# Raptor Services, Salesforce Data 360 (formerly Data Cloud) vs Twilio Segment Comparison

| | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Star Rating** | 4.7 out of 5 | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 95 | 249 | 565 | 
| **Largest Market Segment** | Mid-Market (46.8% of reviews) | Mid-Market (42.8% of reviews) | Mid-Market (47.6% of reviews) | 
| **Entry Level Price** | Starting at €15,900.00 Per Year | $500.00 100000 Credits | $120 Per month | 

---
## Top Pros & Cons

### Raptor Services

Pros:
- Customer Support (23 reviews)
- Personalization (16 reviews)

Cons:
- Delays (4 reviews)
- Missing Features (4 reviews)

### Salesforce Data 360 (formerly Data Cloud)

Pros:
- Platform Integration (79 reviews)
- Ease of Use (56 reviews)

Cons:
- Learning Curve (53 reviews)
- Expensive (44 reviews)

### Twilio Segment

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

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

---
## Ratings Comparison
| Rating | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
  | **Meets Requirements** | 8.6 (91 reviews) | 9.0 (96 reviews) | 8.9 (429 reviews) | 
  | **Ease of Use** | 8.3 (90 reviews) | 7.9 (192 reviews) | 8.7 (431 reviews) | 
  | **Ease of Setup** | 7.6 (57 reviews) | 7.3 (165 reviews) | 8.5 (247 reviews) | 
  | **Ease of Admin** | 8.2 (38 reviews) | 8.5 (46 reviews) | 8.9 (237 reviews) | 
  | **Quality of Support** | 9.4 (92 reviews) | 8.6 (91 reviews) | 8.6 (369 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (44 reviews) | 9.3 (45 reviews) | 8.8 (225 reviews) | 
  | **Product Direction (% positive)** | 9.2 (93 reviews) | 9.0 (93 reviews) | 8.3 (389 reviews) | 

---
## Pricing

### Raptor Services

#### Entry-Level Pricing

Plan: Activate

Price: Starting at €15,900.00 Per Year

Description: For businesses that want to centralize customer data and start to activate channels

Key Features:
- Customer Data Platform
- Data Manager
- Insights & Analytics

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

#### Free Trial

No

### Salesforce Data 360 (formerly Data Cloud)

#### Entry-Level Pricing

Plan: Consumption Credits

Price: $500.00 100000 Credits

Description: List Price

Key Features:
- Data Services
- Segmentation & Activation

[Learn more about Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews)

#### Free Trial

No

### 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

### Data Management Platform (DMP)

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 9.4/10 | 8 |
| **Twilio Segment** | N/A | N/A |

#### Data Integration

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **1st-Party Data Integration** | Not enough data | 10.0 (5 reviews) | Not enough data | 
| **2nd-Party Data Integration** | Not enough data | 10.0 (5 reviews) | Not enough data | 
| **3rd-Party Data Integration** | Not enough data | 9.7 (5 reviews) | Not enough data | 
| **Offline Data Integration** | Not enough data | 8.0 (5 reviews) | Not enough data | 
| **Mobile Data Integration** | Not enough data | 9.3 (5 reviews) | Not enough data | 
| **Data Export Tools** | Not enough data | 10.0 (5 reviews) | Not enough data | 

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

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.9 (6 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 9.2 (6 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 9.8 (7 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 9.4 (6 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 9.2 (6 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 8.6 (6 reviews) | Not enough data | 

#### Data Analysis & Optimization

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Audience Segmentation** | Not enough data | 10.0 (5 reviews) | Not enough data | 
| **Recommendations** | Not enough data | 9.2 (6 reviews) | Not enough data | 
| **Standard Dashboards** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Custom Reports** | Not enough data | 9.4 (6 reviews) | Not enough data | 

#### Platform

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Data Permissions** | Not enough data | 8.9 (6 reviews) | Not enough data | 
| **User, Role, and Access Management** | Not enough data | 9.7 (6 reviews) | Not enough data | 
| **Performance and Reliability** | Not enough data | 10.0 (6 reviews) | Not enough data | 
| **Enterprise Scalability** | Not enough data | 9.4 (6 reviews) | Not enough data | 
| **Internationalization** | Not enough data | 10.0 (5 reviews) | Not enough data | 

### E-Commerce Personalization

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | 8.3/10 | 41 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Visitor Behavior

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Monitoring** | 7.8 (35 reviews) | Not enough data | Not enough data | 
| **Targeting** | 8.8 (35 reviews) | Not enough data | Not enough data | 
| **Guided Selling** | 8.1 (35 reviews) | Not enough data | Not enough data | 

#### Templates

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Library** | 7.5 (33 reviews) | Not enough data | Not enough data | 
| **Customization** | 8.7 (35 reviews) | Not enough data | Not enough data | 
| **Optimization** | 8.4 (36 reviews) | Not enough data | Not enough data | 

#### Personalization

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Recommendation** | 9.2 (39 reviews) | Not enough data | Not enough data | 
| **Content** | 8.2 (35 reviews) | Not enough data | Not enough data | 
| **Cart Abandonment** | 8.7 (34 reviews) | Not enough data | Not enough data | 
| **Search** | 7.6 (30 reviews) | Not enough data | Not enough data | 
| **Personalization Engine** | 8.9 (33 reviews) | Not enough data | Not enough data | 
| **Product Recommendations** | 9.3 (35 reviews) | Not enough data | Not enough data | 
| **A/B Testing** | 7.4 (28 reviews) | Not enough data | Not enough data | 
| **Personalized Messaging** | 8.2 (31 reviews) | Not enough data | Not enough data | 

#### Multichannel

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Web** | 8.8 (32 reviews) | Not enough data | Not enough data | 
| **Email** | 8.8 (31 reviews) | Not enough data | Not enough data | 
| **Mobile** | 8.2 (30 reviews) | Not enough data | Not enough data | 

#### Administration 

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Marketing Campaigns** | 8.2 (31 reviews) | Not enough data | Not enough data | 
| **Reports & Analytics** | 7.5 (33 reviews) | Not enough data | Not enough data | 
| **User Data** | 8.3 (30 reviews) | Not enough data | Not enough data | 
| **Integrations** | 8.3 (31 reviews) | Not enough data | Not enough data | 

#### Agentic AI - E-Commerce Personalization

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 8.9/10 | 9 |
| **Twilio Segment** | 8.5/10 | 115 |

#### Administration

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Data Modelling** | Not enough data | 9.0 (7 reviews) | 8.6 (86 reviews) | 
| **Recommendations** | Not enough data | 8.8 (7 reviews) | 8.2 (68 reviews) | 
| **Workflow Management** | Not enough data | 8.6 (6 reviews) | 8.7 (77 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 8.3 (7 reviews) | 8.0 (85 reviews) | 

#### Management

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Business Glossary** | Not enough data | 8.3 (7 reviews) | 8.2 (43 reviews) | 
| **Data Discovery** | Not enough data | 9.0 (7 reviews) | 8.5 (52 reviews) | 
| **Data Profililng** | Not enough data | 8.8 (8 reviews) | 8.6 (49 reviews) | 
| **Reporting and Visualization** | Not enough data | 8.3 (7 reviews) | 8.1 (48 reviews) | 
| **Data Lineage** | Not enough data | 8.3 (6 reviews) | 8.6 (46 reviews) | 

#### Compliance

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 9.4 (8 reviews) | 8.9 (96 reviews) | 
| **Training and Guidelines** | Not enough data | 9.0 (7 reviews) | 8.7 (80 reviews) | 
| **Policy Enforcement** | Not enough data | 9.3 (7 reviews) | 8.8 (85 reviews) | 
| **Compliance Monitoring** | Not enough data | 10.0 (6 reviews) | 8.7 (83 reviews) | 

#### Security

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Access Control** | Not enough data | 9.3 (7 reviews) | 9.0 (56 reviews) | 
| **Roles Management** | Not enough data | 8.8 (7 reviews) | 8.4 (54 reviews) | 
| **Compliance Management** | Not enough data | 9.3 (7 reviews) | 8.9 (50 reviews) | 

#### Data Quality

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Data Preparation** | Not enough data | 9.4 (8 reviews) | 8.7 (99 reviews) | 
| **Data Distribution** | Not enough data | 8.8 (7 reviews) | 9.1 (98 reviews) | 
| **Data Unification** | Not enough data | 9.6 (9 reviews) | 9.3 (98 reviews) | 

#### Maintainence

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | 9.0 (7 reviews) | 9.0 (53 reviews) | 
| **Policy Management** | Not enough data | 9.0 (7 reviews) | 8.7 (46 reviews) | 

#### Generative AI

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.1 (7 reviews) | 7.1 (7 reviews) | 
| **AI Text Summarization** | Not enough data | 8.3 (7 reviews) | 7.4 (7 reviews) | 

#### Agentic AI - Data Governance

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 9.0 (7 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 9.0 (7 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 8.6 (7 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 9.4 (6 reviews) | Not enough data | 

### Personalization Engines

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | 7.0/10 | 14 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Segmentation

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **A/B Testing** | 6.4 (12 reviews) | Not enough data | Not enough data | 
| **Customer Profiles** | 7.1 (13 reviews) | Not enough data | Not enough data | 

#### Targeting

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Behavioral Targeting** | 8.5 (13 reviews) | Not enough data | Not enough data | 
| **Contextual Targeting** | 7.6 (13 reviews) | Not enough data | Not enough data | 

#### Triggered Content

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Geofencing** | 6.5 (11 reviews) | Not enough data | Not enough data | 
| **Triggered Emails** | 7.7 (13 reviews) | Not enough data | Not enough data | 
| **Triggered Messages** | 6.3 (12 reviews) | Not enough data | Not enough data | 

#### Personalized Content

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Recommendation Engine** | 8.1 (14 reviews) | Not enough data | Not enough data | 
| **Personalized Discounts** | 6.5 (12 reviews) | Not enough data | Not enough data | 
| **Website Personalization** | 7.8 (13 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Personalization Engines

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 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 | 

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | 8.4/10 | 40 |
| **Salesforce Data 360 (formerly Data Cloud)** | 8.8/10 | 60 |
| **Twilio Segment** | 8.1/10 | 181 |

#### Data Sourcing

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Data Enrichment** | 8.7 (38 reviews) | 8.9 (34 reviews) | 8.5 (142 reviews) ✓ Verified | 
| **Expandability** | 8.7 (38 reviews) | 9.2 (53 reviews) | 8.7 (148 reviews) ✓ Verified | 
| **Content Marketing** | 7.9 (36 reviews) | 8.5 (28 reviews) | Feature Not Available | 
| **Multiple Devices** | 8.4 (36 reviews) | 9.1 (29 reviews) | 8.6 (138 reviews) ✓ Verified | 

#### Intelligence

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Marketing Metrics** | 8.1 (32 reviews) | 8.6 (29 reviews) | 8.0 (123 reviews) ✓ Verified | 
| **Predictive Modeling** | 8.2 (37 reviews) | 8.6 (28 reviews) | 6.9 (85 reviews) ✓ Verified | 
| **Recommendation Engine** | 9.0 (38 reviews) | 8.7 (30 reviews) | Feature Not Available | 

### E-Merchandising

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | 7.4/10 | 14 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Merchandising

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Product Recommendations** | 8.6 (14 reviews) | Not enough data | Not enough data | 
| **Product Search** | 7.6 (14 reviews) | Not enough data | Not enough data | 
| **Product Display** | 7.8 (13 reviews) | Not enough data | Not enough data | 
| **Media File Storage** | 6.1 (12 reviews) | Not enough data | Not enough data | 
| **Web Content Management** | 7.3 (13 reviews) | Not enough data | Not enough data | 

#### Analytics

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Reports & Analytics** | 7.3 (14 reviews) | Not enough data | Not enough data | 
| **Customer Data** | 8.3 (13 reviews) | Not enough data | Not enough data | 

#### Administration

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Integrations** | 8.2 (13 reviews) | Not enough data | Not enough data | 
| **Dashboard** | 7.3 (14 reviews) | Not enough data | Not enough data | 

### Data Privacy Management

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.9/10 | 35 |

#### Functionality

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.7/10 | 25 |

#### Functionality

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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) | 

### E-Commerce Search

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Search Setup

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Indexing** | Not enough data | Not enough data | Not enough data | 
| **Auto Complete** | Not enough data | Not enough data | Not enough data | 
| **Product Information** | Not enough data | Not enough data | Not enough data | 
| **Stemming** | Not enough data | Not enough data | Not enough data | 

#### Product Discovery

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Recommendations** | Not enough data | Not enough data | Not enough data | 
| **Conversion** | Not enough data | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Faceted Search** | Not enough data | Not enough data | Not enough data | 
| **Ranking and Relevancy** | Not enough data | Not enough data | Not enough data | 

#### Integration

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **E-Commerce** | Not enough data | Not enough data | Not enough data | 
| **PIM** | Not enough data | Not enough data | Not enough data | 
| **Merchadising** | Not enough data | Not enough data | Not enough data | 

### Audience Intelligence Platforms

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 9.7/10 | 8 |
| **Twilio Segment** | N/A | N/A |

#### Audiences

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Audience Insights** | Not enough data | 10.0 (6 reviews) | Not enough data | 
| **Influencer Identification** | Not enough data | 9.2 (6 reviews) | Not enough data | 
| **Buyer Personas** | Not enough data | 9.7 (6 reviews) | Not enough data | 
| **Segmentation** | Not enough data | 10.0 (7 reviews) | Not enough data | 

#### Data Analysis

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Network Analysis** | Not enough data | 9.2 (6 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.4 (6 reviews) | Not enough data | 
| **Visualizations** | Not enough data | 9.7 (6 reviews) | Not enough data | 
| **Advanced Filtering** | Not enough data | 10.0 (6 reviews) | Not enough data | 

#### Administration

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Marketing Integrations** | Not enough data | 9.8 (7 reviews) | Not enough data | 
| **Ad Integrations** | Not enough data | 9.4 (6 reviews) | Not enough data | 
| **Data Exporting** | Not enough data | 9.2 (6 reviews) | Not enough data | 

#### Agentic AI - Audience Intelligence Platforms

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.9 (6 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 9.3 (7 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 8.9 (6 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 8.9 (6 reviews) | Not enough data | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.5/10 | 53 |

#### Development 

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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) | 

### Master Data Management (MDM)

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 10.0/10 | 6 |
| **Twilio Segment** | N/A | N/A |

#### Management

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Hierarchy Management** | Not enough data | Not enough data | Not enough data | 
| **Reference Data Management** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 

#### Functionality 

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Multi-Domain** | Not enough data | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | Not enough data | 
| **Relationship Mapping** | Not enough data | Not enough data | Not enough data | 
| **User Interface** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Data Governance** | Not enough data | 10.0 (5 reviews) | Not enough data | 
| **Data Masking** | Not enough data | Not enough data | Not enough data | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 7.9/10 | 7 |

#### Data Management 

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 | 8.1 (6 reviews) | 
| **Reporting** | Not enough data | Not enough data | 6.9 (6 reviews) | 

#### Functionality

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Identity Resolution

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 8.5/10 | 17 |
| **Twilio Segment** | N/A | N/A |

#### Agentic AI - Firewall Software

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.2 (16 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 8.6 (16 reviews) | Not enough data | 

### Personalization

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Agentic AI - Personalization

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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 | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 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 Subject Access Request (DSAR)

| Product | Score | Reviews |
|---|---|---|
| **Raptor Services** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.7/10 | 23 |

#### Functionality

| Feature | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | 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) | 

---
## Categories
**Shared Categories (1):** [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp)

**Unique to Raptor Services (5):** [Personalization Software](https://www.g2.com/categories/personalization), [Personalization Engines](https://www.g2.com/categories/personalization-engines), [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization), [E-Merchandising Software](https://www.g2.com/categories/e-merchandising), [E-Commerce Search Software](https://www.g2.com/categories/e-commerce-search)

**Unique to Salesforce Data 360 (formerly Data Cloud) (6):** [Audience Intelligence Platforms ](https://www.g2.com/categories/audience-intelligence-platforms), [Identity Resolution Software](https://www.g2.com/categories/identity-resolution), [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp), [Master Data Management (MDM) Tools](https://www.g2.com/categories/master-data-management-mdm), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Data Management Software](https://www.g2.com/categories/data-management-software)

**Unique to Twilio Segment (6):** [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), [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 | Raptor Services | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Small-Business** | 35.1% | 20.5% | 41.2% | 
| **Mid-Market** | 46.8% | 42.8% | 47.6% | 
| **Enterprise** | 18.1% | 36.7% | 11.2% | 

### By Industry

#### Raptor Services

- **Retail:** 21.3%
- **Marketing and Advertising:** 16.0%
- **Apparel & Fashion:** 11.7%
- **Building Materials:** 5.3%
- **Sporting Goods:** 5.3%
- **Wholesale:** 4.3%
- **Construction:** 4.3%
- **Textiles:** 3.2%
- **Computer Software:** 3.2%
- **Information Technology and Services:** 3.2%
- **Other:** 22.3%

#### Salesforce Data 360 (formerly Data Cloud)

- **Information Technology and Services:** 17.1%
- **Computer Software:** 8.8%
- **Financial Services:** 6.9%
- **Consulting:** 6.0%
- **Computer & Network Security:** 3.7%
- **Marketing and Advertising:** 3.7%
- **Manufacturing:** 3.2%
- **Education Management:** 2.8%
- **Retail:** 2.8%
- **Automotive:** 2.3%
- **Other:** 42.6%

#### Twilio Segment

- **Computer Software:** 21.7%
- **Information Technology and Services:** 12.8%
- **Financial Services:** 9.0%
- **Internet:** 7.2%
- **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:** 33.5%

---
## Alternatives

### Alternatives to Raptor Services

- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (765 reviews)
- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1356 reviews)
- [Dotdigital](https://www.g2.com/products/dotdigital/reviews) — 4.4/5 stars (1201 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (432 reviews)
- [Klaviyo](https://www.g2.com/products/klaviyo/reviews) — 4.6/5 stars (1350 reviews)
- [SAP Engagement Cloud (formerly SAP Emarsys)](https://www.g2.com/products/sap-engagement-cloud-formerly-sap-emarsys/reviews) — 4.2/5 stars (618 reviews)
- [Luigi's Box](https://www.g2.com/products/luigi-s-box/reviews) — 4.8/5 stars (425 reviews)
- [Netcore Customer Engagement Platform](https://www.g2.com/products/netcore-customer-engagement-platform/reviews) — 4.5/5 stars (567 reviews)
- [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (451 reviews)
- [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews) — 4.2/5 stars (411 reviews)

### Alternatives to Salesforce Data 360 (formerly Data Cloud)

- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1356 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (392 reviews)
- [Klaviyo](https://www.g2.com/products/klaviyo/reviews) — 4.6/5 stars (1350 reviews)
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (765 reviews)
- [WebEngage](https://www.g2.com/products/webengage/reviews) — 4.5/5 stars (751 reviews)
- [Dotdigital](https://www.g2.com/products/dotdigital/reviews) — 4.4/5 stars (1201 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews)
- [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews) — 4.2/5 stars (411 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 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 (765 reviews)
- [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (314 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 (1356 reviews)
- [Klaviyo](https://www.g2.com/products/klaviyo/reviews) — 4.6/5 stars (1350 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1158 reviews)

---
## Top Discussions

### Raptor Services

No discussions available for this product.

### Salesforce Data 360 (formerly Data Cloud)

No discussions available for this product.

### 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/raptor-services-vs-salesforce-data-360-formerly-data-cloud-vs-twilio-segment)