# Funnel, Keboola vs Twilio Segment Comparison

| | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 165 | 137 | 566 | 
| **Largest Market Segment** | Small-Business (50.9% of reviews) | Mid-Market (65.2% of reviews) | Mid-Market (47.5% of reviews) | 
| **Entry Level Price** | Starting at $400.00 | Free With One-Time Purchase | $120 Per month | 

---
## Top Pros & Cons

### Funnel

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

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

### Keboola

Pros:
- Ease of Use (35 reviews)
- Features (27 reviews)

Cons:
- Learning Curve (14 reviews)
- Complexity (13 reviews)

### Twilio Segment

Pros:
- Ease of Use (5 reviews)
- Easy Integration (5 reviews)

Cons:
- Expensive (5 reviews)
- Pricing Issues (3 reviews)

---
## Ratings Comparison
| Rating | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (142 reviews) | 8.7 (109 reviews) | 8.9 (430 reviews) | 
  | **Ease of Use** | 8.5 (145 reviews) | 8.6 (110 reviews) | 8.7 (432 reviews) | 
  | **Ease of Setup** | 8.8 (104 reviews) | 8.4 (81 reviews) | 8.5 (248 reviews) | 
  | **Ease of Admin** | 8.9 (95 reviews) | 8.1 (56 reviews) | 8.9 (237 reviews) | 
  | **Quality of Support** | 9.1 (139 reviews) | 9.5 (107 reviews) | 8.6 (370 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (94 reviews) | 9.0 (56 reviews) | 8.8 (225 reviews) | 
  | **Product Direction (% positive)** | 8.7 (143 reviews) | 8.9 (104 reviews) | 8.3 (389 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

### Keboola

#### Entry-Level Pricing

Plan: Free Tier

Price: Free With One-Time Purchase

Description: Our Free Tier gives you 60 free computation minutes each month to explore, build, and prototype in Keboola. If you need more, you can manually or automatically top up your account with additional credits at $0.14 per minute.

This plan is ideal for early exploration, data prototyping, and self-paced learning, giving you a full hands-on experience with Keboola’s core capabilities—risk-free.

Key Features:
- Transformations: SQL, Python, R, dbt, No-code, Data Science
- Scheduling & Triggers: Time-based or event-driven job automation
- Monitoring & Alerts: Jobs list, email & webhook notifications

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

#### Free Trial

Yes

### Twilio Segment

#### Entry-Level Pricing

Plan: Team

Price: $120 Per month

Key Features:
- Base includes 10,000 MTU
- Unlimited Sources
- Unlimited Destinations

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | 8.8/10 | 85 |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Metrics

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Sessions - Digital Analytics** | 9.0 (70 reviews) | Not enough data | Not enough data | 
| **Engagement** | 8.9 (68 reviews) | Not enough data | Not enough data | 
| **Entry and Exit Pages** | 8.4 (46 reviews) | Not enough data | Not enough data | 
| **Standard Event Tracking** | 8.9 (45 reviews) | Not enough data | Not enough data | 
| **Custom Event Tracking** | 8.6 (44 reviews) | Not enough data | Not enough data | 
| **Retention** | 8.5 (56 reviews) | Not enough data | Not enough data | 
| **Return** | 8.8 (56 reviews) | Not enough data | Not enough data | 
| **Conversions** | 9.1 (71 reviews) | Not enough data | Not enough data | 
| **Funnels** | 9.0 (43 reviews) | Not enough data | Not enough data | 

#### Reporting

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Real-Time Reporting** | 8.7 (49 reviews) | Not enough data | Not enough data | 
| **Trending** | 8.8 (43 reviews) | Not enough data | Not enough data | 
| **Retroactive Reporting** | 8.7 (62 reviews) | Not enough data | Not enough data | 
| **Segmentation** | 8.7 (52 reviews) | Not enough data | Not enough data | 
| **Mobile Reporting** | 8.2 (40 reviews) | Not enough data | Not enough data | 
| **Unification Across Devices** | 8.1 (55 reviews) | Not enough data | Not enough data | 
| **Custom Reports and Dashboards** | 9.2 (70 reviews) | Not enough data | Not enough data | 

#### Other

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **User Data** | Feature Not Available | Not enough data | Not enough data | 
| **Site Search Reporting** | Feature Not Available | Not enough data | Not enough data | 
| **Load Time Monitoring** | Feature Not Available | Not enough data | Not enough data | 
| **Campaign Tracking** | 8.9 (73 reviews) | Not enough data | Not enough data | 
| **E-Commerce** | 8.9 (59 reviews) | Not enough data | Not enough data | 
| **Promotional Messages** | Feature Not Available | Not enough data | Not enough data | 
| **Administration Alerts** | Feature Not Available | Not enough data | Not enough data | 

#### Agentic AI - Digital Analytics

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **API / Integrations** | 8.9 (72 reviews) | Not enough data | Not enough data | 
| **QA Testing** | Feature Not Available | Not enough data | Not enough data | 
| **Performance and Reliability** | 9.1 (75 reviews) | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.9 (75 reviews) | Not enough data | Not enough data | 

### Data Management Platform (DMP)

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | 7.4/10 | 21 |
| **Twilio Segment** | N/A | N/A |

#### Data Integration

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **1st-Party Data Integration** | Not enough data | 8.3 (20 reviews) | Not enough data | 
| **2nd-Party Data Integration** | Not enough data | 8.2 (20 reviews) | Not enough data | 
| **3rd-Party Data Integration** | Not enough data | 7.9 (20 reviews) | Not enough data | 
| **Offline Data Integration** | Not enough data | 7.4 (18 reviews) | Not enough data | 
| **Mobile Data Integration** | Not enough data | 5.9 (17 reviews) | Not enough data | 
| **Data Export Tools** | Not enough data | 8.2 (19 reviews) | Not enough data | 

#### Agentic AI - Data Management Platform (DMP)

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis & Optimization

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Audience Segmentation** | Not enough data | 7.4 (20 reviews) | Not enough data | 
| **Recommendations** | Not enough data | 6.6 (18 reviews) | Not enough data | 
| **Standard Dashboards** | Not enough data | 5.0 (19 reviews) | Not enough data | 
| **Custom Reports** | Not enough data | 5.9 (19 reviews) | Not enough data | 

#### Platform

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Permissions** | Not enough data | 7.1 (19 reviews) | Not enough data | 
| **User, Role, and Access Management** | Not enough data | 7.6 (20 reviews) | Not enough data | 
| **Performance and Reliability** | Not enough data | 8.6 (20 reviews) | Not enough data | 
| **Enterprise Scalability** | Not enough data | 8.8 (19 reviews) | Not enough data | 
| **Internationalization** | Not enough data | 6.9 (18 reviews) | Not enough data | 

### Data Extraction

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | 8.1/10 | 71 |
| **Twilio Segment** | N/A | N/A |

#### Functionality

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Diverse Extraction Points** | Not enough data | 8.7 (66 reviews) | Not enough data | 
| **Data Structuring** | Not enough data | 8.5 (66 reviews) | Not enough data | 
| **Consolidation** | Not enough data | 8.8 (63 reviews) | Not enough data | 
| **Data Cleaning** | Not enough data | 8.0 (69 reviews) | Not enough data | 
| **Cloud Extraction** | Not enough data | 9.0 (64 reviews) | Not enough data | 
| **Visualization** | Not enough data | 5.2 (53 reviews) | Not enough data | 

#### Diverse Extraction Points

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Diverse Extraction Points** | Not enough data | 8.7 (66 reviews) | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | 8.5/10 | 115 |

#### Administration

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | 8.6 (86 reviews) | 
| **Recommendations** | Not enough data | Not enough data | 8.2 (68 reviews) | 
| **Workflow Management** | Not enough data | Not enough data | 8.7 (77 reviews) | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 8.0 (85 reviews) | 

#### Management

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | 8.2 (43 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 8.5 (52 reviews) | 
| **Data Profililng** | Not enough data | Not enough data | 8.6 (49 reviews) | 
| **Reporting and Visualization** | Not enough data | Not enough data | 8.1 (48 reviews) | 
| **Data Lineage** | Not enough data | Not enough data | 8.6 (46 reviews) | 

#### Compliance

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | 8.9 (96 reviews) | 
| **Training and Guidelines** | Not enough data | Not enough data | 8.7 (80 reviews) | 
| **Policy Enforcement** | Not enough data | Not enough data | 8.8 (85 reviews) | 
| **Compliance Monitoring** | Not enough data | Not enough data | 8.7 (83 reviews) | 

#### Security

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | 9.0 (56 reviews) | 
| **Roles Management** | Not enough data | Not enough data | 8.4 (54 reviews) | 
| **Compliance Management** | Not enough data | Not enough data | 8.9 (50 reviews) | 

#### Data Quality

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | 8.7 (99 reviews) | 
| **Data Distribution** | Not enough data | Not enough data | 9.1 (98 reviews) | 
| **Data Unification** | Not enough data | Not enough data | 9.3 (98 reviews) | 

#### Maintainence

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 9.0 (53 reviews) | 
| **Policy Management** | Not enough data | Not enough data | 8.7 (46 reviews) | 

#### Generative AI

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.1 (7 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.4 (7 reviews) | 

#### Agentic AI - Data Governance

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | 8.4/10 | 24 |
| **Keboola** | 8.4/10 | 74 |
| **Twilio Segment** | N/A | N/A |

#### Management

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Reporting** | 8.3 (20 reviews) | 7.0 (61 reviews) | Not enough data | 
| **Auditing** | 7.0 (18 reviews) | 7.1 (54 reviews) | Not enough data | 

#### Functionality

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Extraction** | 8.8 (19 reviews) | 9.1 (72 reviews) | Not enough data | 
| **Transformation** | 8.5 (20 reviews) | 9.2 (73 reviews) | Not enough data | 
| **Loading** | 8.8 (20 reviews) | 8.9 (72 reviews) | Not enough data | 
| **Automation** | 8.8 (20 reviews) | 9.1 (72 reviews) | Not enough data | 
| **Scalability** | 8.6 (20 reviews) | 8.5 (69 reviews) | Not enough data | 

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | 8.1/10 | 182 |

#### Data Sourcing

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Enrichment** | Not enough data | Not enough data | 8.5 (142 reviews) ✓ Verified | 
| **Expandability** | Not enough data | Not enough data | 8.7 (149 reviews) ✓ Verified | 
| **Content Marketing** | Not enough data | Not enough data | Feature Not Available | 
| **Multiple Devices** | Not enough data | Not enough data | 8.6 (139 reviews) ✓ Verified | 

#### Intelligence

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Marketing Metrics** | Not enough data | Not enough data | 8.0 (123 reviews) ✓ Verified | 
| **Predictive Modeling** | Not enough data | Not enough data | 6.9 (85 reviews) ✓ Verified | 
| **Recommendation Engine** | Not enough data | Not enough data | Feature Not Available | 

### Data Privacy Management

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | 8.9/10 | 35 |

#### Functionality

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Subject Access Requests** | Not enough data | Not enough data | 9.1 (27 reviews) | 
| **Identity Verification** | Not enough data | Not enough data | 8.4 (18 reviews) | 
| **Privacy Impact Assessments** | Not enough data | Not enough data | 8.8 (26 reviews) | 
| **Data Mapping - survey-based** | Not enough data | Not enough data | 9.0 (24 reviews) | 
| **Data Mapping - automated** | Not enough data | Not enough data | 8.7 (25 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 9.1 (25 reviews) | 
| **Data Classification** | Not enough data | Not enough data | 9.0 (26 reviews) | 
| **De-identification/pseudonymization** | Not enough data | Not enough data | 8.7 (25 reviews) | 
| **Breach notification** | Not enough data | Not enough data | 8.6 (24 reviews) | 
| **Consent management** | Not enough data | Not enough data | 8.7 (29 reviews) | 
| **Website tracking scanning** | Not enough data | Not enough data | 9.0 (27 reviews) | 
| **Data access governance** | Not enough data | Not enough data | 9.0 (28 reviews) | 

### Consent Management Platform (CMP)

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | 8.7/10 | 25 |

#### Functionality

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Dashboard** | Not enough data | Not enough data | 9.0 (21 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.7 (21 reviews) | 
| **Integrations** | Not enough data | Not enough data | 9.1 (24 reviews) | 
| **End-user management** | Not enough data | Not enough data | 8.3 (21 reviews) | 
| **Audit trails** | Not enough data | Not enough data | 8.5 (18 reviews) | 
| **APIs** | Not enough data | Not enough data | 8.6 (23 reviews) | 
| **Mobile SDK** | Not enough data | Not enough data | 8.7 (20 reviews) | 
| **Customizable design** | Not enough data | Not enough data | 8.3 (15 reviews) | 
| **Server-side storage** | Not enough data | Not enough data | 8.7 (18 reviews) | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | 7.6/10 | 21 |
| **Twilio Segment** | N/A | N/A |

#### Management

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | 6.8 (15 reviews) | Not enough data | 
| **Solution Integration** | Not enough data | 7.6 (19 reviews) | Not enough data | 
| **Infrastructure Compatibility** | Not enough data | 8.4 (19 reviews) | Not enough data | 
| **Monitoring** | Not enough data | 7.7 (19 reviews) | Not enough data | 

#### Solution Provision

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **System Failover** | Not enough data | 7.1 (16 reviews) | Not enough data | 
| **Pay by Usage** | Not enough data | 8.0 (17 reviews) | Not enough data | 
| **Service Provision** | Not enough data | Feature Not Available | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Data Management

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Compression** | Not enough data | Not enough data | Not enough data | 
| **Data Quality** | Not enough data | Not enough data | Not enough data | 
| **Built-In Data Analytics** | Not enough data | Not enough data | Not enough data | 
| **In-Database Machine Learning** | Not enough data | Not enough data | Not enough data | 
| **Data Lake Analytics** | Not enough data | Not enough data | Not enough data | 

#### Integration

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **AI/ ML Integration** | Not enough data | Not enough data | Not enough data | 
| **BI Tool Integration** | Not enough data | Not enough data | Not enough data | 
| **Data lake Integration** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **On-Premise** | Not enough data | Not enough data | Not enough data | 
| **Cloud** | Not enough data | Not enough data | Not enough data | 

#### Performance 

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Development 

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Real-Time Integration** | Not enough data | Not enough data | Not enough data | 
| **API Designer** | Not enough data | Not enough data | Not enough data | 
| **Flow Designer** | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Connectors** | Not enough data | Not enough data | Not enough data | 
| **Custom Connectors** | Not enough data | Not enough data | Not enough data | 
| **Reusable connectors** | Not enough data | Not enough data | Not enough data | 
| **Multi - tenant architecture** | Not enough data | Not enough data | Not enough data | 

#### Management 

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Monitoring & Notification** | Not enough data | Not enough data | Not enough data | 
| **Routing And Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **API Management** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security Standards** | Not enough data | Not enough data | Not enough data | 
| **Communication Protocol** | Not enough data | Not enough data | Not enough data | 

#### Integration Options

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | Not enough data | Not enough data | 
| **Managed File Transfers** | Not enough data | Not enough data | Not enough data | 
| **Big Data Processing** | Not enough data | Not enough data | Not enough data | 
| **EDI** | Not enough data | Not enough data | Not enough data | 

#### Deployment 

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Hybrid** | Not enough data | Feature Not Available | Not enough data | 
| **Cloud to Cloud** | Not enough data | Not enough data | Not enough data | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | 8.5/10 | 53 |

#### Development 

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Pre-built Connectors** | Not enough data | Not enough data | 8.9 (47 reviews) | 
| **Custom Connectors** | Not enough data | Not enough data | 8.1 (39 reviews) | 

#### Management 

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | Not enough data | 8.0 (46 reviews) | 
| **Data Mapping** | Not enough data | Not enough data | 8.6 (43 reviews) | 

#### Integration Options

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **ERP Systems** | Not enough data | Not enough data | 8.4 (23 reviews) | 
| **Accounting Systems** | Not enough data | Not enough data | 8.4 (23 reviews) | 
| **CRM and Marketing Automation Systems** | Not enough data | Not enough data | 8.8 (39 reviews) | 
| **EDI** | Not enough data | Not enough data | 8.5 (20 reviews) | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | 7.3/10 | 16 |
| **Twilio Segment** | N/A | N/A |

#### Data Management

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Integration** | Not enough data | 9.0 (16 reviews) | Not enough data | 
| **Metadata** | Not enough data | 7.6 (16 reviews) | Not enough data | 
| **Self-service** | Not enough data | 9.2 (16 reviews) | Not enough data | 
| **Automated workflows** | Not enough data | 8.6 (16 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Analytics capabilities** | Not enough data | 7.5 (14 reviews) | Not enough data | 
| **Dasboard visualizations** | Not enough data | 5.4 (14 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Observability** | Not enough data | 8.4 (16 reviews) | Not enough data | 
| **Testing capabilities** | Not enough data | 7.7 (15 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Hybrid cloud support** | Not enough data | 7.8 (12 reviews) | Not enough data | 
| **Cloud migration capabilities** | Not enough data | 8.2 (13 reviews) | Not enough data | 

#### Generative AI

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 3.5 (9 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 4.4 (9 reviews) | Not enough data | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | 7.8/10 | 8 |

#### Data Management 

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Modeling** | Not enough data | Not enough data | 7.9 (7 reviews) | 
| **Auditing** | Not enough data | Not enough data | 8.1 (7 reviews) | 
| **Observability** | Not enough data | Not enough data | 6.7 (7 reviews) | 
| **Data mapping** | Not enough data | Not enough data | 7.9 (7 reviews) | 
| **Reporting** | Not enough data | Not enough data | 6.9 (6 reviews) | 

#### Functionality

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Debugging** | Not enough data | Not enough data | 8.3 (7 reviews) | 
| **Workflow Automations** | Not enough data | Not enough data | 7.6 (7 reviews) | 
| **Notifications** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **API Integrations** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Programmed trigger of data sync** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Incremental data sync** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Data audit** | Not enough data | Not enough data | 6.9 (6 reviews) | 

#### Security

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Security Compliance** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Data Encryption** | Not enough data | Not enough data | 7.7 (5 reviews) | 

#### Generative AI

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Management

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | 8.0/10 | 99 |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Marketing Operations

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **ROI Tracking** | 8.3 (76 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Collection** | 9.0 (87 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Customer Insights** | 7.7 (43 reviews) | Not enough data | Not enough data | 
| **Multi-User Access** | 8.4 (75 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Spend Management** | 8.1 (47 reviews) ✓ Verified | Not enough data | Not enough data | 
| **White Label** | Feature Not Available | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Campaign Insights** | 8.5 (81 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Reports and Dashboards** | 8.7 (84 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Campaign Stickiness** | 8.2 (68 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Multichannel Tracking** | 8.9 (84 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Brand Optimization** | 7.8 (41 reviews) | Not enough data | Not enough data | 
| **Predictive Analytics** | 7.6 (41 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 6.9 (7 reviews) | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Data Transformation

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | 

#### Connectivity

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 
| **Multi-Source Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Workflow** | Not enough data | Not enough data | Not enough data | 
| **Governed Discovery** | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics** | Not enough data | Not enough data | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | 

### Data Subject Access Request (DSAR)

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | 8.7/10 | 23 |

#### Functionality

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Identity Verification** | Not enough data | Not enough data | 8.4 (18 reviews) | 
| **Workflow** | Not enough data | Not enough data | 8.6 (13 reviews) | 
| **DSAR Portal** | Not enough data | Not enough data | 8.6 (11 reviews) | 
| **Reporting and logs** | Not enough data | Not enough data | 8.8 (12 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Funnel** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Building Reports

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

---
## 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 Keboola (9):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [iPaaS Software](https://www.g2.com/categories/ipaas), [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Twilio Segment (7):** [Consent Management Platforms](https://www.g2.com/categories/consent-management-platform-cmp), [Data Subject Access Request (DSAR) Software](https://www.g2.com/categories/data-subject-access-request-dsar), [Data Privacy Management Software](https://www.g2.com/categories/data-privacy-management), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp), [E-Commerce Data Integration Software](https://www.g2.com/categories/e-commerce-data-integration), [Reverse ETL Software](https://www.g2.com/categories/reverse-etl)


---
## Reviewer Demographics

### By Company Size

| Segment | Funnel | Keboola | Twilio Segment | 
|---|---|---|---|
| **Small-Business** | 50.9% | 20.5% | 41.3% | 
| **Mid-Market** | 43.5% | 65.2% | 47.5% | 
| **Enterprise** | 5.6% | 14.4% | 11.2% | 

### 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%

#### Keboola

- **Information Technology and Services:** 12.9%
- **Marketing and Advertising:** 12.1%
- **Retail:** 7.6%
- **Media Production:** 7.6%
- **Computer Software:** 6.1%
- **Internet:** 6.1%
- **Financial Services:** 6.1%
- **Hospitality:** 3.8%
- **Food & Beverages:** 3.8%
- **Automotive:** 3.0%
- **Other:** 31.1%

#### Twilio Segment

- **Computer Software:** 21.7%
- **Information Technology and Services:** 12.8%
- **Financial Services:** 9.0%
- **Internet:** 7.4%
- **Marketing and Advertising:** 5.2%
- **Retail:** 2.9%
- **Leisure, Travel & Tourism:** 2.2%
- **Real Estate:** 2.0%
- **Automotive:** 1.8%
- **Human Resources:** 1.6%
- **Other:** 33.4%

---
## 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)
- [TapClicks](https://www.g2.com/products/tapclicks/reviews) — 4.3/5 stars (336 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 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 (14767 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)

### Alternatives to Keboola

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (797 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (753 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2076 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Apify](https://www.g2.com/products/apify/reviews) — 4.7/5 stars (487 reviews)
- [Boost.space](https://www.g2.com/products/boost-space/reviews) — 4.6/5 stars (350 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (756 reviews)

### Alternatives to Twilio Segment

- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (392 reviews)
- [mParticle by Rokt](https://www.g2.com/products/mparticle-by-rokt/reviews) — 4.4/5 stars (175 reviews)
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (764 reviews)
- [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (314 reviews)
- [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews) — 4.3/5 stars (268 reviews)
- [MineOS](https://www.g2.com/products/mineos/reviews) — 4.8/5 stars (229 reviews)
- [Osano](https://www.g2.com/products/osano/reviews) — 4.5/5 stars (172 reviews)
- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1360 reviews)
- [Klaviyo](https://www.g2.com/products/klaviyo/reviews) — 4.6/5 stars (1354 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..."

### Keboola

- Title: [Are you planning to include those extractors: Pinterest, TikTok, Spinoco? All of the would be beneficial for our use.](https://www.g2.com/discussions/are-you-planning-to-include-those-extractors-pinterest-tiktok-spinoco-all-of-the-would-be-beneficial-for-our-use) — 2 comments, 1 upvote
  > **Top comment:** "TikTok"

### Twilio Segment

- Title: [What is Segment used for?](https://www.g2.com/discussions/segment-what-is-segment-used-for) — 1 comment
  > **Top comment:** "Customer Data Platform (CDP)
"
- Title: [Is segment an ETL tool?](https://www.g2.com/discussions/is-segment-an-etl-tool) — 1 comment
  > **Top comment:** "Segment has a reverse ETL functionality, but is not an ETL tool."
- Title: [What is segment used for?](https://www.g2.com/discussions/what-is-segment-used-for) — 1 comment
  > **Top comment:** "It's a CDP for data base and micro segmentation "
- Title: [I used segment in different organizations as I was the one suggesting it, but then](https://www.g2.com/discussions/i-used-segment-in-different-organizations-as-i-was-the-one-suggesting-it-but-then) — 1 comment, 2 upvotes
  > **Top comment:** "There is if you become a referral partner, but is an involved process with approval...."
- Title: [What is the best way to do QA of tracking implementation?](https://www.g2.com/discussions/what-is-the-best-way-to-do-qa-of-tracking-implementation) — 1 comment, 1 upvote
  > **Top comment:** "My experience tells me that I always need to do end-to-end testing, just relying on that whenever an event ends up in segment, it will also end up in the..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/funnel-vs-keboola-vs-twilio-segment)