# Looker, Conductor, Moz Pro vs Zoho Analytics Comparison

| | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | 4.3 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 1,643 | 774 | 608 | 287 | 
| **Largest Market Segment** | Mid-Market (60.7% of reviews) | Enterprise (37.7% of reviews) | Small-Business (58.3% of reviews) | Small-Business (50.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | $49.00 1 User Per Month | $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)

### Conductor

Pros:
- Ease of Use (109 reviews)
- Features (102 reviews)

Cons:
- Learning Curve (41 reviews)
- Lack of Features (25 reviews)

### Moz Pro

Pros:
- Keyword Research (11 reviews)
- User-Friendly (11 reviews)

Cons:
- Limited Features (8 reviews)
- Feature Deficiency (4 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 | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.7 (1128 reviews) | 9.0 (601 reviews) | 8.4 (529 reviews) | 8.3 (252 reviews) | 
  | **Ease of Use** | 8.3 (1134 reviews) | 8.7 (606 reviews) | 8.6 (532 reviews) | 8.0 (257 reviews) | 
  | **Ease of Setup** | 8.3 (610 reviews) | 8.8 (363 reviews) | 8.8 (325 reviews) | 8.2 (157 reviews) | 
  | **Ease of Admin** | 8.3 (430 reviews) | 8.8 (260 reviews) | 8.9 (248 reviews) | 8.2 (137 reviews) | 
  | **Quality of Support** | 8.6 (963 reviews) | 9.4 (577 reviews) | 8.5 (433 reviews) | 8.1 (231 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (409 reviews) | 9.3 (267 reviews) | 8.9 (238 reviews) | 8.5 (131 reviews) | 
  | **Product Direction (% positive)** | 8.7 (1056 reviews) | 9.1 (574 reviews) | 8.3 (522 reviews) | 8.8 (253 reviews) | 

---
## Pricing

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Conductor

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Moz Pro

#### Entry-Level Pricing

Plan: Starter

Price: $49.00 1 User Per Month

Description: $39/mo when you pay yearly. For small businesses or startups with only one website.

Key Features:
- User seats - 1
- MozBar Premium
- 24/7 Support

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

#### 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 | 780 |
| **Conductor** | N/A | N/A |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | 8.0/10 | 201 |

#### Reports

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (183 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (177 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (179 reviews) ✓ Verified | 

#### Self Service 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (626 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (167 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (170 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (155 reviews) ✓ Verified | 
| **Search** | 8.1 (617 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (154 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (594 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (145 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (503 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (120 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (90 reviews) | 
| **Data Visualization** | 8.4 (645 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (163 reviews) | 
| **Big Data Services** | 8.0 (517 reviews) ✓ Verified | Not enough data | Not enough data | 7.8 (132 reviews) | 

#### Building Reports

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (134 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (126 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (121 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (332 reviews) ✓ Verified | Not enough data | Not enough data | 8.2 (113 reviews) ✓ Verified | 

#### Platform

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

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 746 |
| **Conductor** | N/A | N/A |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | 8.3/10 | 198 |

#### Reports

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (183 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (177 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (179 reviews) ✓ Verified | 

#### Reports

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

#### Generative AI

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

#### Visualization

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

#### Data Updates

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

#### Collaboration

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

#### Data Updates

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

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 7.9/10 | 802 |
| **Conductor** | N/A | N/A |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | 8.3/10 | 205 |

#### Reports

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (183 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (177 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (179 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Connectors** | 8.3 (293 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (84 reviews) | 
| **Data Governance** | 8.3 (264 reviews) ✓ Verified | Not enough data | Not enough data | Feature Not Available | 

#### Data Modeling and Blending

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Data Querying** | 8.5 (313 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (82 reviews) | 
| **Data Filtering** | 8.7 (334 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (88 reviews) | 
| **Data Blending** | 8.4 (310 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (82 reviews) | 

#### Generative AI

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | 7.1 (88 reviews) | Not enough data | Not enough data | 8.1 (14 reviews) | 
| **AI Text Summarization** | 7.1 (86 reviews) | Not enough data | Not enough data | 8.2 (14 reviews) | 

#### Agentic AI - Analytics Platforms

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

#### Self Service 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (626 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (167 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (170 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (155 reviews) ✓ Verified | 
| **Search** | 8.1 (617 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (154 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (594 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (145 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (503 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (120 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | 8.1 (40 reviews) | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Report Scheduling and Automation** | 8.4 (44 reviews) | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | 7.7 (35 reviews) | Not enough data | Not enough data | Not enough data | 
| **Data Source Connectivity** | 8.3 (50 reviews) | Not enough data | Not enough data | 9.1 (9 reviews) | 

#### Advanced Analytics

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (90 reviews) | 
| **Data Visualization** | 8.4 (645 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (163 reviews) | 
| **Big Data Services** | 8.0 (517 reviews) ✓ Verified | Not enough data | Not enough data | 7.8 (132 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | 7.1 (56 reviews) | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Concurrent User Support** | 8.0 (36 reviews) | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Data Modeling and Governance** | 8.2 (44 reviews) | Not enough data | Not enough data | Not enough data | 
| **Notebook and Script Integration** | 7.1 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.3 (35 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

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

#### Personalized Intelligence - Analytics Platforms

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

#### Building Reports

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (134 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (126 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (121 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (332 reviews) ✓ Verified | Not enough data | Not enough data | 8.2 (113 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 772 |
| **Conductor** | N/A | N/A |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | 8.0/10 | 201 |

#### Reports

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (680 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (183 reviews) ✓ Verified | 
| **Steps to Answer** | 8.2 (620 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (164 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (177 reviews) ✓ Verified | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (114 reviews) | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (179 reviews) ✓ Verified | 

#### Self Service 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (626 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (167 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.6 (648 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (170 reviews) ✓ Verified | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (155 reviews) ✓ Verified | 
| **Search** | 8.1 (617 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (154 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (594 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (145 reviews) ✓ Verified | 
| **Automodeling** | 7.7 (503 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (120 reviews) ✓ Verified | 

#### Building Reports

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (134 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (126 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (121 reviews) ✓ Verified | 
| **Integration APIs** | 8.1 (332 reviews) ✓ Verified | Not enough data | Not enough data | 8.2 (113 reviews) ✓ Verified | 

### Digital Analytics

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

#### Metrics

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

#### Reporting

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

#### Other

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

#### Agentic AI - Digital Analytics

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

#### Administration

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

### Content Marketing

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

#### Content Creation

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Content Creation Tools** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Content Curation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Buyer Personas** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Optimization

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **SEO** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **A/B Testing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Dashboards & Reporting** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Audience Targeting** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **ROI Reporting** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Logistics

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Customizable Templated Workflows** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Internal Communication** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Editing and Approval Tools** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Distribution Features** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Integrations & APIs** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | Not enough data | 

### AI Writing Assistant

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Conductor** | 8.0/10 | 34 |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### Grammar

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Grammar Check** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Tone Check** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Sentence Formatting** | Not enough data | 8.2 (27 reviews) | Not enough data | Not enough data | 

#### Formatting

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Plagiarism Check** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Style Editor** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Citation Finder** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

#### Content 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Idea Recommendation** | Not enough data | 8.5 (28 reviews) | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | 8.5 (33 reviews) | Not enough data | Not enough data | 
| **Form Generation** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

#### Product Type

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Standalone Application** | Not enough data | 8.1 (26 reviews) | Not enough data | Not enough data | 
| **Plugin** | Not enough data | 6.7 (26 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.5 (28 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

### SEO Tools

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Conductor** | 8.4/10 | 517 |
| **Moz Pro** | 7.0/10 | 483 |
| **Zoho Analytics** | N/A | N/A |

#### SEO Auditing & Monitoring

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **SEO Alerting** | Not enough data | 8.6 (272 reviews) | 8.1 (246 reviews) | Not enough data | 
| **SEO Auditing** | Not enough data | 8.9 (254 reviews) | 8.4 (233 reviews) | Not enough data | 
| **SEO Change Tracking** | Not enough data | 8.8 (235 reviews) | Feature Not Available | Not enough data | 
| **Technical SEO** | Not enough data | 8.6 (249 reviews) | 8.1 (232 reviews) | Not enough data | 

#### Agentic AI - SEO Tools

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Feature Not Available | 5.6 (28 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | Feature Not Available | 5.7 (27 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | Feature Not Available | 5.8 (29 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | Feature Not Available | 6.3 (29 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | Feature Not Available | 6.1 (28 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | Feature Not Available | 5.8 (28 reviews) | Not enough data | 
| **Decision Making** | Not enough data | Feature Not Available | 5.8 (28 reviews) | Not enough data | 

#### SEO Content & Rankings

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Link Building** | Not enough data | 7.2 (289 reviews) | 7.8 (450 reviews) | Not enough data | 
| **Keyword Research** | Not enough data | 9.1 (399 reviews) | 8.5 (460 reviews) | Not enough data | 
| **SERP Rank Tracking** | Not enough data | 9.0 (369 reviews) | 8.6 (450 reviews) | Not enough data | 
| **Localization** | Not enough data | 7.9 (218 reviews) | 7.4 (240 reviews) | Not enough data | 
| **Content Insights** | Not enough data | 8.8 (252 reviews) | 7.5 (221 reviews) | Not enough data | 

#### SEO Reporting

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Competitor Analysis** | Not enough data | 8.6 (403 reviews) | 8.4 (453 reviews) | Not enough data | 
| **Data Visualization** | Not enough data | 8.4 (279 reviews) | 7.8 (242 reviews) | Not enough data | 
| **Custom Reports** | Not enough data | 8.4 (272 reviews) | 7.4 (241 reviews) | Not enough data | 
| **White Label** | Not enough data | 7.7 (184 reviews) | 6.8 (225 reviews) | Not enough data | 

#### Generative AI

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.9 (150 reviews) | 6.0 (202 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 6.1 (202 reviews) | Not enough data | 

### Content Creation

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Conductor** | 6.1/10 | 54 |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### Planning

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Scheduling Integration** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

#### Publishing

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Execute Content Publication** | Not enough data | 5.9 (36 reviews) | Not enough data | Not enough data | 

#### Social Media

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Social Media Integration** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

#### Planning

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Collaborative Editorial Calendars / Scheduling Content** | Not enough data | 5.7 (38 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.5 (38 reviews) | Not enough data | Not enough data | 
| **AI Text Generation** | Not enough data | 7.3 (35 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **AI Text-to-Video** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

#### Agentic AI - Content Creation

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.3 (25 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | 6.0 (24 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 5.5 (23 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | 5.8 (23 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | 5.8 (23 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | 5.8 (23 reviews) | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | 5.6 (24 reviews) | Not enough data | Not enough data | 

### AI Content Creation Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Conductor** | 7.9/10 | 17 |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### Content Generation - AI Content Creation Platforms

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Output quality** | Not enough data | 8.0 (15 reviews) | Not enough data | Not enough data | 
| **Branding** | Not enough data | 7.1 (13 reviews) | Not enough data | Not enough data | 
| **Performance** | Not enough data | 7.8 (16 reviews) | Not enough data | Not enough data | 

#### Management - AI Content Creation Platforms

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Collaboration** | Not enough data | 7.8 (13 reviews) | Not enough data | Not enough data | 
| **Security and Privacy** | Not enough data | 8.5 (13 reviews) | Not enough data | Not enough data | 
| **Moderation** | Not enough data | 8.2 (14 reviews) | Not enough data | Not enough data | 

### Answer Engine Optimization (AEO)

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Conductor** | 7.6/10 | 50 |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### AI Visibility & Tracking

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Mention Tracking** | Not enough data | 8.3 (34 reviews) | Not enough data | Not enough data | 
| **AI Search Ranking Insights** | Not enough data | 8.2 (36 reviews) | Not enough data | Not enough data | 

#### Sentiment & Brand Analysis

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Sentiment Monitoring** | Not enough data | 7.9 (28 reviews) | Not enough data | Not enough data | 
| **AI Hallucination Detection** | Not enough data | 5.8 (25 reviews) | Not enough data | Not enough data | 

#### Competitive Benchmarking

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Industry AI Sentiment Benchmarking** | Not enough data | 6.9 (25 reviews) | Not enough data | Not enough data | 
| **Competitor AI Presence Comparison** | Not enough data | 7.7 (27 reviews) | Not enough data | Not enough data | 

#### AI Content Optimization

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Semantic Optimization for AI Models** | Not enough data | 7.0 (26 reviews) | Not enough data | Not enough data | 
| **AI-Driven Content Recommendations** | Not enough data | 7.9 (33 reviews) | Not enough data | Not enough data | 

#### Reporting & Alerts

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Real-Time AI Mention Alerts** | Not enough data | 6.5 (25 reviews) | Not enough data | Not enough data | 
| **AI Visibility Reporting** | Not enough data | 7.3 (36 reviews) | Not enough data | Not enough data | 

### Website Change Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Conductor** | 4.7/10 | 11 |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### Agentic AI - Website Change Monitoring

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 4.8 (10 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | 5.0 (10 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | 4.8 (10 reviews) | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | 5.0 (11 reviews) | Not enough data | Not enough data | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.1/10 | 260 |
| **Conductor** | N/A | N/A |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | 8.2/10 | 62 |

#### Agentic AI - Sales Analytics

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

#### Data Sourcing

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Data Sourcing** | 8.8 (203 reviews) | Not enough data | Not enough data | 8.4 (54 reviews) | 
| **Exporting & Sharing Data** | 8.8 (221 reviews) | Not enough data | Not enough data | 8.5 (57 reviews) | 
| **Multi-Device Data Visualization** | 8.6 (188 reviews) | Not enough data | Not enough data | 8.4 (49 reviews) | 
| **Interactive Dashboards** | 8.8 (225 reviews) | Not enough data | Not enough data | 8.6 (56 reviews) | 
| **Data Segmentation** | 8.7 (209 reviews) | Not enough data | Not enough data | 8.4 (52 reviews) | 

#### Predictive Analytics

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Lead Scoring** | 8.3 (153 reviews) | Not enough data | Not enough data | 7.8 (48 reviews) | 
| **Opportunity Scoring** | 8.2 (149 reviews) | Not enough data | Not enough data | 7.8 (46 reviews) | 
| **Risk Analysis** | 8.2 (147 reviews) | Not enough data | Not enough data | 7.8 (47 reviews) | 
| **Live Forecasting** | 8.0 (164 reviews) | Not enough data | Not enough data | 7.9 (47 reviews) | 

#### Sales Management

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Live Pipeline Management** | 8.4 (161 reviews) | Not enough data | Not enough data | 8.0 (47 reviews) | 
| **Sales Gamification** | 8.2 (140 reviews) | Not enough data | Not enough data | Feature Not Available | 
| **Account-Based Analytics** | 8.6 (170 reviews) | Not enough data | Not enough data | 8.3 (53 reviews) | 
| **Activity Tracking** | 8.7 (168 reviews) | Not enough data | Not enough data | 8.5 (55 reviews) | 

### AI Search Visibility Optimization Tools

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

#### AI Content Structuring - AI Search Visibility Optimization tools 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI-Optimized Content Structuring** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Schema & Structured Data Optimization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI-Readable Content Formatting** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **LLM-Ready Content Preparation** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Semantic Optimization & Entity Intelligence - AI Search Visibility Optimization tools 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Entity Recognition & Mapping** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Knowledge Graph & Entity Linking** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Semantic Content Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Topic Authority Optimization** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### AI Retrieval Optimization - AI Search Visibility Optimization tools 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Passage & Chunk Optimization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Citation Optimization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Retrieval Readiness Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Query Matching Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### AI Visibility Monitoring & Analytics - AI Search Visibility Optimization tools 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Citation Monitoring** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Answer Visibility Tracking** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Generative Search Performance Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Workflow & Platform Integrations - AI Search Visibility Optimization tools 

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **CMS & Publishing Workflow Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

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

#### Statistical Tool

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

#### Data Analysis

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Decision Making

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Content Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **Conductor** | 7.1/10 | 145 |
| **Moz Pro** | N/A | N/A |
| **Zoho Analytics** | N/A | N/A |

#### Tools

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Contact Collection** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Audience Insights** | Not enough data | 8.2 (113 reviews) | Not enough data | Not enough data | 
| **Social Sharing** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

#### Metrics

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Entry and Exit Pages** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Sessions** | Not enough data | 8.5 (112 reviews) | Not enough data | Not enough data | 
| **Engagement** | Not enough data | 8.4 (106 reviews) | Not enough data | Not enough data | 
| **Return** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Conversions** | Not enough data | 7.8 (99 reviews) | Not enough data | Not enough data | 
| **Search Rank** | Not enough data | 9.2 (127 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Content Analytics

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 5.4 (23 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 6.1 (22 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | 6.1 (22 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | 5.7 (22 reviews) | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | 6.2 (24 reviews) | Not enough data | Not enough data | 

### Marketing Analytics

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

#### Marketing Operations

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

#### Campaign Activity

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

#### Agentic AI - Marketing Analytics

| Feature | Looker | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 6.8 (14 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.5 (14 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (14 reviews) | Not enough data | 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 Conductor (8):** [AI Search Visibility Optimization Tools Software](https://www.g2.com/categories/ai-search-visibility-optimization-tools), [AI Content Creation Platforms Software](https://www.g2.com/categories/ai-content-creation-platforms), [AI Writing Assistants](https://www.g2.com/categories/ai-writing-assistant), [Website Change Monitoring Software](https://www.g2.com/categories/website-change-monitoring), [Answer Engine Optimization (AEO) Tools](https://www.g2.com/categories/answer-engine-optimization-aeo), [Content Creation Software](https://www.g2.com/categories/content-creation), [Content Analytics Software](https://www.g2.com/categories/content-analytics), [SEO Tools](https://www.g2.com/categories/seo-tools)

**Unique to Moz Pro (3):** [Answer Engine Optimization (AEO) Tools](https://www.g2.com/categories/answer-engine-optimization-aeo), [SEO Tools](https://www.g2.com/categories/seo-tools), [AI Search Visibility Optimization Tools Software](https://www.g2.com/categories/ai-search-visibility-optimization-tools)

**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 | Conductor | Moz Pro | Zoho Analytics | 
|---|---|---|---|---|
| **Small-Business** | 19.2% | 31.0% | 58.3% | 50.7% | 
| **Mid-Market** | 60.7% | 31.3% | 33.3% | 41.8% | 
| **Enterprise** | 20.1% | 37.7% | 8.4% | 7.4% | 

### By Industry

#### Looker

- **Computer Software:** 11.5%
- **Information Technology and Services:** 11.0%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 7.4%
- **Internet:** 6.1%
- **Retail:** 5.0%
- **Food & Beverages:** 2.3%
- **Consumer Goods:** 2.1%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

#### Conductor

- **Marketing and Advertising:** 13.1%
- **Consumer Services:** 9.4%
- **Retail:** 6.9%
- **Financial Services:** 6.1%
- **Information Technology and Services:** 5.3%
- **Computer Software:** 4.1%
- **Internet:** 3.1%
- **Hospital & Health Care:** 2.9%
- **Insurance:** 2.4%
- **Consumer Goods:** 2.1%
- **Other:** 44.4%

#### Moz Pro

- **Marketing and Advertising:** 30.3%
- **Information Technology and Services:** 9.0%
- **Computer Software:** 8.1%
- **Internet:** 7.3%
- **Retail:** 2.9%
- **Hospital & Health Care:** 2.5%
- **Non-Profit Organization Management:** 2.4%
- **Financial Services:** 1.9%
- **Manufacturing:** 1.5%
- **Higher Education:** 1.5%
- **Other:** 32.5%

#### 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

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### Alternatives to Conductor

- [seoClarity](https://www.g2.com/products/seoclarity/reviews) — 4.5/5 stars (212 reviews)
- [Semrush](https://www.g2.com/products/semrush/reviews) — 4.5/5 stars (3858 reviews)
- [Ahrefs](https://www.g2.com/products/ahrefs/reviews) — 4.5/5 stars (702 reviews)
- [SE Ranking](https://www.g2.com/products/se-ranking/reviews) — 4.8/5 stars (1562 reviews)
- [BrightEdge](https://www.g2.com/products/brightedge/reviews) — 4.4/5 stars (818 reviews)
- [Similarweb](https://www.g2.com/products/similarweb/reviews) — 4.4/5 stars (1167 reviews)
- [Siteimprove](https://www.g2.com/products/siteimprove/reviews) — 4.6/5 stars (432 reviews)
- [Serpstat](https://www.g2.com/products/serpstat/reviews) — 4.6/5 stars (464 reviews)
- [SpyFu](https://www.g2.com/products/spyfu/reviews) — 4.6/5 stars (518 reviews)
- [Botify](https://www.g2.com/products/botify/reviews) — 4.4/5 stars (80 reviews)

### Alternatives to Moz Pro

- [Semrush](https://www.g2.com/products/semrush/reviews) — 4.5/5 stars (3858 reviews)
- [SE Ranking](https://www.g2.com/products/se-ranking/reviews) — 4.8/5 stars (1562 reviews)
- [Similarweb](https://www.g2.com/products/similarweb/reviews) — 4.4/5 stars (1167 reviews)
- [BrightEdge](https://www.g2.com/products/brightedge/reviews) — 4.4/5 stars (818 reviews)
- [Ahrefs](https://www.g2.com/products/ahrefs/reviews) — 4.5/5 stars (702 reviews)
- [SEO PowerSuite](https://www.g2.com/products/seo-powersuite/reviews) — 4.5/5 stars (559 reviews)
- [SpyFu](https://www.g2.com/products/spyfu/reviews) — 4.6/5 stars (518 reviews)
- [Serpstat](https://www.g2.com/products/serpstat/reviews) — 4.6/5 stars (464 reviews)
- [Siteimprove](https://www.g2.com/products/siteimprove/reviews) — 4.6/5 stars (432 reviews)
- [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (447 reviews)

### Alternatives to Zoho Analytics

- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (603 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 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 (813 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 (928 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1632 reviews)

---
## Top Discussions

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 3 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'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..."

### Conductor

- Title: [Does ContentKing ping my website?](https://www.g2.com/discussions/does-contentking-ping-my-website) — 2 comments, 1 upvote
  > **Top comment:** "Hi Brian, thanks for your question!

ContentKing simulates search engines, which means that it monitors websites by continuously crawling them. Thanks to..."

### Moz Pro

- Title: [How to get audit report of my website?](https://www.g2.com/discussions/how-to-get-audit-report-of-my-website) — 3 comments, 1 upvote
  > **Top comment:** "This page shows Moz's site audit. https://moz.com/products/pro/site-crawl. The one page is the on-page optimization report. The site audit crawls your..."
- Title: [What is Moz Pro used for?](https://www.g2.com/discussions/what-is-moz-pro-used-for) — 2 comments
  > **Top comment:** "To determine how you're ranking for whatever keyword phrases you enter with insight as to why, including the actual rankings, crawl errors, links to your..."
- Title: [What is moz ranking?](https://www.g2.com/discussions/what-is-moz-ranking) — 2 comments
  > **Top comment:** "Ranking refers to the order of URLs on the search engine results page (SERP) and the process search engines use to determine these results. Search visibility..."
- Title: [How much does Moz pro cost?](https://www.g2.com/discussions/how-much-does-moz-pro-cost) — 1 comment
  > **Top comment:** "Non-discounted pricing (they offer a 30% discount at the time of posting this since it is their 20th anniversary):

* Standard: $950 per year (when paid..."
- Title: [What is moz tool?](https://www.g2.com/discussions/what-is-moz-tool) — 1 comment, 1 upvote
  > **Top comment:** "Moz Pro is the proven, all-in-one SEO toolset: keyword research, link building, site audits, page optimization, rank tracking, reporting, and more. 

With..."

### Zoho Analytics

- Title: [What is Zoho Analytics used for?](https://www.g2.com/discussions/what-is-zoho-analytics-used-for) — 1 comment
  > **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-conductor-vs-moz-pro-vs-zoho-analytics)