# Funnel, Looker, Spotfire Analytics vs TapClicks Comparison

| | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 4.2 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 165 | 1,643 | 362 | 336 | 
| **Largest Market Segment** | Small-Business (50.9% of reviews) | Mid-Market (60.6% of reviews) | Enterprise (51.6% of reviews) | Small-Business (61.5% of reviews) | 
| **Entry Level Price** | Starting at $400.00 | No pricing available | Free Trial | Free 5 Clients | 

---
## Top Pros & Cons

### Funnel

Pros:
- Ease of Use (5 reviews)
- Integrations (5 reviews)

Cons:
- Learning Curve (3 reviews)
- Expensive (2 reviews)

### Looker

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

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

### Spotfire Analytics

Pros:
- Data Visualization (14 reviews)
- Ease of Use (14 reviews)

Cons:
- Learning Curve (8 reviews)
- Learning Difficulty (6 reviews)

### TapClicks

Pros:
- Ease of Use (4 reviews)
- Analytics (3 reviews)

Cons:
- Connection Issues (1 reviews)
- Data Inconsistency (1 reviews)

---
## Ratings Comparison
| Rating | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.8 (142 reviews) | 8.7 (1129 reviews) | 8.6 (283 reviews) | 8.5 (255 reviews) | 
  | **Ease of Use** | 8.5 (145 reviews) | 8.3 (1135 reviews) | 8.1 (284 reviews) | 8.5 (256 reviews) | 
  | **Ease of Setup** | 8.8 (104 reviews) | 8.3 (611 reviews) | 7.7 (137 reviews) | 7.7 (175 reviews) | 
  | **Ease of Admin** | 8.9 (95 reviews) | 8.3 (430 reviews) | 7.8 (112 reviews) | 8.5 (168 reviews) | 
  | **Quality of Support** | 9.1 (139 reviews) | 8.6 (964 reviews) | 7.8 (248 reviews) | 8.7 (240 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (94 reviews) | 8.9 (409 reviews) | 8.4 (111 reviews) | 9.1 (163 reviews) | 
  | **Product Direction (% positive)** | 8.7 (143 reviews) | 8.7 (1057 reviews) | 7.9 (280 reviews) | 8.8 (239 reviews) | 

---
## Pricing

### Funnel

#### Entry-Level Pricing

Plan: Starter

Price: Starting at $400.00

Description: Begin your journey to data-driven marketing with our Starter Plan.


Key Features:
- 500 flexpoints included (additional flexpoints can be purchased)
- Connect to our 121 most popular data sources
- Send data to Looker Studio, Google Sheets, Microsoft Excel, or use built-in Funnel dashboards

[Browse all 3 editions](https://www.g2.com/products/funnel/pricing)

#### Free Trial

Yes

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Spotfire Analytics

#### Entry-Level Pricing

Plan: Spotfire Free Trial

Price: Free Trial

Description: Try Spotfire for yourself and visualize your data unlike ever before.
Spotfire is the most complete visual data science solution in the market. Take advantage of this data visualization free trial offer today, and see how easy it is to discover new insights from your data. 

Key Features:
- https://buy.spotfire.com/try/

[Browse all 2 editions](https://www.g2.com/products/spotfire-analytics/pricing)

#### Free Trial

Yes

### TapClicks

#### Entry-Level Pricing

Plan: TapClicks - TapFree

Price: Free 5 Clients

Description: With TapFree, you get access to our marketing data, reporting, and SEO tools, all at zero-cost. Includes up to 5 Client Licenses and Unlimited Users!

Key Features:
- Quickly Build Client Reports
- Automate Report Delivery
- Eliminate Manual Tasks

[Browse all 4 editions](https://www.g2.com/products/tapclicks/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | 8.3/10 | 781 |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **TapClicks** | N/A | N/A |

#### Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (681 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | Not enough data | 8.2 (621 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.2 (675 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | Not enough data | 8.3 (531 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | Not enough data | 8.7 (677 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (627 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | Not enough data | 8.6 (648 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | Not enough data | 8.4 (616 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Search** | Not enough data | 8.1 (617 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | Not enough data | 8.4 (594 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | Not enough data | 7.7 (503 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | Not enough data | 

#### Advanced Analytics

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.6 (430 reviews) ✓ Verified | 8.0 (156 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | Not enough data | 8.4 (645 reviews) ✓ Verified | 8.9 (203 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | Not enough data | 8.0 (517 reviews) ✓ Verified | 8.1 (156 reviews) ✓ Verified | Not enough data | 

#### Building Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (386 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | Not enough data | 8.3 (403 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 8.0 (357 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | Not enough data | 8.1 (332 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | 8.2/10 | 747 |
| **Spotfire Analytics** | 8.3/10 | 233 |
| **TapClicks** | N/A | N/A |

#### Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (681 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | Not enough data | 8.2 (621 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.2 (675 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | Not enough data | 8.3 (531 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | Not enough data | 8.7 (677 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.5 (112 reviews) | 8.6 (6 reviews) | Not enough data | 
| **Share Reports** | Not enough data | 8.5 (109 reviews) | 8.1 (6 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.0 (103 reviews) | 7.8 (6 reviews) | Not enough data | 

#### Generative AI

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.0 (100 reviews) | 8.3 (6 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 7.1 (100 reviews) | 8.1 (6 reviews) | Not enough data | 

#### Visualization

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Graphs and Charts** | Not enough data | 8.5 (116 reviews) | 8.1 (6 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.4 (111 reviews) | 8.3 (6 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 8.7 (116 reviews) | 8.3 (6 reviews) | Not enough data | 
| **Formats** | Not enough data | 8.3 (109 reviews) | 8.3 (6 reviews) | Not enough data | 

#### Data Updates

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.1 (107 reviews) | 8.3 (6 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 8.3 (107 reviews) | 8.6 (6 reviews) | Not enough data | 

#### Collaboration

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Sharing** | Not enough data | 8.4 (109 reviews) | 8.6 (7 reviews) | Not enough data | 
| **Co-Editing** | Not enough data | 8.0 (106 reviews) | 7.3 (5 reviews) | Not enough data | 
| **Devices** | Not enough data | 8.0 (102 reviews) | 8.1 (6 reviews) | Not enough data | 

#### Data Updates

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | 7.8 (137 reviews) | 8.3 (6 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 8.0 (143 reviews) | 8.1 (6 reviews) | Not enough data | 
| **Email Reports** | Not enough data | 8.5 (145 reviews) | 8.6 (6 reviews) | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | 7.9/10 | 803 |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **TapClicks** | N/A | N/A |

#### Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (681 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | Not enough data | 8.2 (621 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.2 (675 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | Not enough data | 8.3 (531 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | Not enough data | 8.7 (677 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Data Preparation

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Connectors** | Not enough data | 8.3 (293 reviews) ✓ Verified | 8.4 (71 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | Not enough data | 8.3 (264 reviews) ✓ Verified | 7.8 (65 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Querying** | Not enough data | 8.5 (313 reviews) ✓ Verified | 8.5 (77 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | Not enough data | 8.7 (334 reviews) ✓ Verified | 8.4 (81 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | Not enough data | 8.4 (310 reviews) ✓ Verified | 8.4 (75 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.1 (88 reviews) | 7.4 (31 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 7.1 (86 reviews) | 7.1 (32 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

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

#### Self Service 

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (627 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | Not enough data | 8.6 (648 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | Not enough data | 8.4 (616 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Search** | Not enough data | 8.1 (617 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | Not enough data | 8.4 (594 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | Not enough data | 7.7 (503 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.1 (40 reviews) | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | 8.4 (44 reviews) | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | 7.7 (35 reviews) | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | 8.3 (50 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.6 (430 reviews) ✓ Verified | 8.0 (156 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | Not enough data | 8.4 (645 reviews) ✓ Verified | 8.9 (203 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | Not enough data | 8.0 (517 reviews) ✓ Verified | 8.1 (156 reviews) ✓ Verified | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 7.1 (56 reviews) | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | 8.0 (36 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

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

#### Agentic AI Capabilities - Analytics Platforms

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

#### Personalized Intelligence - Analytics Platforms

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

#### Building Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (386 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | Not enough data | 8.3 (403 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 8.0 (357 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | Not enough data | 8.1 (332 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | 8.4/10 | 773 |
| **Spotfire Analytics** | 8.1/10 | 236 |
| **TapClicks** | N/A | N/A |

#### Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (681 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | Not enough data | 8.2 (621 reviews) ✓ Verified | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.2 (675 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | Not enough data | 8.3 (531 reviews) ✓ Verified | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | Not enough data | 8.7 (677 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (627 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | Not enough data | 8.6 (648 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | Not enough data | 8.4 (616 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Search** | Not enough data | 8.1 (617 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | Not enough data | 8.4 (594 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | Not enough data | 7.7 (503 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | Not enough data | 

#### Building Reports

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (386 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | Not enough data | 8.3 (403 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 8.0 (357 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | Not enough data | 8.1 (332 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | Not enough data | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | 8.8/10 | 85 |
| **Looker** | 8.4/10 | 324 |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Metrics

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Sessions - Digital Analytics** | 9.0 (70 reviews) | 8.8 (238 reviews) | Not enough data | Not enough data | 
| **Engagement** | 8.9 (68 reviews) | 8.7 (238 reviews) | Not enough data | Not enough data | 
| **Entry and Exit Pages** | 8.4 (46 reviews) | 8.4 (224 reviews) | Not enough data | Not enough data | 
| **Standard Event Tracking** | 8.9 (45 reviews) | 8.3 (226 reviews) | Not enough data | Not enough data | 
| **Custom Event Tracking** | 8.6 (44 reviews) | 8.4 (215 reviews) | Not enough data | Not enough data | 
| **Retention** | 8.5 (56 reviews) | 8.3 (224 reviews) | Not enough data | Not enough data | 
| **Return** | 8.8 (56 reviews) | 8.4 (219 reviews) | Not enough data | Not enough data | 
| **Conversions** | 9.1 (71 reviews) | 8.5 (230 reviews) | Not enough data | Not enough data | 
| **Funnels** | 9.0 (43 reviews) | 8.3 (223 reviews) | Not enough data | Not enough data | 

#### Reporting

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Real-Time Reporting** | 8.7 (49 reviews) | 8.4 (242 reviews) | Not enough data | Not enough data | 
| **Trending** | 8.8 (43 reviews) | Feature Not Available | Not enough data | Not enough data | 
| **Retroactive Reporting** | 8.7 (62 reviews) | 8.6 (242 reviews) | Not enough data | Not enough data | 
| **Segmentation** | 8.7 (52 reviews) | 8.5 (245 reviews) | Not enough data | Not enough data | 
| **Mobile Reporting** | 8.2 (40 reviews) | 8.1 (199 reviews) | Not enough data | Not enough data | 
| **Unification Across Devices** | 8.1 (55 reviews) | 8.4 (205 reviews) | Not enough data | Not enough data | 
| **Custom Reports and Dashboards** | 9.2 (70 reviews) | 9.0 (254 reviews) | Not enough data | Not enough data | 

#### Other

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **User Data** | Feature Not Available | 8.7 (226 reviews) | Not enough data | Not enough data | 
| **Site Search Reporting** | Feature Not Available | 8.6 (209 reviews) | Not enough data | Not enough data | 
| **Load Time Monitoring** | Feature Not Available | 8.4 (201 reviews) | Not enough data | Not enough data | 
| **Campaign Tracking** | 8.9 (73 reviews) | 8.7 (215 reviews) | Not enough data | Not enough data | 
| **E-Commerce** | 8.9 (59 reviews) | 8.7 (207 reviews) | Not enough data | Not enough data | 
| **Promotional Messages** | Feature Not Available | 8.2 (179 reviews) | Not enough data | Not enough data | 
| **Administration Alerts** | Feature Not Available | 8.3 (191 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Digital Analytics

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

#### Administration

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **API / Integrations** | 8.9 (72 reviews) | 8.4 (218 reviews) | Not enough data | Not enough data | 
| **QA Testing** | Feature Not Available | 8.3 (193 reviews) | Not enough data | Not enough data | 
| **Performance and Reliability** | 9.1 (75 reviews) | 8.5 (245 reviews) | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.9 (75 reviews) | 8.6 (239 reviews) | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Administration

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Federation

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Architecture** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Provisioning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **API / Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Transformation

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Application Performance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 

### E-Commerce Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Analytics

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Reports** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Web Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Campaign Tracking** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customer Demographics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Storage** | 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 | 
| **Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - E-Commerce Analytics

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Administration

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Quality Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Sampling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Capabilities

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Survival Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Risk Data Attributes** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cost Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Methodology

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **ANOVA Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Regression** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **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 | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | 8.4/10 | 24 |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Management

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Reporting** | 8.3 (20 reviews) | Not enough data | Not enough data | Not enough data | 
| **Auditing** | 7.0 (18 reviews) | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Extraction** | 8.8 (19 reviews) | Not enough data | Not enough data | Not enough data | 
| **Transformation** | 8.5 (20 reviews) | Not enough data | Not enough data | Not enough data | 
| **Loading** | 8.8 (20 reviews) | Not enough data | Not enough data | Not enough data | 
| **Automation** | 8.8 (20 reviews) | Not enough data | Not enough data | Not enough data | 
| **Scalability** | 8.6 (20 reviews) | Not enough data | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### System

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | Feature Not Available | Not enough data | 

#### Model Development

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **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 | 
| **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | 8.1/10 | 260 |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | N/A | N/A |

#### Agentic AI - Sales Analytics

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

#### Data Sourcing

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Data Sourcing** | Not enough data | 8.8 (203 reviews) | Not enough data | Not enough data | 
| **Exporting & Sharing Data** | Not enough data | 8.8 (221 reviews) | Not enough data | Not enough data | 
| **Multi-Device Data Visualization** | Not enough data | 8.6 (188 reviews) | Not enough data | Not enough data | 
| **Interactive Dashboards** | Not enough data | 8.8 (225 reviews) | Not enough data | Not enough data | 
| **Data Segmentation** | Not enough data | 8.7 (209 reviews) | Not enough data | Not enough data | 

#### Predictive Analytics

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Lead Scoring** | Not enough data | 8.3 (153 reviews) | Not enough data | Not enough data | 
| **Opportunity Scoring** | Not enough data | 8.2 (149 reviews) | Not enough data | Not enough data | 
| **Risk Analysis** | Not enough data | 8.2 (147 reviews) | Not enough data | Not enough data | 
| **Live Forecasting** | Not enough data | 8.0 (164 reviews) | Not enough data | Not enough data | 

#### Sales Management

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Live Pipeline Management** | Not enough data | 8.4 (161 reviews) | Not enough data | Not enough data | 
| **Sales Gamification** | Not enough data | 8.2 (140 reviews) | Not enough data | Not enough data | 
| **Account-Based Analytics** | Not enough data | 8.6 (170 reviews) | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | 8.7 (168 reviews) | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Looker** | N/A | N/A |
| **Spotfire Analytics** | 8.5/10 | 13 |
| **TapClicks** | N/A | N/A |

#### Statistical Tool

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | 6.9 (6 reviews) | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 8.6 (7 reviews) | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | 8.9 (9 reviews) | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | 8.9 (9 reviews) | Not enough data | 

#### Decision Making

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | 8.3 (8 reviews) | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | 9.0 (8 reviews) | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | 9.5 (10 reviews) | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | 7.9 (8 reviews) | Not enough data | 

#### Generative AI

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **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 | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | 8.0/10 | 99 |
| **Looker** | 8.2/10 | 312 |
| **Spotfire Analytics** | N/A | N/A |
| **TapClicks** | 8.4/10 | 199 |

#### Marketing Operations

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **ROI Tracking** | 8.3 (76 reviews) ✓ Verified | 8.6 (221 reviews) ✓ Verified | Not enough data | 8.2 (132 reviews) ✓ Verified | 
| **Data Collection** | 9.0 (87 reviews) ✓ Verified | 8.7 (242 reviews) ✓ Verified | Not enough data | 8.7 (167 reviews) ✓ Verified | 
| **Customer Insights** | 7.7 (43 reviews) | 8.5 (229 reviews) ✓ Verified | Not enough data | 8.1 (134 reviews) ✓ Verified | 
| **Multi-User Access** | 8.4 (75 reviews) ✓ Verified | 8.9 (244 reviews) ✓ Verified | Not enough data | 8.8 (155 reviews) ✓ Verified | 
| **Spend Management** | 8.1 (47 reviews) ✓ Verified | 8.4 (130 reviews) | Not enough data | 8.1 (48 reviews) | 
| **White Label** | Feature Not Available | Feature Not Available | Not enough data | 8.3 (20 reviews) | 

#### Campaign Activity

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Campaign Insights** | 8.5 (81 reviews) ✓ Verified | 8.6 (231 reviews) ✓ Verified | Not enough data | 8.6 (170 reviews) ✓ Verified | 
| **Reports and Dashboards** | 8.7 (84 reviews) ✓ Verified | 8.8 (260 reviews) ✓ Verified | Not enough data | 9.1 (183 reviews) ✓ Verified | 
| **Campaign Stickiness** | 8.2 (68 reviews) ✓ Verified | 8.5 (212 reviews) ✓ Verified | Not enough data | 8.1 (115 reviews) ✓ Verified | 
| **Multichannel Tracking** | 8.9 (84 reviews) ✓ Verified | 8.5 (213 reviews) ✓ Verified | Not enough data | 8.8 (151 reviews) ✓ Verified | 
| **Brand Optimization** | 7.8 (41 reviews) | 8.4 (199 reviews) ✓ Verified | Not enough data | 8.2 (118 reviews) ✓ Verified | 
| **Predictive Analytics** | 7.6 (41 reviews) ✓ Verified | 7.9 (120 reviews) ✓ Verified | Not enough data | 7.7 (39 reviews) ✓ Verified | 

#### Agentic AI - Marketing Analytics

| Feature | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.5 (6 reviews) | 6.8 (14 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.9 (6 reviews) | 7.5 (14 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 6.9 (7 reviews) | 7.3 (14 reviews) | Not enough data | Not enough data | 

---
## Categories

**Unique to Funnel (3):** [ETL Tools](https://www.g2.com/categories/etl-tools), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics)

**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 Spotfire Analytics (10):** [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)

**Unique to TapClicks (3):** [E-Commerce Analytics Software](https://www.g2.com/categories/e-commerce-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [ETL Tools](https://www.g2.com/categories/etl-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Funnel | Looker | Spotfire Analytics | TapClicks | 
|---|---|---|---|---|
| **Small-Business** | 50.9% | 19.3% | 23.0% | 61.5% | 
| **Mid-Market** | 43.5% | 60.6% | 25.5% | 29.0% | 
| **Enterprise** | 5.6% | 20.1% | 51.6% | 9.6% | 

### By Industry

#### Funnel

- **Marketing and Advertising:** 42.6%
- **Retail:** 6.2%
- **Information Technology and Services:** 6.2%
- **Internet:** 4.3%
- **Consumer Goods:** 3.1%
- **Apparel & Fashion:** 2.5%
- **Financial Services:** 1.9%
- **Real Estate:** 1.9%
- **Food & Beverages:** 1.9%
- **Pharmaceuticals:** 1.9%
- **Other:** 27.8%

#### 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%

#### Spotfire Analytics

- **Oil & Energy:** 21.4%
- **Information Technology and Services:** 10.1%
- **Pharmaceuticals:** 5.2%
- **Education Management:** 4.6%
- **Financial Services:** 4.3%
- **Biotechnology:** 3.1%
- **Computer Software:** 3.1%
- **Semiconductors:** 2.4%
- **Research:** 2.4%
- **Accounting:** 2.1%
- **Other:** 41.3%

#### TapClicks

- **Marketing and Advertising:** 72.3%
- **Broadcast Media:** 2.5%
- **Hospitality:** 2.2%
- **Information Technology and Services:** 1.6%
- **Automotive:** 1.3%
- **Education Management:** 1.3%
- **Retail:** 1.3%
- **Internet:** 1.0%
- **Newspapers:** 1.0%
- **Online Media:** 1.0%
- **Other:** 14.6%

---
## Alternatives

### Alternatives to Funnel

- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)
- [Adverity](https://www.g2.com/products/adverity/reviews) — 4.4/5 stars (268 reviews)
- [Improvado](https://www.g2.com/products/improvado-improvado/reviews) — 4.4/5 stars (80 reviews)
- [NinjaCat](https://www.g2.com/products/ninjacat/reviews) — 4.2/5 stars (316 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14760 reviews)
- [Windsor.ai](https://www.g2.com/products/windsor-ai/reviews) — 4.5/5 stars (86 reviews)
- [Dataslayer.ai](https://www.g2.com/products/dataslayer-ai/reviews) — 4.8/5 stars (307 reviews)
- [Singular](https://www.g2.com/products/singular/reviews) — 4.5/5 stars (510 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)

### Alternatives to Looker

- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)
- [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)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 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 (3657 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)

### Alternatives to Spotfire Analytics

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (602 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3657 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)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)

### Alternatives to TapClicks

- [NinjaCat](https://www.g2.com/products/ninjacat/reviews) — 4.2/5 stars (316 reviews)
- [Adverity](https://www.g2.com/products/adverity/reviews) — 4.4/5 stars (268 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)
- [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (447 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14760 reviews)
- [OWOX](https://www.g2.com/products/owox/reviews) — 4.9/5 stars (296 reviews)
- [Pathmatics by Sensor Tower](https://www.g2.com/products/pathmatics-by-sensor-tower/reviews) — 4.3/5 stars (345 reviews)
- [Semrush](https://www.g2.com/products/semrush/reviews) — 4.5/5 stars (3682 reviews)
- [Mixpanel](https://www.g2.com/products/mixpanel/reviews) — 4.5/5 stars (1361 reviews)

---
## Top Discussions

### Funnel

- Title: [What do you like most about Funnel for data collection, and what improvements could be made?](https://www.g2.com/discussions/what-do-you-like-most-about-funnel-for-data-collection-and-what-improvements-could-be-made) — 1 comment, 1 upvote
  > **Top comment:** "I'm currently utilizing the free version of Funnel.io for visualizing Meta Ads within Looker Studio, and I'm satisfied with it. I don't require any further..."
- Title: [What is a funnel builder?](https://www.g2.com/discussions/what-is-a-funnel-builder) — 1 comment
  > **Top comment:** "Haven't heard of it"
- Title: [Can I see data retroactively in Funnel?](https://www.g2.com/discussions/3680-retroactive-data) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes. Because Funnel pulls down data from your advertising platforms and Google Analytics account we can report as far back as you have data in these..."
- Title: [Which advertising platforms does Funnel support?](https://www.g2.com/discussions/3676-advertising-platforms) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Funnel supports Google Analytics. We pull down data from your Google Analytics account and match it up with you advertising data so you can measure your..."

### 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..."

### Spotfire Analytics

- Title: [Is Tibco Spotfire free?](https://www.g2.com/discussions/is-tibco-spotfire-free) — 2 comments
  > **Top comment:** "No"
- Title: [What is TIBCO Spotfire used for?](https://www.g2.com/discussions/what-is-tibco-spotfire-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "Spotfire is a visual data science platform with powerful self-service analytics and data visualization capabilities that empowers decision-makers to analyze..."
- Title: [What is most like Tibco Spotfire?](https://www.g2.com/discussions/what-is-most-like-tibco-spotfire) — 1 comment
  > **Top comment:** "TIBCO Spotfire provides excellent visualization and reporting capability as a BI tool. It enables connections to various data sources and advanced..."
- Title: [What's New In Tibco Spotfire?](https://www.g2.com/discussions/what-s-new-in-tibco-spotfire) — 1 comment *(includes official response)*
  > **Top comment:** "If you want to see the latest in Spotfire, you can check out our "What's New" page on the Spotfire community:..."

### TapClicks

- Title: [What is TapClicks used for?](https://www.g2.com/discussions/what-is-tapclicks-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "TapClicks is designed as a comprehensive, all-in-one MarTech platform that significantly streamlines the way marketers manage their operations. It's used for..."
- Title: [Are you a truly Unified Marketing Platform?](https://www.g2.com/discussions/more-than-just-a-reporting-automation-platform) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes!  TapClicks is a unified marketing platform that can help you automate and streamline many marketing tasks. Here are the 4 parts of our Unified Marketing..."
- Title: [Do you have custom reporting?](https://www.g2.com/discussions/custom-reporting) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Absolutely! Our goal is to tell the most meaningful story, based on the needs of the person receiving the insights. We give you information you can use at..."
- Title: [What integrations do you have?](https://www.g2.com/discussions/integrations-209c0353-0c70-4c09-abc1-b2a5033bdfdf) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "We support over 1400 different data points.  We also offer a Smart Connector solution for importing raw data.  Take a look at some of our data integrations,..."

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