Demand** | Not enough data | 8.5 (35 reviews) ✓ Verified | Not enough data | 
| **Purchase Orders** | Not enough data | 9.0 (35 reviews) ✓ Verified | Not enough data | 
| **In Transit** | Not enough data | 8.8 (32 reviews) ✓ Verified | Not enough data | 
| **Receiving** | Not enough data | 8.6 (35 reviews) ✓ Verified | Not enough data | 

#### Sales &amp; Marketing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Customer Master** | Not enough data | 8.8 (34 reviews) ✓ Verified | Not enough data | 
| **ATP** | Not enough data | 8.4 (33 reviews) ✓ Verified | Not enough data | 
| **Order History** | Not enough data | 8.9 (35 reviews) ✓ Verified | Not enough data | 
| **Returns** | Not enough data | 8.6 (34 reviews) ✓ Verified | Not enough data | 
| **Credit Limits** | Not enough data | 9.0 (34 reviews) ✓ Verified | Not enough data | 
| **Pricing &amp; Discounts** | Not enough data | 8.4 (33 reviews) ✓ Verified | Not enough data | 

#### Manufacturing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **WIP** | Not enough data | 8.6 (32 reviews) ✓ Verified | Not enough data | 
| **Work Orders** | Not enough data | 8.6 (33 reviews) ✓ Verified | Not enough data | 
| **MRP** | Not enough data | 8.7 (33 reviews) ✓ Verified | Not enough data | 
| **BOM** | Not enough data | 8.7 (32 reviews) ✓ Verified | Not enough data | 
| **MPS** | Not enough data | 8.7 (30 reviews) ✓ Verified | Not enough data | 
| **Shop Floor** | Not enough data | 8.3 (31 reviews) ✓ Verified | Not enough data | 

#### Quality Management

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inspections** | Not enough data | 8.5 (32 reviews) ✓ Verified | Not enough data | 
| **Rework** | Not enough data | 8.2 (33 reviews) ✓ Verified | Not enough data | 
| **Waste** | Not enough data | 8.2 (32 reviews) ✓ Verified | Not enough data | 
| **Defects** | Not enough data | 8.5 (32 reviews) ✓ Verified | Not enough data | 

#### Distribution

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Picking &amp; Packing** | Not enough data | 8.6 (33 reviews) ✓ Verified | Not enough data | 
| **Shipping** | Not enough data | 8.7 (33 reviews) ✓ Verified | Not enough data | 
| **Tracking** | Not enough data | 8.6 (33 reviews) ✓ Verified | Not enough data | 

#### HR

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Payroll** | Not enough data | 8.7 (31 reviews) ✓ Verified | Not enough data | 
| **Workforce Management** | Not enough data | 8.7 (31 reviews) ✓ Verified | Not enough data | 
| **Time &amp; Attendance** | Not enough data | 8.7 (31 reviews) ✓ Verified | Not enough data | 

#### Generative AI 

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.7 (5 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 9.3 (5 reviews) | Not enough data | 

#### Agentic AI - Discrete ERP

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Distribution ERP

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.3/10 | 76 |
| **Zoho Analytics** | N/A | N/A |

#### Accounting 

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Chart of Accounts** | Not enough data | 8.5 (53 reviews) ✓ Verified | Not enough data | 
| **AP Automation** | Not enough data | 8.3 (51 reviews) ✓ Verified | Not enough data | 
| **AR Automation** | Not enough data | 8.1 (49 reviews) ✓ Verified | Not enough data | 
| **Journal Entries** | Not enough data | 8.2 (48 reviews) ✓ Verified | Not enough data | 
| **Tags &amp; Dimensions** | Not enough data | 8.1 (50 reviews) ✓ Verified | Not enough data | 
| **Cash Management** | Not enough data | 8.5 (54 reviews) ✓ Verified | Not enough data | 
| **Payment Batches** | Not enough data | 8.6 (42 reviews) ✓ Verified | Not enough data | 
| **Payments Scheduling** | Not enough data | 8.7 (41 reviews) ✓ Verified | Not enough data | 
| **Payment Settlements** | Not enough data | 8.6 (43 reviews) ✓ Verified | Not enough data | 
| **Payment Methods** | Not enough data | 8.6 (43 reviews) ✓ Verified | Not enough data | 

#### Inventory

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inventory Tracking** | Not enough data | 8.4 (57 reviews) ✓ Verified | Not enough data | 
| **Inventory Costing** | Not enough data | 8.3 (56 reviews) ✓ Verified | Not enough data | 
| **Product Master** | Not enough data | 8.4 (57 reviews) ✓ Verified | Not enough data | 
| **Inventory Forecasting** | Not enough data | 8.3 (54 reviews) ✓ Verified | Not enough data | 
| **Integrations** | Not enough data | 8.4 (54 reviews) ✓ Verified | Not enough data | 

#### Warehousing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Locations** | Not enough data | 8.6 (53 reviews) ✓ Verified | Not enough data | 
| **Multi-Warehouse** | Not enough data | 8.8 (49 reviews) ✓ Verified | Not enough data | 
| **Third-Party** | Not enough data | 8.3 (50 reviews) ✓ Verified | Not enough data | 

#### Purchasing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Demand** | Not enough data | 8.1 (49 reviews) ✓ Verified | Not enough data | 
| **Purchase Orders** | Not enough data | 8.5 (52 reviews) ✓ Verified | Not enough data | 
| **In Transit** | Not enough data | 8.2 (51 reviews) ✓ Verified | Not enough data | 
| **Receiving** | Not enough data | 8.3 (53 reviews) ✓ Verified | Not enough data | 

#### Sales &amp; Marketing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Customer Master** | Not enough data | 8.5 (52 reviews) ✓ Verified | Not enough data | 
| **ATP** | Not enough data | 8.5 (46 reviews) ✓ Verified | Not enough data | 
| **Order History** | Not enough data | 8.4 (52 reviews) ✓ Verified | Not enough data | 
| **Returns** | Not enough data | 8.2 (51 reviews) ✓ Verified | Not enough data | 
| **Credit Limits** | Not enough data | 8.0 (49 reviews) ✓ Verified | Not enough data | 
| **Pricing &amp; Discounts** | Not enough data | 8.2 (50 reviews) ✓ Verified | Not enough data | 

#### Assembly

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **BOM** | Not enough data | 8.5 (49 reviews) ✓ Verified | Not enough data | 
| **Kitting** | Not enough data | 8.3 (45 reviews) ✓ Verified | Not enough data | 
| **Disassembly** | Not enough data | 8.4 (44 reviews) ✓ Verified | Not enough data | 

#### Logistics 

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Picking &amp; Packing** | Not enough data | 8.2 (51 reviews) ✓ Verified | Not enough data | 
| **Packaging** | Not enough data | 8.1 (48 reviews) ✓ Verified | Not enough data | 
| **Shipping** | Not enough data | 8.2 (52 reviews) ✓ Verified | Not enough data | 
| **Routing** | Not enough data | 8.0 (50 reviews) ✓ Verified | Not enough data | 
| **Tracking** | Not enough data | 7.8 (50 reviews) ✓ Verified | Not enough data | 

#### HR

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Payroll** | Not enough data | 8.1 (43 reviews) ✓ Verified | Not enough data | 
| **Workforce Management** | Not enough data | Feature Not Available | Not enough data | 
| **Time &amp; Attendance** | Not enough data | 8.2 (46 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.6 (7 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 8.3 (7 reviews) | Not enough data | 

#### Agentic AI - Distribution ERP

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 

### ETO ERP

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.7/10 | 18 |
| **Zoho Analytics** | N/A | N/A |

#### Accounting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Chart of Accounts** | Not enough data | 8.3 (11 reviews) | Not enough data | 
| **AP Automation** | Not enough data | 8.3 (10 reviews) | Not enough data | 
| **AR Automation** | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **Journal Entries** | Not enough data | 9.2 (11 reviews) | Not enough data | 
| **Tags &amp; Dimensions** | Not enough data | 8.2 (10 reviews) | Not enough data | 
| **Cash Management** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Fixed Assets** | Not enough data | 8.6 (11 reviews) | Not enough data | 
| **Proejct Accounting** | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **Payment Batches** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Payments Scheduling** | Not enough data | 9.0 (8 reviews) | Not enough data | 
| **Payment Settlements** | Not enough data | 8.6 (7 reviews) | Not enough data | 
| **Payment Methods** | Not enough data | 8.5 (9 reviews) | Not enough data | 

#### Inventory &amp; Warehouse

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inventory Tracking** | Not enough data | 8.5 (11 reviews) | Not enough data | 
| **Inventory Costing** | Not enough data | 8.8 (12 reviews) | Not enough data | 
| **Product Master** | Not enough data | 7.9 (12 reviews) | Not enough data | 
| **Inventory Forecasting** | Not enough data | 8.5 (11 reviews) | Not enough data | 
| **Integrations** | Not enough data | 8.5 (12 reviews) | Not enough data | 

#### Purchasing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Demand** | Not enough data | 8.6 (11 reviews) | Not enough data | 
| **Purchase Orders** | Not enough data | 8.5 (12 reviews) | Not enough data | 
| **In Transit** | Not enough data | 8.3 (12 reviews) | Not enough data | 
| **Receiving** | Not enough data | 8.6 (12 reviews) | Not enough data | 

#### Sales &amp; Marketing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Customer Master** | Not enough data | 8.2 (10 reviews) | Not enough data | 
| **ATP** | Not enough data | 9.1 (9 reviews) | Not enough data | 
| **Quote Management** | Not enough data | 9.4 (8 reviews) | Not enough data | 
| **Order History** | Not enough data | 8.7 (9 reviews) | Not enough data | 
| **Returns** | Not enough data | 8.9 (9 reviews) | Not enough data | 
| **Credit Limits** | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **Pricing &amp; Discounts** | Not enough data | 8.8 (10 reviews) | Not enough data | 

#### Service

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Field Service** | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **Warranty Management** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Maintenance** | Not enough data | 9.2 (10 reviews) | Not enough data | 

#### Manufacturing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **MRP** | Not enough data | 9.1 (11 reviews) | Not enough data | 
| **BOM** | Not enough data | 9.4 (11 reviews) | Not enough data | 
| **MPS** | Not enough data | 8.5 (8 reviews) | Not enough data | 
| **Shop Floor** | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **WIP** | Not enough data | 8.9 (11 reviews) | Not enough data | 
| **Work Orders** | Not enough data | 9.3 (10 reviews) | Not enough data | 
| **Engineering** | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **Product Configuration** | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **Concurrent Engineering** | Not enough data | 8.8 (10 reviews) | Not enough data | 

#### Quality Management

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Inspections** | Not enough data | 8.8 (11 reviews) | Not enough data | 
| **Rework** | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **Waste** | Not enough data | 8.9 (9 reviews) | Not enough data | 
| **Defects** | Not enough data | 9.2 (10 reviews) | Not enough data | 

#### Distribution

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Pickinh &amp; Packing** | Not enough data | 9.1 (9 reviews) | Not enough data | 
| **Shipping** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Tracking** | Not enough data | 9.3 (9 reviews) | Not enough data | 

#### HR

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Payroll** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Workforce Management** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Time &amp; Attendence** | Not enough data | 8.8 (10 reviews) | Not enough data | 

#### Generative AI

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

#### Agentic AI - ETO ERP

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### ERP Systems

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.2/10 | 206 |
| **Zoho Analytics** | N/A | N/A |

#### Accounting

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **AP Automation** | Not enough data | 8.3 (139 reviews) ✓ Verified | Not enough data | 
| **AR Automation** | Not enough data | 8.2 (130 reviews) ✓ Verified | Not enough data | 
| **Audit Trail** | Not enough data | 8.5 (138 reviews) ✓ Verified | Not enough data | 
| **Budgeting / Forecasting** | Not enough data | 8.2 (137 reviews) ✓ Verified | Not enough data | 
| **Collections Automation** | Not enough data | 8.2 (125 reviews) ✓ Verified | Not enough data | 
| **Financial Statements** | Not enough data | 8.5 (144 reviews) ✓ Verified | Not enough data | 
| **Invoice Customization** | Not enough data | 8.2 (144 reviews) ✓ Verified | Not enough data | 
| **Journal Entries** | Not enough data | 8.5 (135 reviews) ✓ Verified | Not enough data | 
| **Monitor Cash Positions** | Not enough data | 8.5 (128 reviews) ✓ Verified | Not enough data | 
| **Multi-Entity / Consolidation** | Not enough data | 8.4 (129 reviews) ✓ Verified | Not enough data | 
| **Payment Processing** | Not enough data | 8.5 (141 reviews) ✓ Verified | Not enough data | 
| **Recognition Rules** | Not enough data | 8.3 (127 reviews) ✓ Verified | Not enough data | 
| **Reconciliations** | Not enough data | 8.3 (140 reviews) ✓ Verified | Not enough data | 
| **Tags / Dimensions** | Not enough data | 8.3 (121 reviews) ✓ Verified | Not enough data | 
| **Payments Scheduling** | Not enough data | 8.3 (111 reviews) ✓ Verified | Not enough data | 
| **Payment Batches** | Not enough data | 8.4 (111 reviews) ✓ Verified | Not enough data | 
| **Payment Settlements ** | Not enough data | 8.4 (112 reviews) | Not enough data | 
| **Payment Methods** | Not enough data | 8.6 (114 reviews) ✓ Verified | Not enough data | 

#### Back Office

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Allocation** | Not enough data | 8.3 (127 reviews) ✓ Verified | Not enough data | 
| **Asset Register** | Not enough data | 8.2 (128 reviews) ✓ Verified | Not enough data | 
| **Lean Management** | Not enough data | 8.3 (118 reviews) ✓ Verified | Not enough data | 
| **Maintenance** | Not enough data | 8.3 (129 reviews) ✓ Verified | Not enough data | 
| **Organization Management** | Not enough data | 8.4 (126 reviews) ✓ Verified | Not enough data | 
| **Payroll** | Not enough data | 8.2 (120 reviews) ✓ Verified | Not enough data | 
| **Portfolio Mix** | Not enough data | 8.1 (108 reviews) ✓ Verified | Not enough data | 
| **Purchase Orders** | Not enough data | 8.7 (138 reviews) ✓ Verified | Not enough data | 
| **Requisition** | Not enough data | 8.6 (132 reviews) ✓ Verified | Not enough data | 
| **Shift Scheduling** | Not enough data | 8.1 (113 reviews) ✓ Verified | Not enough data | 
| **Sourcing** | Not enough data | 8.2 (122 reviews) ✓ Verified | Not enough data | 
| **Status** | Not enough data | 8.5 (126 reviews) ✓ Verified | Not enough data | 
| **Time &amp; Attendance Tracking** | Not enough data | 8.2 (117 reviews) ✓ Verified | Not enough data | 
| **Warranty Management** | Not enough data | 8.1 (107 reviews) ✓ Verified | Not enough data | 

#### Front Office

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **ATP** | Not enough data | 8.2 (107 reviews) ✓ Verified | Not enough data | 
| **Checkout Process** | Not enough data | 8.1 (110 reviews) ✓ Verified | Not enough data | 
| **Configuration Rules** | Not enough data | 8.5 (124 reviews) ✓ Verified | Not enough data | 
| **Contact &amp; Account Management** | Not enough data | 8.2 (118 reviews) ✓ Verified | Not enough data | 
| **Customer Portal** | Not enough data | 8.4 (114 reviews) ✓ Verified | Not enough data | 
| **Field Service Booking** | Not enough data | 8.1 (100 reviews) ✓ Verified | Not enough data | 
| **Field Service Dispatch** | Not enough data | 7.9 (101 reviews) ✓ Verified | Not enough data | 
| **Product &amp; Price List Management** | Not enough data | 8.2 (112 reviews) ✓ Verified | Not enough data | 
| **Product Catalog** | Not enough data | 8.3 (116 reviews) ✓ Verified | Not enough data | 
| **Promotions and Discounts** | Not enough data | 8.0 (108 reviews) ✓ Verified | Not enough data | 
| **Quote &amp; Order Management** | Not enough data | 8.5 (122 reviews) ✓ Verified | Not enough data | 
| **Returns / Refunds** | Not enough data | 8.3 (118 reviews) ✓ Verified | Not enough data | 
| **Storefront Design Tools** | Not enough data | 8.1 (107 reviews) ✓ Verified | Not enough data | 
| **Territory &amp; Quota Management** | Not enough data | 8.1 (103 reviews) ✓ Verified | Not enough data | 
| **Tickets** | Not enough data | 8.3 (105 reviews) ✓ Verified | Not enough data | 
| **Visual Configuration** | Not enough data | 8.1 (109 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Breadth of Partner Applications** | Not enough data | 8.2 (116 reviews) ✓ Verified | Not enough data | 
| **Data Import and Export Tools** | Not enough data | 8.3 (131 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | Not enough data | 8.2 (119 reviews) ✓ Verified | Not enough data | 

#### Logistics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Centralized Inventory Database** | Not enough data | 8.3 (116 reviews) ✓ Verified | Not enough data | 
| **In Transit** | Not enough data | 8.1 (113 reviews) ✓ Verified | Not enough data | 
| **Inventory Forecasting** | Not enough data | 8.3 (120 reviews) ✓ Verified | Not enough data | 
| **Inventory Pricing and Costing** | Not enough data | 8.1 (125 reviews) ✓ Verified | Not enough data | 
| **Inventory Reporting** | Not enough data | 8.1 (130 reviews) ✓ Verified | Not enough data | 
| **Inventory Tracking / Ordering** | Not enough data | 8.4 (130 reviews) ✓ Verified | Not enough data | 
| **Picking Methods** | Not enough data | 8.2 (117 reviews) ✓ Verified | Not enough data | 
| **Picking Planning** | Not enough data | 8.3 (116 reviews) ✓ Verified | Not enough data | 
| **Receiving** | Not enough data | 8.3 (124 reviews) ✓ Verified | Not enough data | 
| **Shipping Options** | Not enough data | 8.2 (119 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Customization** | Not enough data | 8.2 (134 reviews) ✓ Verified | Not enough data | 
| **Internationalization** | Not enough data | 8.3 (115 reviews) ✓ Verified | Not enough data | 
| **Output Document Generation** | Not enough data | 8.3 (124 reviews) ✓ Verified | Not enough data | 
| **Performance and Reliability** | Not enough data | 8.4 (136 reviews) ✓ Verified | Not enough data | 
| **User, Role, and Access Management** | Not enough data | 8.4 (131 reviews) ✓ Verified | Not enough data | 
| **Workflow Capability** | Not enough data | 8.4 (131 reviews) ✓ Verified | Not enough data | 

#### Production

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **BOM** | Not enough data | 8.4 (116 reviews) ✓ Verified | Not enough data | 
| **Defects** | Not enough data | 8.2 (108 reviews) ✓ Verified | Not enough data | 
| **Identify Demand** | Not enough data | 8.2 (108 reviews) ✓ Verified | Not enough data | 
| **Inspections** | Not enough data | 8.4 (108 reviews) ✓ Verified | Not enough data | 
| **Manage Resources** | Not enough data | 8.4 (112 reviews) ✓ Verified | Not enough data | 
| **MPS** | Not enough data | 8.3 (103 reviews) ✓ Verified | Not enough data | 
| **MRP** | Not enough data | 8.6 (114 reviews) ✓ Verified | Not enough data | 
| **Production Plans** | Not enough data | 8.4 (110 reviews) ✓ Verified | Not enough data | 
| **Rework** | Not enough data | 8.3 (103 reviews) ✓ Verified | Not enough data | 
| **Shop Floor** | Not enough data | 8.2 (107 reviews) ✓ Verified | Not enough data | 
| **Waste** | Not enough data | 8.1 (105 reviews) ✓ Verified | Not enough data | 
| **WIP** | Not enough data | 8.1 (102 reviews) ✓ Verified | Not enough data | 

#### Reporting &amp; Analytics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Custom Reporting** | Not enough data | 8.5 (133 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | Not enough data | 8.2 (129 reviews) ✓ Verified | Not enough data | 
| **Integration** | Not enough data | 8.5 (136 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 6.9 (30 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 7.1 (29 reviews) | Not enough data | 

#### Agentic AI - ERP Systems

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Decision Making** | Not enough data | 7.8 (15 reviews) | Not enough data | 

### Quality Management (QMS)

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **SAP ECC** | 8.5/10 | 49 |
| **Zoho Analytics** | N/A | N/A |

#### Nonconformance

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Conformance Records** | Not enough data | 8.4 (35 reviews) | Not enough data | 
| **CAPA** | Not enough data | 8.7 (31 reviews) | Not enough data | 
| **Change Management** | Not enough data | 8.4 (33 reviews) | Not enough data | 

#### Quality system

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Document Control** | Not enough data | 8.6 (36 reviews) | Not enough data | 
| **Collaboration** | Not enough data | 8.6 (34 reviews) | Not enough data | 
| **Analytics and Reports** | Not enough data | 8.5 (38 reviews) | Not enough data | 

#### Risk Management

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Assessments** | Not enough data | 8.4 (33 reviews) | Not enough data | 
| **Operational Risk** | Not enough data | 8.5 (31 reviews) | Not enough data | 
| **Supplier Evaluation** | Not enough data | 8.4 (33 reviews) | Not enough data | 

#### Inspection Management

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Templates** | Not enough data | 8.5 (34 reviews) | Not enough data | 
| **Workflows** | Not enough data | 8.7 (35 reviews) | Not enough data | 
| **Corrective Actions** | Not enough data | 8.8 (32 reviews) | Not enough data | 

#### Compliance

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Standards &amp; Regulations** | Not enough data | 8.6 (32 reviews) | Not enough data | 
| **Permits** | Not enough data | 8.9 (29 reviews) | Not enough data | 
| **Certifications** | Not enough data | 8.6 (33 reviews) | Not enough data | 

#### Platform

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Integration** | Not enough data | 8.5 (34 reviews) | Not enough data | 
| **Security &amp; Privacy** | Not enough data | 9.2 (34 reviews) | Not enough data | 
| **Mobile Access** | Not enough data | 7.5 (34 reviews) | Not enough data | 
| **Flexibility** | Not enough data | 8.0 (35 reviews) | Not enough data | 

#### Services

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Implementation** | Not enough data | 8.1 (35 reviews) | Not enough data | 
| **Training &amp; Learning** | Not enough data | 8.1 (33 reviews) | Not enough data | 
| **Customer Support** | Not enough data | 8.5 (35 reviews) | Not enough data | 
| **Professional Services** | Not enough data | 8.8 (33 reviews) | Not enough data | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.1/10 | 260 |
| **SAP ECC** | N/A | N/A |
| **Zoho Analytics** | 8.2/10 | 61 |

#### Agentic AI - Sales Analytics

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

#### Data Sourcing

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Data Sourcing** | 8.8 (203 reviews) | Not enough data | 8.4 (53 reviews) | 
| **Exporting &amp; Sharing Data** | 8.8 (221 reviews) | Not enough data | 8.5 (56 reviews) | 
| **Multi-Device Data Visualization** | 8.6 (188 reviews) | Not enough data | 8.4 (48 reviews) | 
| **Interactive Dashboards** | 8.8 (225 reviews) | Not enough data | 8.6 (55 reviews) | 
| **Data Segmentation** | 8.7 (209 reviews) | Not enough data | 8.4 (51 reviews) | 

#### Predictive Analytics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Lead Scoring** | 8.3 (153 reviews) | Not enough data | 7.9 (47 reviews) | 
| **Opportunity Scoring** | 8.2 (149 reviews) | Not enough data | 7.7 (45 reviews) | 
| **Risk Analysis** | 8.2 (147 reviews) | Not enough data | 7.8 (46 reviews) | 
| **Live Forecasting** | 8.0 (164 reviews) | Not enough data | 7.9 (46 reviews) | 

#### Sales Management

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Live Pipeline Management** | 8.4 (161 reviews) | Not enough data | 8.0 (46 reviews) | 
| **Sales Gamification** | 8.2 (140 reviews) | Not enough data | Feature Not Available | 
| **Account-Based Analytics** | 8.6 (170 reviews) | Not enough data | 8.3 (53 reviews) | 
| **Activity Tracking** | 8.7 (168 reviews) | Not enough data | 8.5 (55 reviews) | 

### Accounting &amp; Finance

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

#### Agentic AI - Accounting &amp; Finance

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

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

#### Statistical Tool

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

#### Data Analysis

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | Not enough data | 

#### Decision Making

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

#### Generative AI

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

### Marketing Analytics

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

#### Marketing Operations

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **ROI Tracking** | 8.6 (221 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Collection** | 8.7 (242 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Customer Insights** | 8.5 (229 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Multi-User Access** | 8.9 (244 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Spend Management** | 8.4 (130 reviews) | Not enough data | Not enough data | 
| **White Label** | Feature Not Available | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Campaign Insights** | 8.6 (231 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Reports and Dashboards** | 8.8 (260 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Campaign Stickiness** | 8.5 (212 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Multichannel Tracking** | 8.5 (213 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Brand Optimization** | 8.4 (199 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Predictive Analytics** | 7.9 (120 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.8 (14 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.5 (14 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (14 reviews) | Not enough data | Not enough data | 

---
## Categories

**Unique to Looker (6):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to SAP ECC (8):** [Process ERP Software](https://www.g2.com/categories/process-erp), [Mixed Mode ERP Software](https://www.g2.com/categories/mixed-mode-erp), [Distribution ERP Software](https://www.g2.com/categories/distribution-erp), [Discrete ERP Software](https://www.g2.com/categories/discrete-erp), [ETO ERP Software](https://www.g2.com/categories/eto-erp), [ERP Systems](https://www.g2.com/categories/erp-systems), [Accounting Software](https://www.g2.com/categories/accounting), [Quality Management Systems (QMS)](https://www.g2.com/categories/quality-management-qms)

**Unique to Zoho Analytics (5):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Looker | SAP ECC | Zoho Analytics | 
|---|---|---|---|
| **Small-Business** | 19.3% | 9.6% | 50.7% | 
| **Mid-Market** | 60.6% | 28.0% | 41.8% | 
| **Enterprise** | 20.1% | 62.4% | 7.5% | 

### By Industry

#### Looker

- **Computer Software:** 11.5%
- **Information Technology and Services:** 11.2%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 7.4%
- **Internet:** 6.1%
- **Retail:** 5.0%
- **Food &amp; Beverages:** 2.3%
- **Consumer Goods:** 2.1%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital &amp; Health Care:** 2.1%
- **Other:** 41.9%

#### SAP ECC

- **Information Technology and Services:** 10.2%
- **Accounting:** 6.7%
- **Automotive:** 5.7%
- **Consumer Goods:** 5.1%
- **Oil &amp; Energy:** 4.5%
- **Computer Software:** 3.1%
- **Electrical/Electronic Manufacturing:** 3.1%
- **Pharmaceuticals:** 2.7%
- **Retail:** 2.7%
- **Mechanical or Industrial Engineering:** 2.6%
- **Other:** 53.6%

#### Zoho Analytics

- **Information Technology and Services:** 14.3%
- **Computer Software:** 8.6%
- **Financial Services:** 6.1%
- **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)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1010 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 (279 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 (3679 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (694 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (615 reviews)

### Alternatives to SAP ECC

- [Kinetic](https://www.g2.com/products/epicor-kinetic/reviews) — 3.9/5 stars (739 reviews)
- [Infor M3](https://www.g2.com/products/infor-m3/reviews) — 3.8/5 stars (124 reviews)
- [Syspro](https://www.g2.com/products/syspro/reviews) — 4.1/5 stars (256 reviews)
- [NetSuite](https://www.g2.com/products/netsuite/reviews) — 4.1/5 stars (4822 reviews)
- [Acumatica](https://www.g2.com/products/acumatica/reviews) — 4.4/5 stars (2007 reviews)
- [Microsoft Dynamics 365 Business Central](https://www.g2.com/products/microsoft-microsoft-dynamics-365-business-central/reviews) — 4.0/5 stars (905 reviews)
- [Microsoft Dynamics 365 Supply Chain Management](https://www.g2.com/products/microsoft-dynamics-365-supply-chain-management/reviews) — 3.7/5 stars (103 reviews)
- [Oracle JD Edwards EnterpriseOne](https://www.g2.com/products/oracle-jd-edwards-enterpriseone/reviews) — 3.8/5 stars (101 reviews)
- [Plex Smart Manufacturing Platform](https://www.g2.com/products/plex-smart-manufacturing-platform/reviews) — 3.9/5 stars (73 reviews)
- [Odoo ERP](https://www.g2.com/products/odoo-odoo-erp/reviews) — 4.2/5 stars (349 reviews)

### Alternatives to Zoho Analytics

- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1010 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (615 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (502 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 (333 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (829 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 (930 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1640 reviews)

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## 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: [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: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 1 comment
  > **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: [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&#39;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&#39;m Izzy, the Looker Community manager. 

There&#39;s 2 components here (well, a few more, but 2 high-level ones). Folder/content access and..."

### SAP ECC

- Title: [What kind of software is SAP ERP?](https://www.g2.com/discussions/what-kind-of-software-is-sap-erp) — 3 comments, 2 upvotes
  > **Top comment:** "Sap is erp base software "
- Title: [What is SAP ERP used for?](https://www.g2.com/discussions/what-is-sap-erp-used-for) — 2 comments
  > **Top comment:** "SAP is used for managing and automating core business processes like finance, human resources, procurement, and supply chain management within an..."
- Title: [What are the features of SAP ERP?](https://www.g2.com/discussions/what-are-the-features-of-sap-erp) — 2 comments
  > **Top comment:** "It&#39;s number one industry ERP that provides good internal control and maintain integrity."
- Title: [How to make SAP ERP less complex for end users?](https://www.g2.com/discussions/32126-how-to-make-sap-erp-less-complex-for-end-users) — 1 comment, 1 upvote
  > **Top comment:** "Traders who have been scammed before, my advise out there is for you to be wise before you invest in any binary option crypto currencies forex trade broker,..."
- Title: [What is the best to use it more efficiently?](https://www.g2.com/discussions/what-is-the-best-to-use-it-more-efficiently) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."

### 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-sap-ecc-vs-zoho-analytics)

