# AdRoll ABM (Formerly RollWorks), Salesforce Data 360 (formerly Data Cloud) vs Twilio Segment Comparison

| | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 650 | 249 | 565 | 
| **Largest Market Segment** | Mid-Market (58.0% of reviews) | Mid-Market (42.8% of reviews) | Mid-Market (47.6% of reviews) | 
| **Entry Level Price** | No pricing available | $500.00 100000 Credits | $120 Per month | 

---
## Top Pros & Cons

### AdRoll ABM (Formerly RollWorks)

Pros:
- Ease of Use (168 reviews)
- Audience Targeting (105 reviews)

Cons:
- Learning Curve (66 reviews)
- Missing Features (60 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 | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
  | **Meets Requirements** | 8.4 (530 reviews) | 9.0 (96 reviews) | 8.9 (429 reviews) | 
  | **Ease of Use** | 8.4 (535 reviews) | 7.9 (192 reviews) | 8.7 (431 reviews) | 
  | **Ease of Setup** | 8.3 (359 reviews) | 7.3 (165 reviews) | 8.5 (247 reviews) | 
  | **Ease of Admin** | 8.6 (262 reviews) | 8.5 (46 reviews) | 8.9 (237 reviews) | 
  | **Quality of Support** | 8.9 (510 reviews) | 8.6 (91 reviews) | 8.6 (369 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (267 reviews) | 9.3 (45 reviews) | 8.8 (225 reviews) | 
  | **Product Direction (% positive)** | 8.6 (490 reviews) | 9.0 (93 reviews) | 8.3 (389 reviews) | 

---
## Pricing

### AdRoll ABM (Formerly RollWorks)

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### 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

### Sales Intelligence

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.3/10 | 84 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Data Availability

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Contact Data Availability** | 7.9 (68 reviews) | Not enough data | Not enough data | 
| **Company Data Availability** | 8.4 (71 reviews) | Not enough data | Not enough data | 
| **Industry Research Availability** | 7.0 (54 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Technographic Data Availability** | 6.2 (21 reviews) | Not enough data | Not enough data | 

#### Data Accuracy

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Contact Data Accuracy** | 8.1 (62 reviews) | Not enough data | Not enough data | 
| **Company Data Accuracy** | 8.3 (65 reviews) | Not enough data | Not enough data | 
| **Technographic Data Accuracy** | 6.8 (19 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Sales Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.7 (5 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.7 (5 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.7 (5 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 6.3 (5 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 6.3 (5 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 6.7 (5 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Internationalization** | Feature Not Available | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.5 (52 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Performance and Reliability** | 8.8 (47 reviews) | Not enough data | Not enough data | 
| **Reporting/Dashboards** | 8.1 (53 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Mobile User Support** | 5.9 (33 reviews) ✓ Verified | Not enough data | Not enough data | 
| **APIs** | 7.5 (38 reviews) | Not enough data | Not enough data | 

#### Features

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Lead Builder** | 8.2 (58 reviews) | Not enough data | Not enough data | 
| **Integration to CRM/Marketing Automation** | 8.7 (65 reviews) | Not enough data | Not enough data | 
| **Data Cleaning/Enrichment** | 7.0 (33 reviews) | Not enough data | Not enough data | 
| **Data Segmentation/Filtering** | 8.0 (50 reviews) | Not enough data | Not enough data | 
| **Search** | 7.9 (59 reviews) ✓ Verified | Not enough data | Not enough data | 
| **News/People Alerts** | 7.2 (32 reviews) | Not enough data | Not enough data | 
| **Connections** | Feature Not Available | Not enough data | Not enough data | 
| **Reporting** | 8.1 (61 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Messaging** | 7.3 (48 reviews) ✓ Verified | Not enough data | Not enough data | 

### Display Advertising

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.9/10 | 218 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Channel Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Display Functionality** | 8.7 (189 reviews) | Not enough data | Not enough data | 

#### Platform Interoperability

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Close Ecosystem API** | 7.4 (75 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Display Advertising

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.6 (19 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 6.8 (19 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.7 (19 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.8 (19 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.0 (19 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 6.9 (19 reviews) | Not enough data | Not enough data | 

#### Campaign Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Campaign Dashboard** | 8.3 (184 reviews) | Not enough data | Not enough data | 
| **Campaign Optimization** | 8.0 (172 reviews) | Not enough data | Not enough data | 
| **Reach** | 8.3 (173 reviews) | Not enough data | Not enough data | 
| **Bulk Editing** | 7.5 (140 reviews) | Not enough data | Not enough data | 
| **Batch Uploading** | 8.3 (152 reviews) | Not enough data | Not enough data | 
| **Brand Safety** | 8.5 (128 reviews) | Not enough data | Not enough data | 
| **Fraud Protection** | 8.2 (112 reviews) | Not enough data | Not enough data | 
| **Frequency Capping** | 7.8 (116 reviews) | Not enough data | Not enough data | 
| **Budget Pacing** | 8.2 (149 reviews) | Not enough data | Not enough data | 
| **Creative Optimization** | 7.7 (138 reviews) | Not enough data | Not enough data | 
| **Rich Media Capabilties** | 7.8 (113 reviews) | Not enough data | Not enough data | 
| **In-App Ads** | Feature Not Available | Not enough data | Not enough data | 
| **Mobile Rich Media Capabilities** | 7.5 (98 reviews) | Not enough data | Not enough data | 

#### Targeting

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Targeting** | 8.6 (188 reviews) | Not enough data | Not enough data | 
| **Retargeting** | 8.9 (183 reviews) | Not enough data | Not enough data | 
| **Geo-Targeting** | 8.3 (151 reviews) | Not enough data | Not enough data | 
| **Contextual Targeting** | 8.0 (129 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **API / Integrations** | 8.2 (146 reviews) | Not enough data | Not enough data | 
| **Custom Reports** | 7.6 (143 reviews) | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.7 (165 reviews) | Not enough data | Not enough data | 
| **Performance and Reliability** | 8.6 (168 reviews) | Not enough data | Not enough data | 
| **Enterprise Scalability** | 8.3 (136 reviews) | Not enough data | Not enough data | 
| **Customization** | 8.0 (138 reviews) | Not enough data | Not enough data | 
| **Workflow Capability** | 8.0 (127 reviews) | Not enough data | Not enough data | 
| **Internationalization** | Feature Not Available | Not enough data | Not enough data | 
| **Notifications** | 7.9 (127 reviews) | Not enough data | Not enough data | 

### Data Management Platform (DMP)

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 9.4/10 | 8 |
| **Twilio Segment** | N/A | N/A |

#### Data Integration

| Feature | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | 

### Account Data Management

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.7/10 | 147 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Lead Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Market Insights ** | 8.2 (88 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Account-level Insights ** | 8.6 (98 reviews) | Not enough data | Not enough data | 
| **Lead Analysis ** | 7.9 (80 reviews) | Not enough data | Not enough data | 

#### Lead Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Segmentation ** | 8.3 (110 reviews) | Not enough data | Not enough data | 
| **Predictive Scoring ** | 7.6 (81 reviews) | Not enough data | Not enough data | 
| **Account Identification ** | 8.3 (111 reviews) | Not enough data | Not enough data | 

#### Marketing Campaigns

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Omni-Channel Tracking ** | 8.1 (95 reviews) | Not enough data | Not enough data | 
| **Revenue Planning ** | 7.5 (76 reviews) | Not enough data | Not enough data | 
| **Media Attribution ** | 7.6 (88 reviews) | Not enough data | Not enough data | 
| **Opportunity Timeline ** | 7.8 (75 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Customization ** | 7.8 (89 reviews) | Not enough data | Not enough data | 

#### Campaign Execution

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Website Personalization ** | 7.3 (62 reviews) | Not enough data | Not enough data | 
| **Prioritized Accounts ** | 8.4 (93 reviews) | Not enough data | Not enough data | 
| **Trending Accounts ** | 8.4 (84 reviews) | Not enough data | Not enough data | 
| **Email Campaigns ** | 7.4 (64 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Account Data Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.7 (30 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.3 (37 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.9 (29 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 6.7 (29 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.0 (30 reviews) | Not enough data | Not enough data | 

### Lead Generation

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Lead Generation

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Lead Builder** | Not enough data | Not enough data | Not enough data | 
| **CRM Integration** | Not enough data | Not enough data | Not enough data | 
| **Marketing Automation Integration** | Not enough data | Not enough data | Not enough data | 
| **Social Media Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Import & Export Tools** | Not enough data | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 8.9/10 | 9 |
| **Twilio Segment** | 8.5/10 | 115 |

#### Administration

| Feature | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | 

### Retargeting

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.5/10 | 154 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Retargeting

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **A/B Testing** | 7.4 (65 reviews) | Not enough data | Not enough data | 
| **Audience Segmentation** | 8.6 (142 reviews) | Not enough data | Not enough data | 
| **Behavioral Targeting** | 8.2 (131 reviews) | Not enough data | Not enough data | 
| **Reporting & Analytics** | 8.1 (148 reviews) | Not enough data | Not enough data | 
| **Geo Targeting** | 8.3 (114 reviews) | Not enough data | Not enough data | 
| **Cross-channel Retargeting** | 8.0 (117 reviews) | Not enough data | Not enough data | 
| **Personalization** | 7.8 (113 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Retargeting

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.7 (18 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 6.6 (18 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.8 (18 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.8 (19 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 6.7 (18 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.2 (19 reviews) | Not enough data | Not enough data | 

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 8.3/10 | 11 |
| **Salesforce Data 360 (formerly Data Cloud)** | 8.8/10 | 60 |
| **Twilio Segment** | 8.1/10 | 181 |

#### Data Sourcing

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Data Enrichment** | 9.1 (9 reviews) | 8.9 (34 reviews) | 8.5 (142 reviews) ✓ Verified | 
| **Expandability** | 8.1 (7 reviews) | 9.2 (53 reviews) | 8.7 (148 reviews) ✓ Verified | 
| **Content Marketing** | 8.1 (6 reviews) | 8.5 (28 reviews) | Feature Not Available | 
| **Multiple Devices** | 7.8 (6 reviews) | 9.1 (29 reviews) | 8.6 (138 reviews) ✓ Verified | 

#### Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Marketing Metrics** | 8.1 (8 reviews) | 8.6 (29 reviews) | 8.0 (123 reviews) ✓ Verified | 
| **Predictive Modeling** | 8.9 (6 reviews) | 8.6 (28 reviews) | 6.9 (85 reviews) ✓ Verified | 
| **Recommendation Engine** | 7.7 (5 reviews) | 8.7 (30 reviews) | Feature Not Available | 

### Buyer Intent Data Providers

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.8/10 | 109 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Data Availability

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Contact Data Availability** | 7.4 (90 reviews) | Not enough data | Not enough data | 
| **Account Data Availability** | 8.1 (97 reviews) | Not enough data | Not enough data | 
| **Offline Data** | 6.9 (60 reviews) | Not enough data | Not enough data | 

#### Platform Additional Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Integrations** | 8.4 (96 reviews) | Not enough data | Not enough data | 
| **Topic Customization** | 7.9 (71 reviews) | Not enough data | Not enough data | 
| **Natural Language Processing (NLP)** | 7.3 (51 reviews) | Not enough data | Not enough data | 
| **Alerts** | 8.0 (76 reviews) | Not enough data | Not enough data | 
| **Real-time Intent** | 8.2 (88 reviews) | Not enough data | Not enough data | 

### Data Privacy Management

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.9/10 | 35 |

#### Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | 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) | 

### Account-Based Orchestration Platforms

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 8.1/10 | 44 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Platform Basics

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Centralization** | 8.7 (35 reviews) | Not enough data | Not enough data | 
| **Account Identification and Segmentation** | 8.2 (37 reviews) | Not enough data | Not enough data | 
| **Lead-to-Account Matching** | 8.0 (34 reviews) | Not enough data | Not enough data | 
| **Multichannel Engagement** | 9.3 (9 reviews) | Not enough data | Not enough data | 
| **Personalized Content and Messaging** | 8.6 (6 reviews) | Not enough data | Not enough data | 

#### Platform Data

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Measurement** | 8.5 (40 reviews) | Not enough data | Not enough data | 
| **Revenue Analytics** | 8.2 (33 reviews) | Not enough data | Not enough data | 

#### Platform Additional Functionality 

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Integrations** | 8.7 (39 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Account-Based Orchestration Platforms

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.8 (6 reviews) | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **AI-Powered Data Analysis** | 8.6 (7 reviews) | Not enough data | Not enough data | 
| **AI Personalization** | 6.7 (5 reviews) | Not enough data | Not enough data | 

### Account-Based Advertising

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 230 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Platform Basics

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Retargeting** | 8.6 (217 reviews) | Not enough data | Not enough data | 

#### Platform Data

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Campaign Measurement** | 8.3 (215 reviews) | Not enough data | Not enough data | 
| **Attribution** | 7.6 (198 reviews) | Not enough data | Not enough data | 

#### Platform Additional Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Multivariate Testing** | Feature Not Available | Not enough data | Not enough data | 
| **Integrations** | 8.1 (207 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Account-Based Advertising

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.4 (22 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 6.4 (22 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.7 (22 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.9 (21 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 6.1 (22 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 6.6 (24 reviews) | Not enough data | Not enough data | 

### Consent Management Platform (CMP)

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.7/10 | 25 |

#### Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | 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) | 

### Video Advertising

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.1/10 | 206 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Platform Interoperability

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Close Ecosystem API** | Not enough data | Not enough data | Not enough data | 

#### Video Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Video Functionality** | 9.0 (8 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Video Advertising

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | 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 | 

#### Campaign Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Campaign Dashboard** | 8.3 (184 reviews) | Not enough data | Not enough data | 
| **Campaign Optimization** | 8.0 (172 reviews) | Not enough data | Not enough data | 
| **Reach** | 8.3 (173 reviews) | Not enough data | Not enough data | 
| **Bulk Editing** | 7.5 (140 reviews) | Not enough data | Not enough data | 
| **Batch Uploading** | 8.3 (152 reviews) | Not enough data | Not enough data | 
| **Brand Safety** | 8.5 (128 reviews) | Not enough data | Not enough data | 
| **Fraud Protection** | 8.2 (112 reviews) | Not enough data | Not enough data | 
| **Frequency Capping** | 7.8 (116 reviews) | Not enough data | Not enough data | 
| **Budget Pacing** | 8.2 (149 reviews) | Not enough data | Not enough data | 
| **Creative Optimization** | 7.7 (138 reviews) | Not enough data | Not enough data | 
| **Rich Media Capabilties** | 7.8 (113 reviews) | Not enough data | Not enough data | 
| **In-App Ads** | Feature Not Available | Not enough data | Not enough data | 
| **Mobile Rich Media Capabilities** | 7.5 (98 reviews) | Not enough data | Not enough data | 

#### Targeting

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Targeting** | 8.6 (188 reviews) | Not enough data | Not enough data | 
| **Retargeting** | 8.9 (183 reviews) | Not enough data | Not enough data | 
| **Geo-Targeting** | 8.3 (151 reviews) | Not enough data | Not enough data | 
| **Contextual Targeting** | 8.0 (129 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **API / Integrations** | 8.2 (146 reviews) | Not enough data | Not enough data | 
| **Custom Reports** | 7.6 (143 reviews) | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.7 (165 reviews) | Not enough data | Not enough data | 
| **Performance and Reliability** | 8.6 (168 reviews) | Not enough data | Not enough data | 
| **Enterprise Scalability** | 8.3 (136 reviews) | Not enough data | Not enough data | 
| **Customization** | 8.0 (138 reviews) | Not enough data | Not enough data | 
| **Workflow Capability** | 8.0 (127 reviews) | Not enough data | Not enough data | 
| **Internationalization** | Feature Not Available | Not enough data | Not enough data | 
| **Notifications** | 7.9 (127 reviews) | Not enough data | Not enough data | 

### Social Media Advertising

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.8/10 | 206 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Platform Interoperability

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Close Ecosystem API** | 7.3 (25 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Social Media Advertising

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | 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 | 

#### Social Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Social Functionality** | 7.3 (48 reviews) | Not enough data | Not enough data | 

#### Campaign Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Campaign Dashboard** | 8.3 (184 reviews) | Not enough data | Not enough data | 
| **Campaign Optimization** | 8.0 (172 reviews) | Not enough data | Not enough data | 
| **Reach** | 8.3 (173 reviews) | Not enough data | Not enough data | 
| **Bulk Editing** | 7.5 (140 reviews) | Not enough data | Not enough data | 
| **Batch Uploading** | 8.3 (152 reviews) | Not enough data | Not enough data | 
| **Brand Safety** | 8.5 (128 reviews) | Not enough data | Not enough data | 
| **Fraud Protection** | 8.2 (112 reviews) | Not enough data | Not enough data | 
| **Frequency Capping** | 7.8 (116 reviews) | Not enough data | Not enough data | 
| **Budget Pacing** | 8.2 (149 reviews) | Not enough data | Not enough data | 
| **Creative Optimization** | 7.7 (138 reviews) | Not enough data | Not enough data | 
| **Rich Media Capabilties** | 7.8 (113 reviews) | Not enough data | Not enough data | 
| **In-App Ads** | Feature Not Available | Not enough data | Not enough data | 
| **Mobile Rich Media Capabilities** | 7.5 (98 reviews) | Not enough data | Not enough data | 

#### Targeting

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Targeting** | 8.6 (188 reviews) | Not enough data | Not enough data | 
| **Retargeting** | 8.9 (183 reviews) | Not enough data | Not enough data | 
| **Geo-Targeting** | 8.3 (151 reviews) | Not enough data | Not enough data | 
| **Contextual Targeting** | 8.0 (129 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **API / Integrations** | 8.2 (146 reviews) | Not enough data | Not enough data | 
| **Custom Reports** | 7.6 (143 reviews) | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.7 (165 reviews) | Not enough data | Not enough data | 
| **Performance and Reliability** | 8.6 (168 reviews) | Not enough data | Not enough data | 
| **Enterprise Scalability** | 8.3 (136 reviews) | Not enough data | Not enough data | 
| **Customization** | 8.0 (138 reviews) | Not enough data | Not enough data | 
| **Workflow Capability** | 8.0 (127 reviews) | Not enough data | Not enough data | 
| **Internationalization** | Feature Not Available | Not enough data | Not enough data | 
| **Notifications** | 7.9 (127 reviews) | Not enough data | Not enough data | 

### Audience Intelligence Platforms

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 9.7/10 | 8 |
| **Twilio Segment** | N/A | N/A |

#### Audiences

| Feature | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | 

### Lead Intelligence

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 11 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Lead Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Lead Validation** | 7.8 (10 reviews) | Not enough data | Not enough data | 
| **Lead Enrichment** | 7.2 (10 reviews) | Not enough data | Not enough data | 
| **Lead Quality** | 7.0 (11 reviews) | Not enough data | Not enough data | 
| **Lead Analysis** | 7.1 (11 reviews) | Not enough data | Not enough data | 
| **Browser Extension** | 7.0 (10 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Lead Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Cross-system Integration** | 6.9 (6 reviews) | Not enough data | Not enough data | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.5/10 | 53 |

#### Development 

| Feature | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | 10.0/10 | 6 |
| **Twilio Segment** | N/A | N/A |

#### Management

| Feature | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | 

### Demand Side Platform (DSP)

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 8.4/10 | 207 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Demand Side Platforms

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Cross Channel Capabilities ** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Demand Side Platform (DSP)

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | 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 | 

#### Campaign Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Campaign Dashboard** | 8.3 (184 reviews) | Not enough data | Not enough data | 
| **Campaign Optimization** | 8.0 (172 reviews) | Not enough data | Not enough data | 
| **Reach** | 8.3 (173 reviews) | Not enough data | Not enough data | 
| **Bulk Editing** | 7.5 (140 reviews) | Not enough data | Not enough data | 
| **Batch Uploading** | 8.3 (152 reviews) | Not enough data | Not enough data | 
| **Brand Safety** | 8.5 (128 reviews) | Not enough data | Not enough data | 
| **Fraud Protection** | 8.2 (112 reviews) | Not enough data | Not enough data | 
| **Frequency Capping** | 7.8 (116 reviews) | Not enough data | Not enough data | 
| **Budget Pacing** | 8.2 (149 reviews) | Not enough data | Not enough data | 
| **Creative Optimization** | 7.7 (138 reviews) | Not enough data | Not enough data | 
| **Rich Media Capabilties** | 7.8 (113 reviews) | Not enough data | Not enough data | 
| **In-App Ads** | Feature Not Available | Not enough data | Not enough data | 
| **Mobile Rich Media Capabilities** | 7.5 (98 reviews) | Not enough data | Not enough data | 

#### Targeting

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Targeting** | 8.6 (188 reviews) | Not enough data | Not enough data | 
| **Retargeting** | 8.9 (183 reviews) | Not enough data | Not enough data | 
| **Geo-Targeting** | 8.3 (151 reviews) | Not enough data | Not enough data | 
| **Contextual Targeting** | 8.0 (129 reviews) | Not enough data | Not enough data | 

#### Demand Side Platforms

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Machine Learning Optimization** | 9.0 (7 reviews) | Not enough data | Not enough data | 
| **Estimate and Projections** | 8.3 (7 reviews) | Not enough data | Not enough data | 
| **Cross-Device Capabilities** | 8.3 (7 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **API / Integrations** | 8.2 (146 reviews) | Not enough data | Not enough data | 
| **Custom Reports** | 7.6 (143 reviews) | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.7 (165 reviews) | Not enough data | Not enough data | 
| **Performance and Reliability** | 8.6 (168 reviews) | Not enough data | Not enough data | 
| **Enterprise Scalability** | 8.3 (136 reviews) | Not enough data | Not enough data | 
| **Customization** | 8.0 (138 reviews) | Not enough data | Not enough data | 
| **Workflow Capability** | 8.0 (127 reviews) | Not enough data | Not enough data | 
| **Internationalization** | Feature Not Available | Not enough data | Not enough data | 
| **Notifications** | 7.9 (127 reviews) | Not enough data | Not enough data | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 7.9/10 | 7 |

#### Data Management 

| Feature | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | 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 | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Connected TV (CTV) Advertising Platforms

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 9.1/10 | 6 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Platform  - Connected TV (CTV) Advertising Platforms

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Personalized Segmentation** | Not enough data | Not enough data | Not enough data | 
| **Ad Serving ** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Streaming Capabilites** | Not enough data | Not enough data | Not enough data | 
| **Performance Analytics** | Not enough data | Not enough data | Not enough data | 

#### Campaign Management - Connected TV (CTV) Advertising Platforms

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Creative Assets** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Campaign Dashboard** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Connected TV (CTV) Advertising Platforms

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | 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 | 

### Visitor Identification

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Agentic AI - Visitor Identification

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Identity Resolution

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 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 | AdRoll ABM (Formerly RollWorks) | 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 | 

### Marketing Account Intelligence

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 82 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Agentic AI - Marketing Account Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 5.3 (5 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 4.7 (5 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 5.3 (5 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 5.3 (5 reviews) | Not enough data | Not enough data | 

#### Lead Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Market Insights ** | 8.3 (62 reviews) | Not enough data | Not enough data | 
| **Account-level Insights ** | 8.4 (77 reviews) | Not enough data | Not enough data | 
| **Lead Analysis ** | 7.6 (60 reviews) | Not enough data | Not enough data | 

#### Lead Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Segmentation ** | 8.6 (71 reviews) | Not enough data | Not enough data | 
| **Predictive Scoring ** | 7.8 (49 reviews) | Not enough data | Not enough data | 
| **Account Identification ** | 8.4 (57 reviews) | Not enough data | Not enough data | 

#### Marketing Campaigns

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Omni-Channel Tracking ** | 7.8 (48 reviews) | Not enough data | Not enough data | 
| **Revenue Planning ** | 7.3 (40 reviews) | Not enough data | Not enough data | 
| **Media Attribution ** | 7.8 (42 reviews) | Not enough data | Not enough data | 
| **Opportunity Timeline ** | 8.1 (42 reviews) | Not enough data | Not enough data | 
| **Customization ** | 8.1 (47 reviews) | Not enough data | Not enough data | 

#### Data Availability - Marketing Account Intelligence 

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Technographic Data Availability** | 7.1 (11 reviews) | Not enough data | Not enough data | 

#### Data Accuracy - Marketing Account Intelligence 

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Technographic Data Accuracy** | 7.0 (11 reviews) | Not enough data | Not enough data | 

### Account-Based Analytics

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 7.6/10 | 145 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Agentic AI - Account-Based Analytics

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.9 (18 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.1 (18 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.8 (18 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 6.7 (17 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 6.6 (18 reviews) | Not enough data | Not enough data | 

#### Lead Intelligence

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Market Insights ** | 8.0 (112 reviews) | Not enough data | Not enough data | 
| **Account-level Insights ** | 8.4 (132 reviews) | Not enough data | Not enough data | 
| **Lead Analysis ** | 7.5 (110 reviews) | Not enough data | Not enough data | 

#### Lead Management

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Segmentation ** | 8.3 (125 reviews) | Not enough data | Not enough data | 
| **Predictive Scoring ** | 7.8 (103 reviews) | Not enough data | Not enough data | 
| **Account Identification ** | 8.4 (124 reviews) | Not enough data | Not enough data | 

#### Marketing Campaigns

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Omni-Channel Tracking ** | 7.8 (107 reviews) | Not enough data | Not enough data | 
| **Revenue Planning ** | 7.4 (94 reviews) | Not enough data | Not enough data | 
| **Media Attribution ** | 7.6 (110 reviews) | Not enough data | Not enough data | 
| **Opportunity Timeline ** | 7.5 (102 reviews) | Not enough data | Not enough data | 
| **Customization ** | 7.5 (111 reviews) | Not enough data | Not enough data | 
| **Journey Analytics** | 8.3 (119 reviews) | Not enough data | Not enough data | 

### Cross-Channel Advertising

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Agentic AI - Cross-Channel Advertising

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | 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 | 

### Native Advertising

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | 6.4/10 | 7 |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Agentic AI - Native Advertising

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.7 (7 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 6.2 (7 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.4 (7 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.4 (7 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 6.4 (7 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 6.2 (7 reviews) | Not enough data | Not enough data | 

### Account-Based Execution

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | N/A | N/A |

#### Marketing Distribution

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Segmentation ** | Not enough data | Not enough data | Not enough data | 
| **Personalized Messaging ** | Not enough data | Not enough data | Not enough data | 
| **Website Personalization ** | Not enough data | Not enough data | Not enough data | 
| **Email Campaigns ** | Not enough data | Not enough data | Not enough data | 
| **Digital Advertising** | Not enough data | Not enough data | Not enough data | 
| **Direct Mail** | Not enough data | Not enough data | Not enough data | 

#### Campaign Planning

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Strategy Mapping ** | Not enough data | Not enough data | Not enough data | 
| **Prioritized Accounts ** | Not enough data | Not enough data | Not enough data | 
| **Trending Accounts ** | Not enough data | Not enough data | Not enough data | 
| **Sales Activation** | Not enough data | Not enough data | Not enough data | 

#### Integrations

| Feature | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Ad Network Integrations ** | Not enough data | Not enough data | Not enough data | 
| **Buyer Intent Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Marketing Automation Integration** | Not enough data | Not enough data | Not enough data | 
| **CRM Integration** | Not enough data | Not enough data | Not enough data | 

### Data Subject Access Request (DSAR)

| Product | Score | Reviews |
|---|---|---|
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Salesforce Data 360 (formerly Data Cloud)** | N/A | N/A |
| **Twilio Segment** | 8.7/10 | 23 |

#### Functionality

| Feature | AdRoll ABM (Formerly RollWorks) | 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 AdRoll ABM (Formerly RollWorks) (17):** [Connected TV (CTV) Advertising Platforms](https://www.g2.com/categories/connected-tv-ctv-advertising-platforms), [Account-Based Advertising Software](https://www.g2.com/categories/account-based-advertising), [Account-Based Orchestration Platforms](https://www.g2.com/categories/account-based-orchestration-platforms), [Buyer Intent Data Providers](https://www.g2.com/categories/buyer-intent-data-providers), [Retargeting Software](https://www.g2.com/categories/retargeting), [Account-Based Analytics Software](https://www.g2.com/categories/account-based-analytics), [Marketing Account Intelligence Software](https://www.g2.com/categories/marketing-account-intelligence), [Account Data Management Software](https://www.g2.com/categories/account-data-management), [Lead Intelligence Software](https://www.g2.com/categories/lead-intelligence), [Visitor Identification Software](https://www.g2.com/categories/visitor-identification), [Native Advertising Software](https://www.g2.com/categories/native-advertising), [Cross-Channel Advertising Software](https://www.g2.com/categories/cross-channel-advertising), [Demand Side Platform (DSP)](https://www.g2.com/categories/demand-side-platform-dsp), [Video Advertising Software](https://www.g2.com/categories/video-advertising), [Social Media Advertising Software](https://www.g2.com/categories/social-media-advertising), [Display Advertising Software](https://www.g2.com/categories/display-advertising), [Sales Intelligence Software](https://www.g2.com/categories/sales-intelligence)

**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 | AdRoll ABM (Formerly RollWorks) | Salesforce Data 360 (formerly Data Cloud) | Twilio Segment | 
|---|---|---|---|
| **Small-Business** | 27.2% | 20.5% | 41.2% | 
| **Mid-Market** | 58.0% | 42.8% | 47.6% | 
| **Enterprise** | 14.8% | 36.7% | 11.2% | 

### By Industry

#### AdRoll ABM (Formerly RollWorks)

- **Computer Software:** 27.5%
- **Information Technology and Services:** 15.6%
- **Marketing and Advertising:** 11.4%
- **Financial Services:** 5.0%
- **Hospital & Health Care:** 2.7%
- **Computer & Network Security:** 2.6%
- **Health, Wellness and Fitness:** 1.9%
- **Human Resources:** 1.9%
- **Internet:** 1.8%
- **Logistics and Supply Chain:** 1.8%
- **Other:** 27.8%

#### 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 AdRoll ABM (Formerly RollWorks)

- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1943 reviews)
- [6sense Revenue Marketing](https://www.g2.com/products/6sense-revenue-marketing/reviews) — 4.3/5 stars (1428 reviews)
- [Metadata.io](https://www.g2.com/products/metadata-io/reviews) — 4.6/5 stars (299 reviews)
- [ZoomInfo Sales](https://www.g2.com/products/zoominfo-sales/reviews) — 4.5/5 stars (9092 reviews)
- [Foundry ABM](https://www.g2.com/products/foundry-abm/reviews) — 4.2/5 stars (205 reviews)
- [StackAdapt](https://www.g2.com/products/stackadapt/reviews) — 4.7/5 stars (868 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14742 reviews)
- [Adobe Marketo Engage](https://www.g2.com/products/adobe-marketo-engage/reviews) — 4.1/5 stars (3133 reviews)
- [Apollo.io](https://www.g2.com/products/apollo-io/reviews) — 4.7/5 stars (9646 reviews)
- [Clearbit](https://www.g2.com/products/clearbit/reviews) — 4.4/5 stars (633 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 (769 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [Optimizely Web Experimentation](https://www.g2.com/products/optimizely-web-experimentation/reviews) — 4.2/5 stars (411 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

### AdRoll ABM (Formerly RollWorks)

- Title: [When is full HubSpot Integration coming?](https://www.g2.com/discussions/when-is-full-hubspot-integration-coming) — 1 comment, 1 upvote
  > **Top comment:** "Hi Kate, Thanks for your question! 

RollWorks currently has a bidirectional integration that syncs HubSpot contact + company data, and sends RollWorks..."
- Title: [What new integrations are coming for those running the Hubspot platform?](https://www.g2.com/discussions/what-new-integrations-are-coming-for-those-running-the-hubspot-platform) — 1 comment, 1 upvote
  > **Top comment:** "How can any amount of someone's hard earned money just disappear into thin air without a trace nor explanation? 
I almost believed it when I lost my..."
- Title: [Check out our help center!](https://www.g2.com/discussions/check-out-our-help-center) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "https://help.rollworks.com/"

### 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/adroll-abm-formerly-rollworks-vs-salesforce-data-360-formerly-data-cloud-vs-twilio-segment)