# Amobee, Demandbase One vs AdRoll ABM (Formerly RollWorks) Comparison

| | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Star Rating** | 3.8 out of 5 | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 51 | 1,947 | 650 | 
| **Largest Market Segment** | Enterprise (55.1% of reviews) | Mid-Market (49.1% of reviews) | Mid-Market (58.0% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Amobee

**Not enough data**

### Demandbase One

Pros:
- Ease of Use (211 reviews)
- Lead Generation (190 reviews)

Cons:
- Learning Curve (86 reviews)
- Steep Learning Curve (72 reviews)

### AdRoll ABM (Formerly RollWorks)

Pros:
- Ease of Use (167 reviews)
- Audience Targeting (104 reviews)

Cons:
- Learning Curve (65 reviews)
- Missing Features (60 reviews)

---
## Ratings Comparison
| Rating | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
  | **Meets Requirements** | 8.0 (47 reviews) | 8.5 (1500 reviews) | 8.4 (530 reviews) | 
  | **Ease of Use** | 7.7 (45 reviews) | 8.5 (1559 reviews) | 8.4 (535 reviews) | 
  | **Ease of Setup** | 7.5 (27 reviews) | 8.3 (713 reviews) | 8.3 (359 reviews) | 
  | **Ease of Admin** | 7.5 (27 reviews) | 8.5 (445 reviews) | 8.6 (262 reviews) | 
  | **Quality of Support** | 7.9 (47 reviews) | 8.8 (1309 reviews) | 8.9 (510 reviews) | 
  | **Has the product been a good partner in doing business?** | 7.9 (33 reviews) | 8.8 (442 reviews) | 8.9 (267 reviews) | 
  | **Product Direction (% positive)** | 6.4 (45 reviews) | 8.2 (1434 reviews) | 8.6 (490 reviews) | 

---
## Pricing

### Amobee

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Demandbase One

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### AdRoll ABM (Formerly RollWorks)

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Sales Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 7.9/10 | 694 |
| **AdRoll ABM (Formerly RollWorks)** | 7.3/10 | 84 |

#### Data Availability

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Contact Data Availability** | Not enough data | 7.5 (618 reviews) | 7.9 (68 reviews) | 
| **Company Data Availability** | Not enough data | 8.4 (637 reviews) | 8.4 (71 reviews) | 
| **Industry Research Availability** | Not enough data | 8.1 (599 reviews) | 7.0 (54 reviews) ✓ Verified | 
| **Technographic Data Availability** | Not enough data | 7.8 (87 reviews) | 6.2 (21 reviews) | 

#### Data Accuracy

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Contact Data Accuracy** | Not enough data | 7.2 (616 reviews) | 8.1 (62 reviews) | 
| **Company Data Accuracy** | Not enough data | 8.0 (628 reviews) | 8.3 (65 reviews) | 
| **Technographic Data Accuracy** | Not enough data | 7.8 (83 reviews) | 6.8 (19 reviews) | 

#### Agentic AI - Sales Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.3 (10 reviews) | 6.7 (5 reviews) | 
| **Cross-system Integration** | Not enough data | 7.6 (9 reviews) | 6.7 (5 reviews) | 
| **Adaptive Learning** | Not enough data | 7.2 (9 reviews) | 6.7 (5 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.1 (8 reviews) | 6.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | 8.3 (8 reviews) | 6.3 (5 reviews) | 
| **Decision Making** | Not enough data | 8.0 (9 reviews) | 6.7 (5 reviews) | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Internationalization** | Not enough data | 7.4 (179 reviews) | Feature Not Available | 
| **User, Role, and Access Management** | Not enough data | 8.2 (224 reviews) | 8.5 (52 reviews) ✓ Verified | 
| **Performance and Reliability** | Not enough data | 8.5 (247 reviews) | 8.8 (47 reviews) | 
| **Reporting/Dashboards** | Not enough data | 8.3 (181 reviews) | 8.1 (53 reviews) ✓ Verified | 
| **Mobile User Support** | Not enough data | 7.1 (152 reviews) | 5.9 (33 reviews) ✓ Verified | 
| **APIs** | Not enough data | 8.1 (172 reviews) | 7.5 (38 reviews) | 

#### Features

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Lead Builder** | Not enough data | 8.2 (479 reviews) | 8.2 (58 reviews) | 
| **Integration to CRM/Marketing Automation** | Not enough data | 8.7 (515 reviews) | 8.7 (65 reviews) | 
| **Data Cleaning/Enrichment** | Not enough data | 7.7 (441 reviews) | 7.0 (33 reviews) | 
| **Data Segmentation/Filtering** | Not enough data | 8.1 (474 reviews) | 8.0 (50 reviews) | 
| **Search** | Not enough data | 8.5 (600 reviews) | 7.9 (59 reviews) ✓ Verified | 
| **News/People Alerts** | Not enough data | 8.1 (517 reviews) | 7.2 (32 reviews) | 
| **Connections** | Not enough data | 7.9 (479 reviews) | Feature Not Available | 
| **Reporting** | Not enough data | 8.0 (421 reviews) | 8.1 (61 reviews) ✓ Verified | 
| **Messaging** | Not enough data | 7.3 (316 reviews) | 7.3 (48 reviews) ✓ Verified | 

### Display Advertising

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | 7.6/10 | 39 |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.9/10 | 218 |

#### Channel Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Display Functionality** | 8.2 (26 reviews) | Not enough data | 8.7 (189 reviews) | 

#### Platform Interoperability

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Close Ecosystem API** | Not enough data | Not enough data | 7.4 (75 reviews) | 

#### Agentic AI - Display Advertising

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.6 (19 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 6.8 (19 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 6.7 (19 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 6.8 (19 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.0 (19 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 6.9 (19 reviews) | 

#### Campaign Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Campaign Dashboard** | 8.1 (26 reviews) ✓ Verified | 8.3 (40 reviews) | 8.3 (184 reviews) | 
| **Campaign Optimization** | 7.9 (32 reviews) ✓ Verified | 8.0 (39 reviews) | 8.0 (172 reviews) | 
| **Reach** | 7.7 (24 reviews) | 8.6 (38 reviews) | 8.3 (173 reviews) | 
| **Bulk Editing** | 7.1 (23 reviews) ✓ Verified | 7.6 (33 reviews) | 7.5 (140 reviews) | 
| **Batch Uploading** | 6.9 (20 reviews) ✓ Verified | 7.9 (32 reviews) | 8.3 (152 reviews) | 
| **Brand Safety** | 7.2 (26 reviews) | 7.9 (33 reviews) | 8.5 (128 reviews) | 
| **Fraud Protection** | 7.2 (32 reviews) ✓ Verified | 8.0 (31 reviews) | 8.2 (112 reviews) | 
| **Frequency Capping** | 7.5 (26 reviews) | 7.2 (28 reviews) | 7.8 (116 reviews) | 
| **Budget Pacing** | 7.7 (33 reviews) ✓ Verified | 7.9 (30 reviews) | 8.2 (149 reviews) | 
| **Creative Optimization** | 7.5 (27 reviews) ✓ Verified | 7.9 (35 reviews) | 7.7 (138 reviews) | 
| **Rich Media Capabilties** | 7.3 (22 reviews) ✓ Verified | 7.7 (27 reviews) | 7.8 (113 reviews) | 
| **In-App Ads** | 6.8 (11 reviews) | Feature Not Available | Feature Not Available | 
| **Mobile Rich Media Capabilities** | 7.2 (13 reviews) | Feature Not Available | 7.5 (98 reviews) | 

#### Targeting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Targeting** | 8.1 (36 reviews) ✓ Verified | 8.8 (37 reviews) | 8.6 (188 reviews) | 
| **Retargeting** | 8.3 (29 reviews) ✓ Verified | 8.6 (35 reviews) | 8.9 (183 reviews) | 
| **Geo-Targeting** | 8.1 (30 reviews) ✓ Verified | 8.6 (35 reviews) | 8.3 (151 reviews) | 
| **Contextual Targeting** | 8.1 (33 reviews) ✓ Verified | 8.3 (33 reviews) | 8.0 (129 reviews) | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **API / Integrations** | 7.5 (17 reviews) ✓ Verified | 8.5 (33 reviews) | 8.2 (146 reviews) | 
| **Custom Reports** | 7.7 (26 reviews) ✓ Verified | 8.3 (36 reviews) | 7.6 (143 reviews) | 
| **User, Role, and Access Management** | 7.2 (23 reviews) ✓ Verified | 8.8 (38 reviews) | 8.7 (165 reviews) | 
| **Performance and Reliability** | 7.9 (30 reviews) ✓ Verified | 8.4 (38 reviews) | 8.6 (168 reviews) | 
| **Enterprise Scalability** | 7.8 (20 reviews) ✓ Verified | 8.5 (35 reviews) | 8.3 (136 reviews) | 
| **Customization** | 7.8 (23 reviews) ✓ Verified | 8.6 (36 reviews) | 8.0 (138 reviews) | 
| **Workflow Capability** | 7.8 (24 reviews) ✓ Verified | 8.4 (35 reviews) | 8.0 (127 reviews) | 
| **Internationalization** | 7.9 (19 reviews) ✓ Verified | 7.5 (33 reviews) | Feature Not Available | 
| **Notifications** | 7.3 (20 reviews) ✓ Verified | 8.4 (36 reviews) | 7.9 (127 reviews) | 

### Data Management Platform (DMP)

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Data Integration

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **1st-Party Data Integration** | Not enough data | Not enough data | Not enough data | 
| **2nd-Party Data Integration** | Not enough data | Not enough data | Not enough data | 
| **3rd-Party Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Offline Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Mobile Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Export Tools** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis &amp; Optimization

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Audience Segmentation** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | Not enough data | 
| **Standard Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Custom Reports** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Data Permissions** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Feature Not Available | Not enough data | Not enough data | 
| **Enterprise Scalability** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 

### Account Data Management

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.5/10 | 340 |
| **AdRoll ABM (Formerly RollWorks)** | 7.7/10 | 147 |

#### Lead Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Market Insights ** | Not enough data | 8.8 (282 reviews) ✓ Verified | 8.2 (88 reviews) ✓ Verified | 
| **Account-level Insights ** | Not enough data | 8.9 (301 reviews) | 8.6 (98 reviews) | 
| **Lead Analysis ** | Not enough data | 8.7 (230 reviews) | 7.9 (80 reviews) | 

#### Lead Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Segmentation ** | Not enough data | 8.7 (293 reviews) | 8.3 (110 reviews) | 
| **Predictive Scoring ** | Not enough data | 8.3 (273 reviews) | 7.6 (81 reviews) | 
| **Account Identification ** | Not enough data | 8.5 (302 reviews) | 8.3 (111 reviews) | 

#### Marketing Campaigns

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Omni-Channel Tracking ** | Not enough data | 8.5 (257 reviews) | 8.1 (95 reviews) | 
| **Revenue Planning ** | Not enough data | 8.3 (240 reviews) | 7.5 (76 reviews) | 
| **Media Attribution ** | Not enough data | 8.3 (246 reviews) | 7.6 (88 reviews) | 
| **Opportunity Timeline ** | Not enough data | 8.4 (263 reviews) | 7.8 (75 reviews) ✓ Verified | 
| **Customization ** | Not enough data | 8.4 (270 reviews) | 7.8 (89 reviews) | 

#### Campaign Execution

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Website Personalization ** | Not enough data | 8.4 (241 reviews) | 7.3 (62 reviews) | 
| **Prioritized Accounts ** | Not enough data | 8.8 (235 reviews) | 8.4 (93 reviews) | 
| **Trending Accounts ** | Not enough data | 8.7 (231 reviews) | 8.4 (84 reviews) | 
| **Email Campaigns ** | Not enough data | 8.4 (196 reviews) | 7.4 (64 reviews) | 

#### Agentic AI - Account Data Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (31 reviews) | 6.7 (30 reviews) | 
| **Cross-system Integration** | Not enough data | 8.0 (33 reviews) | 7.3 (37 reviews) | 
| **Adaptive Learning** | Not enough data | 8.3 (30 reviews) | 6.9 (29 reviews) | 
| **Proactive Assistance** | Not enough data | 8.1 (30 reviews) | 6.7 (29 reviews) | 
| **Decision Making** | Not enough data | 8.3 (30 reviews) | 7.0 (30 reviews) | 

### Lead Generation

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Lead Generation

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 &amp; Export Tools** | Not enough data | Not enough data | Not enough data | 

### AI Sales Assistant

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Lead Facilitation

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Customer-facing Chatbot** | Not enough data | Not enough data | Not enough data | 
| **Lead Qualification** | Not enough data | Not enough data | Not enough data | 
| **Lead Follow-up** | Not enough data | Not enough data | Not enough data | 
| **Meeting Scheduling ** | Not enough data | Not enough data | Not enough data | 

#### Organization

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Opportunity and Pipeline Management ** | Not enough data | Not enough data | Not enough data | 
| **Data Entry** | Not enough data | Not enough data | Not enough data | 
| **Integrations / APIs** | Not enough data | Not enough data | Not enough data | 

#### Performance Analysis

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Coaching ** | Not enough data | Not enough data | Not enough data | 
| **Peformance Tracking** | Not enough data | Not enough data | Not enough data | 

#### Sales Analysis

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **ROI Forecasting ** | Not enough data | Not enough data | Not enough data | 
| **Sales Forecasting ** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - AI Sales Assistant

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Retargeting

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.5/10 | 154 |

#### Retargeting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **A/B Testing** | Not enough data | Not enough data | 7.4 (65 reviews) | 
| **Audience Segmentation** | Not enough data | Not enough data | 8.6 (142 reviews) | 
| **Behavioral Targeting** | Not enough data | Not enough data | 8.2 (131 reviews) | 
| **Reporting &amp; Analytics** | Not enough data | Not enough data | 8.1 (148 reviews) | 
| **Geo Targeting** | Not enough data | Not enough data | 8.3 (114 reviews) | 
| **Cross-channel Retargeting** | Not enough data | Not enough data | 8.0 (117 reviews) | 
| **Personalization** | Not enough data | Not enough data | 7.8 (113 reviews) | 

#### Agentic AI - Retargeting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.7 (18 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 6.6 (18 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 6.8 (18 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 6.8 (19 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 6.7 (18 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.2 (19 reviews) | 

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 8.3/10 | 11 |

#### Data Sourcing

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Data Enrichment** | Not enough data | Not enough data | 9.1 (9 reviews) | 
| **Expandability** | Not enough data | Not enough data | 8.1 (7 reviews) | 
| **Content Marketing** | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Multiple Devices** | Not enough data | Not enough data | 7.8 (6 reviews) | 

#### Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Marketing Metrics** | Not enough data | Not enough data | 8.1 (8 reviews) | 
| **Predictive Modeling** | Not enough data | Not enough data | 8.9 (6 reviews) | 
| **Recommendation Engine** | Not enough data | Not enough data | 7.7 (5 reviews) | 

### Buyer Intent Data Providers

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 7.9/10 | 151 |
| **AdRoll ABM (Formerly RollWorks)** | 7.8/10 | 109 |

#### Data Availability

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Contact Data Availability** | Not enough data | 7.5 (130 reviews) | 7.4 (90 reviews) | 
| **Account Data Availability** | Not enough data | 8.2 (140 reviews) | 8.1 (97 reviews) | 
| **Offline Data** | Not enough data | 7.2 (86 reviews) | 6.9 (60 reviews) | 

#### Platform Additional Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Integrations** | Not enough data | 8.3 (127 reviews) | 8.4 (96 reviews) | 
| **Topic Customization** | Not enough data | 7.9 (98 reviews) | 7.9 (71 reviews) | 
| **Natural Language Processing (NLP)** | Not enough data | 7.5 (88 reviews) | 7.3 (51 reviews) | 
| **Alerts** | Not enough data | 8.1 (110 reviews) | 8.0 (76 reviews) | 
| **Real-time Intent** | Not enough data | 8.2 (110 reviews) | 8.2 (88 reviews) | 

### Attribution

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.4/10 | 35 |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Attribution Modeling

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Single-Touch Attribution** | Not enough data | 8.3 (27 reviews) | Not enough data | 
| **Multi-Touch Attribution** | Not enough data | 8.0 (27 reviews) | Not enough data | 
| **Algorithmic Attribution** | Not enough data | 7.7 (27 reviews) | Not enough data | 
| **Cross-Device Attribution** | Not enough data | Feature Not Available | Not enough data | 
| **Offline Attribution** | Not enough data | Feature Not Available | Not enough data | 
| **Custom Attribution** | Not enough data | 7.5 (23 reviews) | Not enough data | 

#### Agentic AI - Attribution

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 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 | 

#### Marketing

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **B2B Attribution** | Not enough data | 8.6 (27 reviews) | Not enough data | 
| **B2C Attribution** | Not enough data | Feature Not Available | Not enough data | 
| **Marketing Channels** | Not enough data | 8.7 (28 reviews) | Not enough data | 
| **Integrations** | Not enough data | 8.7 (33 reviews) | Not enough data | 

#### Reporting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Dashboards** | Not enough data | 8.8 (33 reviews) | Not enough data | 
| **Data Visualizations** | Not enough data | 8.8 (32 reviews) | Not enough data | 
| **Custom Reporting** | Not enough data | 8.6 (32 reviews) | Not enough data | 

### Account-Based Orchestration Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.6/10 | 94 |
| **AdRoll ABM (Formerly RollWorks)** | 8.1/10 | 44 |

#### Platform Basics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Centralization** | Not enough data | 8.6 (85 reviews) | 8.7 (35 reviews) | 
| **Account Identification and Segmentation** | Not enough data | 8.8 (76 reviews) | 8.2 (37 reviews) | 
| **Lead-to-Account Matching** | Not enough data | 8.4 (72 reviews) | 8.0 (34 reviews) | 
| **Multichannel Engagement** | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Personalized Content and Messaging** | Not enough data | Not enough data | 8.6 (6 reviews) | 

#### Platform Data

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Measurement** | Not enough data | 8.3 (70 reviews) | 8.5 (40 reviews) | 
| **Revenue Analytics** | Not enough data | 8.1 (67 reviews) | 8.2 (33 reviews) | 

#### Platform Additional Functionality 

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Integrations** | Not enough data | 8.5 (74 reviews) | 8.7 (39 reviews) | 

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

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.8 (6 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.2 (6 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.2 (6 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.8 (6 reviews) | 

#### Artificial Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **AI-Powered Data Analysis** | Not enough data | 9.2 (8 reviews) | 8.6 (7 reviews) | 
| **AI Personalization** | Not enough data | Not enough data | 6.7 (5 reviews) | 

### Account-Based Web and Content Experiences

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.3/10 | 61 |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Platform Basics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Website Personalization** | Not enough data | 8.1 (46 reviews) | Not enough data | 
| **Content Creation and Distribution** | Not enough data | 8.1 (40 reviews) | Not enough data | 

#### Platform Reporting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Measurement** | Not enough data | 8.5 (55 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 8.3 (55 reviews) | Not enough data | 

### Account-Based Advertising

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 7.2/10 | 171 |
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 230 |

#### Platform Basics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Retargeting** | Not enough data | 8.4 (144 reviews) | 8.6 (217 reviews) | 

#### Platform Data

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Campaign Measurement** | Not enough data | 8.4 (149 reviews) | 8.3 (215 reviews) | 
| **Attribution** | Not enough data | 8.1 (138 reviews) | 7.6 (198 reviews) | 

#### Platform Additional Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Multivariate Testing** | Not enough data | 7.6 (126 reviews) | Feature Not Available | 
| **Integrations** | Not enough data | 8.2 (143 reviews) | 8.1 (207 reviews) | 

#### Agentic AI - Account-Based Advertising

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.4 (6 reviews) | 6.4 (22 reviews) | 
| **Multi-step Planning** | Not enough data | 6.7 (6 reviews) | 6.4 (22 reviews) | 
| **Cross-system Integration** | Not enough data | 6.7 (6 reviews) | 6.7 (22 reviews) | 
| **Adaptive Learning** | Not enough data | 6.4 (6 reviews) | 6.9 (21 reviews) | 
| **Natural Language Interaction** | Not enough data | 6.4 (6 reviews) | 6.1 (22 reviews) | 
| **Decision Making** | Not enough data | 6.1 (6 reviews) | 6.6 (24 reviews) | 

### Customer Journey Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Platform Basics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Dynamic Segmentation** | Not enough data | Not enough data | Not enough data | 
| **Journey Optimization** | Not enough data | Not enough data | Not enough data | 

#### Platform Data

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Journey Reporting** | Not enough data | Not enough data | Not enough data | 
| **Trends Reporting** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Advanced Data Filtering** | Not enough data | Not enough data | Not enough data | 

#### Platform Additional Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Journey Mapping** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 
| **Automated Alerts** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Customer Journey Analytics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Mobile Advertising

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | 7.6/10 | 39 |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Platform Interoperability

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Close Ecosystem API** | Not enough data | Not enough data | Not enough data | 

#### Mobile Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Mobile Functionality** | 7.8 (22 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Mobile Advertising

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Campaign Dashboard** | 8.1 (26 reviews) ✓ Verified | 8.3 (40 reviews) | 8.3 (184 reviews) | 
| **Campaign Optimization** | 7.9 (32 reviews) ✓ Verified | 8.0 (39 reviews) | 8.0 (172 reviews) | 
| **Reach** | 7.7 (24 reviews) | 8.6 (38 reviews) | 8.3 (173 reviews) | 
| **Bulk Editing** | 7.1 (23 reviews) ✓ Verified | 7.6 (33 reviews) | 7.5 (140 reviews) | 
| **Batch Uploading** | 6.9 (20 reviews) ✓ Verified | 7.9 (32 reviews) | 8.3 (152 reviews) | 
| **Brand Safety** | 7.2 (26 reviews) | 7.9 (33 reviews) | 8.5 (128 reviews) | 
| **Fraud Protection** | 7.2 (32 reviews) ✓ Verified | 8.0 (31 reviews) | 8.2 (112 reviews) | 
| **Frequency Capping** | 7.5 (26 reviews) | 7.2 (28 reviews) | 7.8 (116 reviews) | 
| **Budget Pacing** | 7.7 (33 reviews) ✓ Verified | 7.9 (30 reviews) | 8.2 (149 reviews) | 
| **Creative Optimization** | 7.5 (27 reviews) ✓ Verified | 7.9 (35 reviews) | 7.7 (138 reviews) | 
| **Rich Media Capabilties** | 7.3 (22 reviews) ✓ Verified | 7.7 (27 reviews) | 7.8 (113 reviews) | 
| **In-App Ads** | 6.8 (11 reviews) | Feature Not Available | Feature Not Available | 
| **Mobile Rich Media Capabilities** | 7.2 (13 reviews) | Feature Not Available | 7.5 (98 reviews) | 

#### Targeting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Targeting** | 8.1 (36 reviews) ✓ Verified | 8.8 (37 reviews) | 8.6 (188 reviews) | 
| **Retargeting** | 8.3 (29 reviews) ✓ Verified | 8.6 (35 reviews) | 8.9 (183 reviews) | 
| **Geo-Targeting** | 8.1 (30 reviews) ✓ Verified | 8.6 (35 reviews) | 8.3 (151 reviews) | 
| **Contextual Targeting** | 8.1 (33 reviews) ✓ Verified | 8.3 (33 reviews) | 8.0 (129 reviews) | 

#### Mobile

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Mobile Tracking** | 7.7 (18 reviews) | Not enough data | Not enough data | 
| **In-App Ads** | 6.8 (11 reviews) | Feature Not Available | Feature Not Available | 
| **Mobile Rich Media Capabilities** | 7.2 (13 reviews) | Feature Not Available | 7.5 (98 reviews) | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **API / Integrations** | 7.5 (17 reviews) ✓ Verified | 8.5 (33 reviews) | 8.2 (146 reviews) | 
| **Custom Reports** | 7.7 (26 reviews) ✓ Verified | 8.3 (36 reviews) | 7.6 (143 reviews) | 
| **User, Role, and Access Management** | 7.2 (23 reviews) ✓ Verified | 8.8 (38 reviews) | 8.7 (165 reviews) | 
| **Performance and Reliability** | 7.9 (30 reviews) ✓ Verified | 8.4 (38 reviews) | 8.6 (168 reviews) | 
| **Enterprise Scalability** | 7.8 (20 reviews) ✓ Verified | 8.5 (35 reviews) | 8.3 (136 reviews) | 
| **Customization** | 7.8 (23 reviews) ✓ Verified | 8.6 (36 reviews) | 8.0 (138 reviews) | 
| **Workflow Capability** | 7.8 (24 reviews) ✓ Verified | 8.4 (35 reviews) | 8.0 (127 reviews) | 
| **Internationalization** | 7.9 (19 reviews) ✓ Verified | 7.5 (33 reviews) | Feature Not Available | 
| **Notifications** | 7.3 (20 reviews) ✓ Verified | 8.4 (36 reviews) | 7.9 (127 reviews) | 

### Video Advertising

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | 7.7/10 | 39 |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.1/10 | 206 |

#### Platform Interoperability

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Close Ecosystem API** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Video Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Video Functionality** | 7.8 (22 reviews) | Not enough data | 9.0 (8 reviews) | 

#### Agentic AI - Video Advertising

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Campaign Dashboard** | 8.1 (26 reviews) ✓ Verified | 8.3 (40 reviews) | 8.3 (184 reviews) | 
| **Campaign Optimization** | 7.9 (32 reviews) ✓ Verified | 8.0 (39 reviews) | 8.0 (172 reviews) | 
| **Reach** | 7.7 (24 reviews) | 8.6 (38 reviews) | 8.3 (173 reviews) | 
| **Bulk Editing** | 7.1 (23 reviews) ✓ Verified | 7.6 (33 reviews) | 7.5 (140 reviews) | 
| **Batch Uploading** | 6.9 (20 reviews) ✓ Verified | 7.9 (32 reviews) | 8.3 (152 reviews) | 
| **Brand Safety** | 7.2 (26 reviews) | 7.9 (33 reviews) | 8.5 (128 reviews) | 
| **Fraud Protection** | 7.2 (32 reviews) ✓ Verified | 8.0 (31 reviews) | 8.2 (112 reviews) | 
| **Frequency Capping** | 7.5 (26 reviews) | 7.2 (28 reviews) | 7.8 (116 reviews) | 
| **Budget Pacing** | 7.7 (33 reviews) ✓ Verified | 7.9 (30 reviews) | 8.2 (149 reviews) | 
| **Creative Optimization** | 7.5 (27 reviews) ✓ Verified | 7.9 (35 reviews) | 7.7 (138 reviews) | 
| **Rich Media Capabilties** | 7.3 (22 reviews) ✓ Verified | 7.7 (27 reviews) | 7.8 (113 reviews) | 
| **In-App Ads** | 6.8 (11 reviews) | Feature Not Available | Feature Not Available | 
| **Mobile Rich Media Capabilities** | 7.2 (13 reviews) | Feature Not Available | 7.5 (98 reviews) | 

#### Targeting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Targeting** | 8.1 (36 reviews) ✓ Verified | 8.8 (37 reviews) | 8.6 (188 reviews) | 
| **Retargeting** | 8.3 (29 reviews) ✓ Verified | 8.6 (35 reviews) | 8.9 (183 reviews) | 
| **Geo-Targeting** | 8.1 (30 reviews) ✓ Verified | 8.6 (35 reviews) | 8.3 (151 reviews) | 
| **Contextual Targeting** | 8.1 (33 reviews) ✓ Verified | 8.3 (33 reviews) | 8.0 (129 reviews) | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **API / Integrations** | 7.5 (17 reviews) ✓ Verified | 8.5 (33 reviews) | 8.2 (146 reviews) | 
| **Custom Reports** | 7.7 (26 reviews) ✓ Verified | 8.3 (36 reviews) | 7.6 (143 reviews) | 
| **User, Role, and Access Management** | 7.2 (23 reviews) ✓ Verified | 8.8 (38 reviews) | 8.7 (165 reviews) | 
| **Performance and Reliability** | 7.9 (30 reviews) ✓ Verified | 8.4 (38 reviews) | 8.6 (168 reviews) | 
| **Enterprise Scalability** | 7.8 (20 reviews) ✓ Verified | 8.5 (35 reviews) | 8.3 (136 reviews) | 
| **Customization** | 7.8 (23 reviews) ✓ Verified | 8.6 (36 reviews) | 8.0 (138 reviews) | 
| **Workflow Capability** | 7.8 (24 reviews) ✓ Verified | 8.4 (35 reviews) | 8.0 (127 reviews) | 
| **Internationalization** | 7.9 (19 reviews) ✓ Verified | 7.5 (33 reviews) | Feature Not Available | 
| **Notifications** | 7.3 (20 reviews) ✓ Verified | 8.4 (36 reviews) | 7.9 (127 reviews) | 

### Social Media Advertising

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | 8.0/10 | 39 |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.8/10 | 206 |

#### Platform Interoperability

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Close Ecosystem API** | Not enough data | Not enough data | 7.3 (25 reviews) | 

#### Agentic AI - Social Media Advertising

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Social Functionality** | Feature Not Available | Not enough data | 7.3 (48 reviews) | 

#### Campaign Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Campaign Dashboard** | 8.1 (26 reviews) ✓ Verified | 8.3 (40 reviews) | 8.3 (184 reviews) | 
| **Campaign Optimization** | 7.9 (32 reviews) ✓ Verified | 8.0 (39 reviews) | 8.0 (172 reviews) | 
| **Reach** | 7.7 (24 reviews) | 8.6 (38 reviews) | 8.3 (173 reviews) | 
| **Bulk Editing** | 7.1 (23 reviews) ✓ Verified | 7.6 (33 reviews) | 7.5 (140 reviews) | 
| **Batch Uploading** | 6.9 (20 reviews) ✓ Verified | 7.9 (32 reviews) | 8.3 (152 reviews) | 
| **Brand Safety** | 7.2 (26 reviews) | 7.9 (33 reviews) | 8.5 (128 reviews) | 
| **Fraud Protection** | 7.2 (32 reviews) ✓ Verified | 8.0 (31 reviews) | 8.2 (112 reviews) | 
| **Frequency Capping** | 7.5 (26 reviews) | 7.2 (28 reviews) | 7.8 (116 reviews) | 
| **Budget Pacing** | 7.7 (33 reviews) ✓ Verified | 7.9 (30 reviews) | 8.2 (149 reviews) | 
| **Creative Optimization** | 7.5 (27 reviews) ✓ Verified | 7.9 (35 reviews) | 7.7 (138 reviews) | 
| **Rich Media Capabilties** | 7.3 (22 reviews) ✓ Verified | 7.7 (27 reviews) | 7.8 (113 reviews) | 
| **In-App Ads** | 6.8 (11 reviews) | Feature Not Available | Feature Not Available | 
| **Mobile Rich Media Capabilities** | 7.2 (13 reviews) | Feature Not Available | 7.5 (98 reviews) | 

#### Targeting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Targeting** | 8.1 (36 reviews) ✓ Verified | 8.8 (37 reviews) | 8.6 (188 reviews) | 
| **Retargeting** | 8.3 (29 reviews) ✓ Verified | 8.6 (35 reviews) | 8.9 (183 reviews) | 
| **Geo-Targeting** | 8.1 (30 reviews) ✓ Verified | 8.6 (35 reviews) | 8.3 (151 reviews) | 
| **Contextual Targeting** | 8.1 (33 reviews) ✓ Verified | 8.3 (33 reviews) | 8.0 (129 reviews) | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **API / Integrations** | 7.5 (17 reviews) ✓ Verified | 8.5 (33 reviews) | 8.2 (146 reviews) | 
| **Custom Reports** | 7.7 (26 reviews) ✓ Verified | 8.3 (36 reviews) | 7.6 (143 reviews) | 
| **User, Role, and Access Management** | 7.2 (23 reviews) ✓ Verified | 8.8 (38 reviews) | 8.7 (165 reviews) | 
| **Performance and Reliability** | 7.9 (30 reviews) ✓ Verified | 8.4 (38 reviews) | 8.6 (168 reviews) | 
| **Enterprise Scalability** | 7.8 (20 reviews) ✓ Verified | 8.5 (35 reviews) | 8.3 (136 reviews) | 
| **Customization** | 7.8 (23 reviews) ✓ Verified | 8.6 (36 reviews) | 8.0 (138 reviews) | 
| **Workflow Capability** | 7.8 (24 reviews) ✓ Verified | 8.4 (35 reviews) | 8.0 (127 reviews) | 
| **Internationalization** | 7.9 (19 reviews) ✓ Verified | 7.5 (33 reviews) | Feature Not Available | 
| **Notifications** | 7.3 (20 reviews) ✓ Verified | 8.4 (36 reviews) | 7.9 (127 reviews) | 

### Audience Intelligence Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Audiences

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Audience Insights** | Not enough data | Not enough data | Not enough data | 
| **Influencer Identification** | Not enough data | Not enough data | Not enough data | 
| **Buyer Personas** | Not enough data | Not enough data | Not enough data | 
| **Segmentation** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Network Analysis** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Advanced Filtering** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Marketing Integrations** | Not enough data | Not enough data | Not enough data | 
| **Ad Integrations** | Not enough data | Not enough data | Not enough data | 
| **Data Exporting** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Audience Intelligence Platforms

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Responses

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Sales Follow-Up** | Not enough data | Feature Not Available | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Feature Not Available | Not enough data | 
| **Lead Generation** | Not enough data | Feature Not Available | Not enough data | 
| **Document Processing** | Not enough data | Feature Not Available | Not enough data | 
| **Feedback Collection** | Not enough data | Feature Not Available | Not enough data | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Feature Not Available | Not enough data | 

#### Generative AI

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Lead Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.0/10 | 23 |
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 11 |

#### Lead Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Lead Validation** | Not enough data | 8.2 (22 reviews) | 7.8 (10 reviews) | 
| **Lead Enrichment** | Not enough data | 8.2 (22 reviews) | 7.2 (10 reviews) | 
| **Lead Quality** | Not enough data | 8.1 (23 reviews) | 7.0 (11 reviews) | 
| **Lead Analysis** | Not enough data | 8.1 (23 reviews) | 7.1 (11 reviews) | 
| **Browser Extension** | Not enough data | 7.4 (21 reviews) | 7.0 (10 reviews) | 

#### Agentic AI - Lead Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | 7.8 (6 reviews) | 6.9 (6 reviews) | 

### Lead Capture

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Lead Monitoring

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Features** | Not enough data | Not enough data | Not enough data | 
| **Performance** | Not enough data | Not enough data | Not enough data | 
| **Identification** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Lead Capture

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

#### Data Capture

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Mobile** | Not enough data | Not enough data | Not enough data | 
| **Websites** | Not enough data | Not enough data | Not enough data | 
| **Social Media** | Not enough data | Not enough data | Not enough data | 
| **Data** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Export/Import** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 

#### Customization

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Forms** | Not enough data | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 

### Market Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.4/10 | 82 |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Data collection

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Natural Language Processing (NLP)** | Not enough data | 7.8 (62 reviews) | Not enough data | 
| **Data Sources** | Not enough data | 8.3 (65 reviews) | Not enough data | 
| **Custom Research Sources** | Not enough data | 8.0 (70 reviews) | Not enough data | 
| **Lead Enrichment** | Not enough data | 8.4 (66 reviews) | Not enough data | 
| **Advanced Data Collection** | Not enough data | 8.4 (66 reviews) | Not enough data | 

#### Segment Trending

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Web** | Not enough data | Feature Not Available | Not enough data | 
| **Social** | Not enough data | 7.9 (51 reviews) | Not enough data | 
| **Benchmarks** | Not enough data | Feature Not Available | Not enough data | 
| **Finance ** | Not enough data | Feature Not Available | Not enough data | 

#### Analysis

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Custom Dashboards** | Not enough data | 8.5 (59 reviews) | Not enough data | 
| **Reports** | Not enough data | 8.8 (60 reviews) | Not enough data | 
| **Integrations** | Not enough data | 8.9 (59 reviews) | Not enough data | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Search** | Not enough data | 8.3 (67 reviews) | Not enough data | 
| **User, Role, And Access Management** | Not enough data | 8.6 (57 reviews) | Not enough data | 
| **Mobile User Support** | Not enough data | 7.9 (51 reviews) | Not enough data | 
| **Alerts** | Not enough data | 8.4 (61 reviews) | Not enough data | 
| **Collaboration** | Not enough data | 8.5 (55 reviews) | Not enough data | 
| **Compliance** | Not enough data | 8.8 (56 reviews) | Not enough data | 

#### Agentic AI - Market Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Digital Advertising Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Platform Insights

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Ad Creatives** | Not enough data | Not enough data | Not enough data | 
| **Buying Strategies** | Not enough data | Not enough data | Not enough data | 
| **Publisher Data** | Not enough data | Not enough data | Not enough data | 
| **Advertising Spend** | Not enough data | Not enough data | Not enough data | 
| **Websites and Social Channels** | Not enough data | Not enough data | Not enough data | 
| **Device Insights** | Not enough data | Not enough data | Not enough data | 
| **Ad Intelligence Reporting** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Digital Advertising Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | 

#### Platform Additional Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Ad Competitive Benchmarking** | Not enough data | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | Not enough data | 

### Paid Search Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Platform Basics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Benchmarking** | Not enough data | Not enough data | Not enough data | 
| **Ad Creatives** | Not enough data | Not enough data | Not enough data | 
| **Paid Search Data** | Not enough data | Not enough data | Not enough data | 

#### Platform Data

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Alerts** | Not enough data | Not enough data | Not enough data | 
| **Data Access** | Not enough data | Not enough data | Not enough data | 
| **Web Traffic** | Not enough data | Not enough data | Not enough data | 
| **Subdomains** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Operational Risk Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Demand Side Platform (DSP)

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | 7.7/10 | 39 |
| **Demandbase One** | 8.2/10 | 48 |
| **AdRoll ABM (Formerly RollWorks)** | 8.4/10 | 207 |

#### Demand Side Platforms

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Cross Channel Capabilities ** | 8.3 (5 reviews) | 8.5 (28 reviews) | Not enough data | 

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

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Campaign Dashboard** | 8.1 (26 reviews) ✓ Verified | 8.3 (40 reviews) | 8.3 (184 reviews) | 
| **Campaign Optimization** | 7.9 (32 reviews) ✓ Verified | 8.0 (39 reviews) | 8.0 (172 reviews) | 
| **Reach** | 7.7 (24 reviews) | 8.6 (38 reviews) | 8.3 (173 reviews) | 
| **Bulk Editing** | 7.1 (23 reviews) ✓ Verified | 7.6 (33 reviews) | 7.5 (140 reviews) | 
| **Batch Uploading** | 6.9 (20 reviews) ✓ Verified | 7.9 (32 reviews) | 8.3 (152 reviews) | 
| **Brand Safety** | 7.2 (26 reviews) | 7.9 (33 reviews) | 8.5 (128 reviews) | 
| **Fraud Protection** | 7.2 (32 reviews) ✓ Verified | 8.0 (31 reviews) | 8.2 (112 reviews) | 
| **Frequency Capping** | 7.5 (26 reviews) | 7.2 (28 reviews) | 7.8 (116 reviews) | 
| **Budget Pacing** | 7.7 (33 reviews) ✓ Verified | 7.9 (30 reviews) | 8.2 (149 reviews) | 
| **Creative Optimization** | 7.5 (27 reviews) ✓ Verified | 7.9 (35 reviews) | 7.7 (138 reviews) | 
| **Rich Media Capabilties** | 7.3 (22 reviews) ✓ Verified | 7.7 (27 reviews) | 7.8 (113 reviews) | 
| **In-App Ads** | 6.8 (11 reviews) | Feature Not Available | Feature Not Available | 
| **Mobile Rich Media Capabilities** | 7.2 (13 reviews) | Feature Not Available | 7.5 (98 reviews) | 

#### Targeting

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Targeting** | 8.1 (36 reviews) ✓ Verified | 8.8 (37 reviews) | 8.6 (188 reviews) | 
| **Retargeting** | 8.3 (29 reviews) ✓ Verified | 8.6 (35 reviews) | 8.9 (183 reviews) | 
| **Geo-Targeting** | 8.1 (30 reviews) ✓ Verified | 8.6 (35 reviews) | 8.3 (151 reviews) | 
| **Contextual Targeting** | 8.1 (33 reviews) ✓ Verified | 8.3 (33 reviews) | 8.0 (129 reviews) | 

#### Demand Side Platforms

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Machine Learning Optimization** | 7.7 (19 reviews) ✓ Verified | 7.3 (27 reviews) | 9.0 (7 reviews) | 
| **Estimate and Projections** | 7.4 (18 reviews) ✓ Verified | 8.3 (29 reviews) | 8.3 (7 reviews) | 
| **Cross-Device Capabilities** | 7.5 (18 reviews) ✓ Verified | 8.2 (29 reviews) | 8.3 (7 reviews) | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **API / Integrations** | 7.5 (17 reviews) ✓ Verified | 8.5 (33 reviews) | 8.2 (146 reviews) | 
| **Custom Reports** | 7.7 (26 reviews) ✓ Verified | 8.3 (36 reviews) | 7.6 (143 reviews) | 
| **User, Role, and Access Management** | 7.2 (23 reviews) ✓ Verified | 8.8 (38 reviews) | 8.7 (165 reviews) | 
| **Performance and Reliability** | 7.9 (30 reviews) ✓ Verified | 8.4 (38 reviews) | 8.6 (168 reviews) | 
| **Enterprise Scalability** | 7.8 (20 reviews) ✓ Verified | 8.5 (35 reviews) | 8.3 (136 reviews) | 
| **Customization** | 7.8 (23 reviews) ✓ Verified | 8.6 (36 reviews) | 8.0 (138 reviews) | 
| **Workflow Capability** | 7.8 (24 reviews) ✓ Verified | 8.4 (35 reviews) | 8.0 (127 reviews) | 
| **Internationalization** | 7.9 (19 reviews) ✓ Verified | 7.5 (33 reviews) | Feature Not Available | 
| **Notifications** | 7.3 (20 reviews) ✓ Verified | 8.4 (36 reviews) | 7.9 (127 reviews) | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | 

### Connected TV (CTV) Advertising Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 9.1/10 | 6 |

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

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Personalized Segmentation** | Not enough data | Not enough data | Not enough data | 
| **Ad Serving ** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **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 | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Creative Assets** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Campaign Dashboard** | Not enough data | Not enough data | 9.3 (5 reviews) | 

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

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | 

### Lead Mining

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Agentic AI - Lead Mining

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Visitor Identification

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Agentic AI - Visitor Identification

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Lead Scoring

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.2/10 | 11 |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Agentic AI - Lead Scoring

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Attribution

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Lead Opportunity** | Not enough data | 8.2 (10 reviews) | Not enough data | 
| **Lead Assignment** | Not enough data | 7.4 (9 reviews) | Not enough data | 
| **Pipeline Acceleration** | Not enough data | 8.0 (10 reviews) | Not enough data | 

#### Discovery

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Lead Management** | Not enough data | 8.0 (9 reviews) | Not enough data | 
| **Scoring/Ranking** | Not enough data | 8.6 (11 reviews) | Not enough data | 
| **Lead Context** | Not enough data | 8.7 (9 reviews) | Not enough data | 

#### Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Conversion Viability** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Workflow** | Not enough data | 8.0 (10 reviews) | Not enough data | 

#### Platform

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Data Synchronization** | Not enough data | 8.0 (11 reviews) | Not enough data | 
| **Analysis** | Not enough data | 8.5 (10 reviews) | Not enough data | 

### Marketing Account Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.0/10 | 293 |
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 82 |

#### Agentic AI - Marketing Account Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.0 (10 reviews) | 5.3 (5 reviews) | 
| **Cross-system Integration** | Not enough data | 7.7 (10 reviews) | 4.7 (5 reviews) | 
| **Adaptive Learning** | Not enough data | 7.7 (10 reviews) | 5.3 (5 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.5 (10 reviews) | 5.3 (5 reviews) | 

#### Lead Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Market Insights ** | Not enough data | 8.4 (238 reviews) | 8.3 (62 reviews) | 
| **Account-level Insights ** | Not enough data | 8.6 (243 reviews) | 8.4 (77 reviews) | 
| **Lead Analysis ** | Not enough data | 8.2 (209 reviews) | 7.6 (60 reviews) | 

#### Lead Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Segmentation ** | Not enough data | 8.3 (216 reviews) | 8.6 (71 reviews) | 
| **Predictive Scoring ** | Not enough data | 8.0 (111 reviews) | 7.8 (49 reviews) | 
| **Account Identification ** | Not enough data | 8.7 (241 reviews) | 8.4 (57 reviews) | 

#### Marketing Campaigns

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Omni-Channel Tracking ** | Not enough data | 8.1 (162 reviews) | 7.8 (48 reviews) | 
| **Revenue Planning ** | Not enough data | 7.6 (148 reviews) | 7.3 (40 reviews) | 
| **Media Attribution ** | Not enough data | 7.9 (163 reviews) | 7.8 (42 reviews) | 
| **Opportunity Timeline ** | Not enough data | 8.0 (158 reviews) | 8.1 (42 reviews) | 
| **Customization ** | Not enough data | 8.2 (163 reviews) | 8.1 (47 reviews) | 

#### Data Availability - Marketing Account Intelligence 

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Technographic Data Availability** | Not enough data | 7.9 (42 reviews) | 7.1 (11 reviews) | 

#### Data Accuracy - Marketing Account Intelligence 

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Technographic Data Accuracy** | Not enough data | 8.0 (40 reviews) | 7.0 (11 reviews) | 

### Account-Based Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.1/10 | 309 |
| **AdRoll ABM (Formerly RollWorks)** | 7.6/10 | 145 |

#### Agentic AI - Account-Based Analytics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.9 (8 reviews) | 6.9 (18 reviews) | 
| **Cross-system Integration** | Not enough data | 7.7 (8 reviews) | 7.1 (18 reviews) | 
| **Adaptive Learning** | Not enough data | 7.7 (8 reviews) | 6.8 (18 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.5 (8 reviews) | 6.7 (17 reviews) | 
| **Proactive Assistance** | Not enough data | 7.7 (8 reviews) | 6.6 (18 reviews) | 

#### Lead Intelligence

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Market Insights ** | Not enough data | 8.3 (257 reviews) | 8.0 (112 reviews) | 
| **Account-level Insights ** | Not enough data | 8.9 (287 reviews) | 8.4 (132 reviews) | 
| **Lead Analysis ** | Not enough data | 8.3 (257 reviews) | 7.5 (110 reviews) | 

#### Lead Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Segmentation ** | Not enough data | 8.3 (259 reviews) | 8.3 (125 reviews) | 
| **Predictive Scoring ** | Not enough data | 8.0 (169 reviews) | 7.8 (103 reviews) | 
| **Account Identification ** | Not enough data | 8.7 (275 reviews) | 8.4 (124 reviews) | 

#### Marketing Campaigns

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Omni-Channel Tracking ** | Not enough data | 8.3 (217 reviews) | 7.8 (107 reviews) | 
| **Revenue Planning ** | Not enough data | 7.2 (139 reviews) | 7.4 (94 reviews) | 
| **Media Attribution ** | Not enough data | 7.8 (212 reviews) | 7.6 (110 reviews) | 
| **Opportunity Timeline ** | Not enough data | 8.0 (226 reviews) | 7.5 (102 reviews) | 
| **Customization ** | Not enough data | 8.2 (224 reviews) | 7.5 (111 reviews) | 
| **Journey Analytics** | Not enough data | 8.4 (185 reviews) | 8.3 (119 reviews) | 

### Cross-Channel Advertising

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Agentic AI - Cross-Channel Advertising

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 6.4/10 | 7 |

#### Agentic AI - Native Advertising

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.7 (7 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 6.2 (7 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 6.4 (7 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 6.4 (7 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 6.4 (7 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 6.2 (7 reviews) | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Statistical Tool

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | Not enough data | 

#### Decision Making

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Account-Based Execution

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Marketing Distribution

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **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 | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Marketing Operations

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **ROI Tracking** | Not enough data | Not enough data | Not enough data | 
| **Data Collection** | Not enough data | Not enough data | Not enough data | 
| **Customer Insights** | Not enough data | Not enough data | Not enough data | 
| **Multi-User Access** | Not enough data | Not enough data | Not enough data | 
| **Spend Management** | Not enough data | Not enough data | Not enough data | 
| **White Label** | Not enough data | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Campaign Insights** | Not enough data | Not enough data | Not enough data | 
| **Reports and Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Campaign Stickiness** | Not enough data | Not enough data | Not enough data | 
| **Multichannel Tracking** | Not enough data | Not enough data | Not enough data | 
| **Brand Optimization** | Not enough data | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Amobee** | N/A | N/A |
| **Demandbase One** | 8.7/10 | 20 |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |

#### Functionality

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Identification** | Not enough data | 8.7 (19 reviews) | Not enough data | 
| **Correction** | Not enough data | 8.3 (19 reviews) | Not enough data | 
| **Normalization** | Not enough data | 8.4 (18 reviews) | Not enough data | 
| **Preventative Cleaning** | Not enough data | 8.3 (18 reviews) | Not enough data | 
| **Data Matching** | Not enough data | 8.8 (19 reviews) | Not enough data | 

#### Management

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Reporting** | Not enough data | 8.8 (18 reviews) | Not enough data | 
| **Automation** | Not enough data | 9.0 (17 reviews) | Not enough data | 
| **Quality Audits** | Not enough data | 8.3 (16 reviews) | Not enough data | 
| **Dashboard** | Not enough data | 9.0 (18 reviews) | Not enough data | 
| **Governance** | Not enough data | 9.0 (16 reviews) | Not enough data | 

#### Generative AI

| Feature | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | Not enough data | 
| **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | 

---
## Categories
**Shared Categories (2):** [Demand Side Platform (DSP)](https://www.g2.com/categories/demand-side-platform-dsp), [Display Advertising Software](https://www.g2.com/categories/display-advertising)

**Unique to Amobee (5):** [Cross-Channel Advertising Software](https://www.g2.com/categories/cross-channel-advertising), [Mobile Advertising Software](https://www.g2.com/categories/mobile-advertising), [Social Media Advertising Software](https://www.g2.com/categories/social-media-advertising), [Video Advertising Software](https://www.g2.com/categories/video-advertising), [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp)

**Unique to Demandbase One (25):** [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Marketing Account Intelligence Software](https://www.g2.com/categories/marketing-account-intelligence), [Buyer Intent Data Providers](https://www.g2.com/categories/buyer-intent-data-providers), [Lead Capture Software](https://www.g2.com/categories/lead-capture), [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Account Data Management Software](https://www.g2.com/categories/account-data-management), [Account-Based Advertising Software](https://www.g2.com/categories/account-based-advertising), [Market Intelligence Software](https://www.g2.com/categories/market-intelligence), [Sales Intelligence Software](https://www.g2.com/categories/sales-intelligence), [AI Sales Assistant Software](https://www.g2.com/categories/ai-sales-assistant), [Account-Based Web and Content Experiences Software](https://www.g2.com/categories/account-based-web-and-content-experiences), [Visitor Identification Software](https://www.g2.com/categories/visitor-identification), [Lead Mining Software](https://www.g2.com/categories/lead-mining), [Audience Intelligence Platforms ](https://www.g2.com/categories/audience-intelligence-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Account-Based Orchestration Platforms](https://www.g2.com/categories/account-based-orchestration-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Attribution Software](https://www.g2.com/categories/attribution), [Account-Based Analytics Software](https://www.g2.com/categories/account-based-analytics), [Digital Advertising Intelligence Software](https://www.g2.com/categories/digital-advertising-intelligence), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Lead Intelligence Software](https://www.g2.com/categories/lead-intelligence), [Lead Scoring Software](https://www.g2.com/categories/lead-scoring), [Paid Search Intelligence Software](https://www.g2.com/categories/paid-search-intelligence)

**Unique to AdRoll ABM (Formerly RollWorks) (16):** [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), [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp), [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), [Video Advertising Software](https://www.g2.com/categories/video-advertising), [Social Media Advertising Software](https://www.g2.com/categories/social-media-advertising), [Sales Intelligence Software](https://www.g2.com/categories/sales-intelligence)


---
## Reviewer Demographics

### By Company Size

| Segment | Amobee | Demandbase One | AdRoll ABM (Formerly RollWorks) | 
|---|---|---|---|
| **Small-Business** | 10.2% | 19.0% | 27.2% | 
| **Mid-Market** | 34.7% | 49.1% | 58.0% | 
| **Enterprise** | 55.1% | 31.9% | 14.8% | 

### By Industry

#### Amobee

- **Marketing and Advertising:** 86.0%
- **Telecommunications:** 4.0%
- **Pharmaceuticals:** 2.0%
- **Online Media:** 2.0%
- **Newspapers:** 2.0%
- **Financial Services:** 2.0%
- **Automotive:** 2.0%

#### Demandbase One

- **Computer Software:** 26.8%
- **Information Technology and Services:** 18.5%
- **Financial Services:** 6.9%
- **Marketing and Advertising:** 6.5%
- **Consumer Services:** 5.5%
- **Telecommunications:** 3.2%
- **Computer &amp; Network Security:** 2.2%
- **Human Resources:** 1.9%
- **Internet:** 1.7%
- **Professional Training &amp; Coaching:** 1.6%
- **Other:** 25.2%

#### AdRoll ABM (Formerly RollWorks)

- **Computer Software:** 27.5%
- **Information Technology and Services:** 15.6%
- **Marketing and Advertising:** 11.4%
- **Financial Services:** 5.0%
- **Hospital &amp; Health Care:** 2.7%
- **Computer &amp; 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%

---
## Alternatives

### Alternatives to Amobee

- [MediaMath by Infillion](https://www.g2.com/products/mediamath-by-infillion/reviews) — 3.9/5 stars (126 reviews)
- [Google Marketing Platform](https://www.g2.com/products/google-marketing-platform/reviews) — 4.1/5 stars (300 reviews)
- [Roku OneView (formerly Dataxu)](https://www.g2.com/products/roku-oneview-formerly-dataxu/reviews) — 3.8/5 stars (86 reviews)
- [Quantcast Platform](https://www.g2.com/products/quantcast-platform/reviews) — 4.2/5 stars (190 reviews)
- [The Trade Desk](https://www.g2.com/products/the-trade-desk/reviews) — 4.4/5 stars (179 reviews)
- [StackAdapt](https://www.g2.com/products/stackadapt/reviews) — 4.7/5 stars (868 reviews)
- [AdRoll](https://www.g2.com/products/adroll/reviews) — 4.1/5 stars (776 reviews)
- [Basis](https://www.g2.com/products/basis/reviews) — 4.5/5 stars (287 reviews)
- [Yahoo AdTech DSP](https://www.g2.com/products/yahoo-adtech-dsp/reviews) — 3.6/5 stars (181 reviews)
- [Criteo Commerce Growth](https://www.g2.com/products/criteo-commerce-growth/reviews) — 3.8/5 stars (241 reviews)

### Alternatives to Demandbase One

- [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) — 4.5/5 stars (9092 reviews)
- [6sense Revenue Marketing](https://www.g2.com/products/6sense-revenue-marketing/reviews) — 4.3/5 stars (1431 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14753 reviews)
- [Apollo.io](https://www.g2.com/products/apollo-io/reviews) — 4.7/5 stars (9648 reviews)
- [Lead411](https://www.g2.com/products/lead411/reviews) — 4.5/5 stars (478 reviews)
- [Metadata.io](https://www.g2.com/products/metadata-io/reviews) — 4.6/5 stars (299 reviews)
- [Madison Logic Platform](https://www.g2.com/products/madison-logic-platform/reviews) — 4.3/5 stars (265 reviews)
- [Clearbit](https://www.g2.com/products/clearbit/reviews) — 4.4/5 stars (633 reviews)
- [Foundry ABM](https://www.g2.com/products/foundry-abm/reviews) — 4.2/5 stars (205 reviews)
- [Adobe Marketo Engage](https://www.g2.com/products/adobe-marketo-engage/reviews) — 4.1/5 stars (3135 reviews)

### Alternatives to AdRoll ABM (Formerly RollWorks)

- [6sense Revenue Marketing](https://www.g2.com/products/6sense-revenue-marketing/reviews) — 4.3/5 stars (1431 reviews)
- [Metadata.io](https://www.g2.com/products/metadata-io/reviews) — 4.6/5 stars (299 reviews)
- [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/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 (14753 reviews)
- [Adobe Marketo Engage](https://www.g2.com/products/adobe-marketo-engage/reviews) — 4.1/5 stars (3135 reviews)
- [Apollo.io](https://www.g2.com/products/apollo-io/reviews) — 4.7/5 stars (9648 reviews)
- [Clearbit](https://www.g2.com/products/clearbit/reviews) — 4.4/5 stars (633 reviews)
- [DemandScience](https://www.g2.com/products/demandscience-demandscience/reviews) — 4.4/5 stars (763 reviews)

---
## Top Discussions

### Amobee

No discussions available for this product.

### Demandbase One

- Title: [How often is data updated?](https://www.g2.com/discussions/32135-how-often-is-data-updated) — 2 comments, 1 upvote
  > **Top comment:** "Hi Irene, our data is constantly updated! How we source information is a bit different from how LinkedIn does it. We validate our data through multiple..."
- Title: [Can we run quieries for lists of contacts by functions, etc., and download to excel format?](https://www.g2.com/discussions/can-we-run-quieries-for-lists-of-contacts-by-functions-etc-and-download-to-excel-format) — 2 comments, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [Is there anything I can do to help identify SMB visitors?](https://www.g2.com/discussions/41318-is-there-anything-i-can-do-to-help-identify-smb-visitors) — 1 comment, 1 upvote
  > **Top comment:** "In my experience IP resolution for SMB (especially under 50 EE&#39;s) is not that useful. Your best bet is to cookie and progressive profile via your MAS."
- Title: [How often is the information updated as far as mergers and divestitures ?](https://www.g2.com/discussions/27404-how-often-is-the-information-updated-as-far-as-mergers-and-divestitures) — 1 comment
  > **Top comment:** "Hi Jake! We’re constantly updating our records as we get our information from over 40,000 sources including S&amp;P, CapIQ, Equifax, and Thomson Reuters. These..."
- Title: [What is the price for 300 users?](https://www.g2.com/discussions/24270-what-is-the-price-for-300-users) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."

### 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&#39;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/"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amobee-vs-demandbase-one-vs-adroll-abm-formerly-rollworks)

