# Metadata.io, AdRoll ABM (Formerly RollWorks) vs Foundry ABM Comparison

| | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.3 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 299 | 650 | 205 | 
| **Largest Market Segment** | Mid-Market (67.4% of reviews) | Mid-Market (58.0% of reviews) | Mid-Market (65.0% of reviews) | 
| **Entry Level Price** | Contact Us | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Metadata.io

Pros:
- Automation (12 reviews)
- Efficiency (12 reviews)

Cons:
- Campaign Management (3 reviews)
- Complexity (3 reviews)

### AdRoll ABM (Formerly RollWorks)

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

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

### Foundry ABM

Pros:
- Ease of Use (3 reviews)
- Integrations (3 reviews)

Cons:
- Complex Features (2 reviews)
- Complexity (2 reviews)

---
## Ratings Comparison
| Rating | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
  | **Meets Requirements** | 8.9 (213 reviews) | 8.4 (530 reviews) | 8.3 (169 reviews) | 
  | **Ease of Use** | 8.6 (215 reviews) | 8.4 (535 reviews) | 8.0 (168 reviews) | 
  | **Ease of Setup** | 8.5 (111 reviews) | 8.3 (359 reviews) | 7.8 (97 reviews) | 
  | **Ease of Admin** | 8.7 (109 reviews) | 8.6 (262 reviews) | 8.1 (89 reviews) | 
  | **Quality of Support** | 9.5 (214 reviews) | 8.9 (510 reviews) | 8.8 (162 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (110 reviews) | 8.9 (267 reviews) | 8.9 (90 reviews) | 
  | **Product Direction (% positive)** | 9.7 (196 reviews) | 8.6 (490 reviews) | 8.5 (157 reviews) | 

---
## Pricing

### Metadata.io

#### Entry-Level Pricing

Plan: Metadata Campaigns

Price: Contact Us

Description: From patented audience targeting to advanced reporting and AI-powered optimizations, Metadata offers a versatile suite of B2B marketing solutions that can adapt to your company’s unique goals and use cases.

At scale, Metadata consolidates Paid Social and Paid Search channels into one platform. Metadata's AI optimizes campaigns across channels for metrics based on data from your CRM/MAP like meetings, pipeline, and revenue. Not only achieving greater results, but also getting time back in your team's day.

The enhanced reporting lets customers know exactly what drives revenue, from audiences to individual creatives contributions to pipeline.

Lead enrichment is included in some packages.

Key Features:
- Patented Audience Targeting
- Enhanced Reporting
- AI Agents

[Learn more about Metadata.io](https://www.g2.com/products/metadata-io/reviews)

#### Free Trial

Yes

### AdRoll ABM (Formerly RollWorks)

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Foundry ABM

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Sales Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.3/10 | 84 |
| **Foundry ABM** | 7.3/10 | 29 |

#### Data Availability

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Contact Data Availability** | Not enough data | 7.9 (68 reviews) | 7.5 (18 reviews) | 
| **Company Data Availability** | Not enough data | 8.4 (71 reviews) | 7.7 (19 reviews) | 
| **Industry Research Availability** | Not enough data | 7.0 (54 reviews) ✓ Verified | 7.0 (19 reviews) | 
| **Technographic Data Availability** | Not enough data | 6.2 (21 reviews) | 6.9 (6 reviews) | 

#### Data Accuracy

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Contact Data Accuracy** | Not enough data | 8.1 (62 reviews) | 6.6 (17 reviews) | 
| **Company Data Accuracy** | Not enough data | 8.3 (65 reviews) | 7.6 (17 reviews) | 
| **Technographic Data Accuracy** | Not enough data | 6.8 (19 reviews) | 6.9 (6 reviews) | 

#### Agentic AI - Sales Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.7 (5 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 6.7 (5 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 6.7 (5 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 6.3 (5 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 6.3 (5 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 6.7 (5 reviews) | Not enough data | 

#### Platform

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Internationalization** | Not enough data | Feature Not Available | 8.2 (11 reviews) | 
| **User, Role, and Access Management** | Not enough data | 8.5 (52 reviews) ✓ Verified | Feature Not Available | 
| **Performance and Reliability** | Not enough data | 8.8 (47 reviews) | 7.8 (20 reviews) | 
| **Reporting/Dashboards** | Not enough data | 8.1 (53 reviews) ✓ Verified | 7.9 (21 reviews) | 
| **Mobile User Support** | Not enough data | 5.9 (33 reviews) ✓ Verified | Feature Not Available | 
| **APIs** | Not enough data | 7.5 (38 reviews) | 7.9 (15 reviews) | 

#### Features

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Lead Builder** | Not enough data | 8.2 (58 reviews) | 7.1 (13 reviews) | 
| **Integration to CRM/Marketing Automation** | Not enough data | 8.7 (65 reviews) | 8.2 (20 reviews) | 
| **Data Cleaning/Enrichment** | Not enough data | 7.0 (33 reviews) | 7.3 (10 reviews) | 
| **Data Segmentation/Filtering** | Not enough data | 8.0 (50 reviews) | 7.1 (14 reviews) | 
| **Search** | Not enough data | 7.9 (59 reviews) ✓ Verified | 7.1 (12 reviews) | 
| **News/People Alerts** | Not enough data | 7.2 (32 reviews) | 7.1 (12 reviews) | 
| **Connections** | Not enough data | Feature Not Available | 6.5 (10 reviews) | 
| **Reporting** | Not enough data | 8.1 (61 reviews) ✓ Verified | 7.0 (21 reviews) | 
| **Messaging** | Not enough data | 7.3 (48 reviews) ✓ Verified | Feature Not Available | 

### Display Advertising

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.9/10 | 218 |
| **Foundry ABM** | N/A | N/A |

#### Channel Functionality

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Display Functionality** | Not enough data | 8.7 (189 reviews) | Not enough data | 

#### Platform Interoperability

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Close Ecosystem API** | Not enough data | 7.4 (75 reviews) | Not enough data | 

#### Agentic AI - Display Advertising

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

#### Campaign Management

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

#### Targeting

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Targeting** | Not enough data | 8.6 (188 reviews) | Not enough data | 
| **Retargeting** | Not enough data | 8.9 (183 reviews) | Not enough data | 
| **Geo-Targeting** | Not enough data | 8.3 (151 reviews) | Not enough data | 
| **Contextual Targeting** | Not enough data | 8.0 (129 reviews) | Not enough data | 

#### Platform

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

### Content Marketing

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Foundry ABM** | N/A | N/A |

#### Content Creation

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Content Creation Tools** | Not enough data | Not enough data | Not enough data | 
| **Content Curation** | Not enough data | Not enough data | Not enough data | 
| **Buyer Personas** | Not enough data | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | Not enough data | 

#### Optimization

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **SEO** | Not enough data | Not enough data | Not enough data | 
| **A/B Testing** | Not enough data | Not enough data | Not enough data | 
| **Dashboards & Reporting** | Not enough data | Not enough data | Not enough data | 
| **Audience Targeting** | Not enough data | Not enough data | Not enough data | 
| **ROI Reporting** | Not enough data | Not enough data | Not enough data | 

#### Logistics

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Customizable Templated Workflows** | Not enough data | Not enough data | Not enough data | 
| **Internal Communication** | Not enough data | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | Not enough data | 
| **Editing and Approval Tools** | Not enough data | Not enough data | Not enough data | 
| **Distribution Features** | Not enough data | Not enough data | Not enough data | 
| **Integrations & APIs** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 

### Account Data Management

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | 8.5/10 | 27 |
| **AdRoll ABM (Formerly RollWorks)** | 7.7/10 | 147 |
| **Foundry ABM** | 8.4/10 | 54 |

#### Lead Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Market Insights ** | 8.8 (18 reviews) | 8.2 (88 reviews) ✓ Verified | 8.3 (43 reviews) ✓ Verified | 
| **Account-level Insights ** | 8.7 (21 reviews) | 8.6 (98 reviews) | 8.6 (46 reviews) | 
| **Lead Analysis ** | 8.6 (22 reviews) | 7.9 (80 reviews) | 8.4 (43 reviews) | 

#### Lead Management

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Segmentation ** | 9.1 (22 reviews) | 8.3 (110 reviews) | 8.6 (44 reviews) | 
| **Predictive Scoring ** | 8.2 (14 reviews) | 7.6 (81 reviews) | 7.9 (38 reviews) | 
| **Account Identification ** | 8.9 (19 reviews) | 8.3 (111 reviews) | 8.8 (47 reviews) | 

#### Marketing Campaigns

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Omni-Channel Tracking ** | 9.4 (20 reviews) | 8.1 (95 reviews) | 8.3 (14 reviews) | 
| **Revenue Planning ** | 9.2 (16 reviews) | 7.5 (76 reviews) | 8.0 (14 reviews) | 
| **Media Attribution ** | 8.9 (19 reviews) | 7.6 (88 reviews) | 8.2 (14 reviews) | 
| **Opportunity Timeline ** | 9.3 (18 reviews) | 7.8 (75 reviews) ✓ Verified | 7.9 (13 reviews) | 
| **Customization ** | 9.0 (20 reviews) | 7.8 (89 reviews) | 8.6 (45 reviews) | 

#### Campaign Execution

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Website Personalization ** | 7.9 (13 reviews) | 7.3 (62 reviews) | 9.0 (45 reviews) | 
| **Prioritized Accounts ** | 8.9 (19 reviews) | 8.4 (93 reviews) | 8.6 (47 reviews) | 
| **Trending Accounts ** | 8.8 (16 reviews) | 8.4 (84 reviews) | 8.6 (42 reviews) | 
| **Email Campaigns ** | 6.0 (7 reviews) | 7.4 (64 reviews) | 8.6 (16 reviews) | 

#### Agentic AI - Account Data Management

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.7 (30 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 7.3 (37 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 6.9 (29 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 6.7 (29 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 7.0 (30 reviews) | Not enough data | 

### Lead Generation

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Foundry ABM** | N/A | N/A |

#### Lead Generation

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 | 

### Retargeting

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.5/10 | 154 |
| **Foundry ABM** | N/A | N/A |

#### Retargeting

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

#### Agentic AI - Retargeting

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

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 8.3/10 | 11 |
| **Foundry ABM** | N/A | N/A |

#### Data Sourcing

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Data Enrichment** | Not enough data | 9.1 (9 reviews) | Not enough data | 
| **Expandability** | Not enough data | 8.1 (7 reviews) | Not enough data | 
| **Content Marketing** | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Multiple Devices** | Not enough data | 7.8 (6 reviews) | Not enough data | 

#### Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Marketing Metrics** | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Predictive Modeling** | Not enough data | 8.9 (6 reviews) | Not enough data | 
| **Recommendation Engine** | Not enough data | 7.7 (5 reviews) | Not enough data | 

### Buyer Intent Data Providers

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.8/10 | 109 |
| **Foundry ABM** | 7.1/10 | 22 |

#### Data Availability

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Contact Data Availability** | Not enough data | 7.4 (90 reviews) | 6.8 (19 reviews) | 
| **Account Data Availability** | Not enough data | 8.1 (97 reviews) | 7.7 (20 reviews) | 
| **Offline Data** | Not enough data | 6.9 (60 reviews) | 6.5 (8 reviews) | 

#### Platform Additional Functionality

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Integrations** | Not enough data | 8.4 (96 reviews) | 7.4 (20 reviews) | 
| **Topic Customization** | Not enough data | 7.9 (71 reviews) | 7.2 (17 reviews) | 
| **Natural Language Processing (NLP)** | Not enough data | 7.3 (51 reviews) | 7.5 (8 reviews) | 
| **Alerts** | Not enough data | 8.0 (76 reviews) | 7.2 (17 reviews) | 
| **Real-time Intent** | Not enough data | 8.2 (88 reviews) | 7.9 (21 reviews) | 

### Account-Based Orchestration Platforms

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | 9.0/10 | 35 |
| **AdRoll ABM (Formerly RollWorks)** | 8.1/10 | 44 |
| **Foundry ABM** | 8.6/10 | 32 |

#### Platform Basics

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Centralization** | 9.4 (30 reviews) | 8.7 (35 reviews) | 8.6 (27 reviews) | 
| **Account Identification and Segmentation** | 8.9 (31 reviews) | 8.2 (37 reviews) | 8.7 (29 reviews) | 
| **Lead-to-Account Matching** | Feature Not Available | 8.0 (34 reviews) | 8.8 (20 reviews) | 
| **Multichannel Engagement** | Not enough data | 9.3 (9 reviews) | Not enough data | 
| **Personalized Content and Messaging** | Not enough data | 8.6 (6 reviews) | Not enough data | 

#### Platform Data

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Measurement** | 8.9 (31 reviews) | 8.5 (40 reviews) | 8.5 (27 reviews) | 
| **Revenue Analytics** | 9.0 (28 reviews) | 8.2 (33 reviews) | 8.3 (23 reviews) | 

#### Platform Additional Functionality 

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Integrations** | 8.9 (33 reviews) | 8.7 (39 reviews) | 8.7 (31 reviews) | 

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

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

#### Artificial Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **AI-Powered Data Analysis** | Not enough data | 8.6 (7 reviews) | Not enough data | 
| **AI Personalization** | Not enough data | 6.7 (5 reviews) | Not enough data | 

### Account-Based Web and Content Experiences

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Foundry ABM** | 8.8/10 | 26 |

#### Platform Basics

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Website Personalization** | Not enough data | Not enough data | 9.2 (22 reviews) | 
| **Content Creation and Distribution** | Not enough data | Not enough data | 9.1 (18 reviews) | 

#### Platform Reporting

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Measurement** | Not enough data | Not enough data | 8.5 (21 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.2 (23 reviews) | 

### Account-Based Advertising

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | 8.8/10 | 99 |
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 230 |
| **Foundry ABM** | 7.9/10 | 52 |

#### Platform Basics

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Retargeting** | 8.8 (72 reviews) | 8.6 (217 reviews) | 8.4 (34 reviews) | 

#### Platform Data

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Campaign Measurement** | 8.8 (95 reviews) | 8.3 (215 reviews) | 7.9 (49 reviews) | 
| **Attribution** | 8.6 (86 reviews) | 7.6 (198 reviews) | 7.4 (48 reviews) | 

#### Platform Additional Functionality

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Multivariate Testing** | 9.1 (86 reviews) | Feature Not Available | 7.7 (33 reviews) | 
| **Integrations** | 8.8 (90 reviews) | 8.1 (207 reviews) | 8.0 (49 reviews) | 

#### Agentic AI - Account-Based Advertising

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

### Video Advertising

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.1/10 | 206 |
| **Foundry ABM** | N/A | N/A |

#### Platform Interoperability

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Close Ecosystem API** | Not enough data | Not enough data | Not enough data | 

#### Video Functionality

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Video Functionality** | Not enough data | 9.0 (8 reviews) | Not enough data | 

#### Agentic AI - Video Advertising

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

#### Targeting

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Targeting** | Not enough data | 8.6 (188 reviews) | Not enough data | 
| **Retargeting** | Not enough data | 8.9 (183 reviews) | Not enough data | 
| **Geo-Targeting** | Not enough data | 8.3 (151 reviews) | Not enough data | 
| **Contextual Targeting** | Not enough data | 8.0 (129 reviews) | Not enough data | 

#### Platform

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

### Social Media Advertising

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 7.8/10 | 206 |
| **Foundry ABM** | N/A | N/A |

#### Platform Interoperability

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Close Ecosystem API** | Not enough data | 7.3 (25 reviews) | Not enough data | 

#### Agentic AI - Social Media Advertising

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Social Functionality** | Not enough data | 7.3 (48 reviews) | Not enough data | 

#### Campaign Management

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

#### Targeting

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Targeting** | Not enough data | 8.6 (188 reviews) | Not enough data | 
| **Retargeting** | Not enough data | 8.9 (183 reviews) | Not enough data | 
| **Geo-Targeting** | Not enough data | 8.3 (151 reviews) | Not enough data | 
| **Contextual Targeting** | Not enough data | 8.0 (129 reviews) | Not enough data | 

#### Platform

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

### Lead Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | 8.7/10 | 36 |
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 11 |
| **Foundry ABM** | N/A | N/A |

#### Lead Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Lead Validation** | 8.7 (33 reviews) ✓ Verified | 7.8 (10 reviews) | Not enough data | 
| **Lead Enrichment** | 8.9 (33 reviews) ✓ Verified | 7.2 (10 reviews) | Not enough data | 
| **Lead Quality** | 8.5 (34 reviews) ✓ Verified | 7.0 (11 reviews) | Not enough data | 
| **Lead Analysis** | 8.7 (32 reviews) ✓ Verified | 7.1 (11 reviews) | Not enough data | 
| **Browser Extension** | Feature Not Available | 7.0 (10 reviews) | Not enough data | 

#### Agentic AI - Lead Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | 6.9 (6 reviews) | Not enough data | 

### Content Experience Platforms

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Foundry ABM** | 9.0/10 | 11 |

#### Content Creation

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Content Management** | Not enough data | Not enough data | 9.1 (9 reviews) ✓ Verified | 

#### Agentic AI - Content Experience Platforms

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 | 

#### Optimization

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **ROI Reporting** | Not enough data | Not enough data | 8.8 (10 reviews) ✓ Verified | 

### Demand Side Platform (DSP)

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 8.4/10 | 207 |
| **Foundry ABM** | N/A | N/A |

#### Demand Side Platforms

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Cross Channel Capabilities ** | Not enough data | Not enough data | Not enough data | 

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

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

#### Targeting

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Targeting** | Not enough data | 8.6 (188 reviews) | Not enough data | 
| **Retargeting** | Not enough data | 8.9 (183 reviews) | Not enough data | 
| **Geo-Targeting** | Not enough data | 8.3 (151 reviews) | Not enough data | 
| **Contextual Targeting** | Not enough data | 8.0 (129 reviews) | Not enough data | 

#### Demand Side Platforms

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Machine Learning Optimization** | Not enough data | 9.0 (7 reviews) | Not enough data | 
| **Estimate and Projections** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Cross-Device Capabilities** | Not enough data | 8.3 (7 reviews) | Not enough data | 

#### Platform

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

### Connected TV (CTV) Advertising Platforms

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 9.1/10 | 6 |
| **Foundry ABM** | N/A | N/A |

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

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Personalized Segmentation** | Not enough data | Not enough data | Not enough data | 
| **Ad Serving ** | Not enough data | 9.0 (5 reviews) | 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 | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Creative Assets** | Not enough data | 9.0 (5 reviews) | Not enough data | 
| **Campaign Dashboard** | Not enough data | 9.3 (5 reviews) | Not enough data | 

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

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Foundry ABM** | N/A | N/A |

#### Agentic AI - Visitor Identification

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Marketing Account Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | 8.7/10 | 67 |
| **AdRoll ABM (Formerly RollWorks)** | 7.2/10 | 82 |
| **Foundry ABM** | N/A | N/A |

#### Agentic AI - Marketing Account Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 5.3 (5 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 4.7 (5 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 5.3 (5 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 5.3 (5 reviews) | Not enough data | 

#### Lead Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Market Insights ** | Feature Not Available | 8.3 (62 reviews) | Not enough data | 
| **Account-level Insights ** | 8.8 (54 reviews) | 8.4 (77 reviews) | Not enough data | 
| **Lead Analysis ** | 8.9 (57 reviews) | 7.6 (60 reviews) | Not enough data | 

#### Lead Management

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Segmentation ** | 8.9 (59 reviews) | 8.6 (71 reviews) | Not enough data | 
| **Predictive Scoring ** | 8.4 (44 reviews) | 7.8 (49 reviews) | Not enough data | 
| **Account Identification ** | 8.7 (54 reviews) | 8.4 (57 reviews) | Not enough data | 

#### Marketing Campaigns

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Omni-Channel Tracking ** | 8.8 (53 reviews) | 7.8 (48 reviews) | Not enough data | 
| **Revenue Planning ** | Feature Not Available | 7.3 (40 reviews) | Not enough data | 
| **Media Attribution ** | 9.0 (53 reviews) | 7.8 (42 reviews) | Not enough data | 
| **Opportunity Timeline ** | 8.6 (48 reviews) | 8.1 (42 reviews) | Not enough data | 
| **Customization ** | 8.6 (53 reviews) | 8.1 (47 reviews) | Not enough data | 

#### Data Availability - Marketing Account Intelligence 

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Technographic Data Availability** | Not enough data | 7.1 (11 reviews) | Not enough data | 

#### Data Accuracy - Marketing Account Intelligence 

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Technographic Data Accuracy** | Not enough data | 7.0 (11 reviews) | Not enough data | 

### Account-Based Analytics

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | 8.8/10 | 60 |
| **AdRoll ABM (Formerly RollWorks)** | 7.6/10 | 145 |
| **Foundry ABM** | 8.0/10 | 59 |

#### Agentic AI - Account-Based Analytics

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.9 (18 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 7.1 (18 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 6.8 (18 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 6.7 (17 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 6.6 (18 reviews) | Not enough data | 

#### Lead Intelligence

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Market Insights ** | 8.5 (38 reviews) | 8.0 (112 reviews) | 8.0 (43 reviews) | 
| **Account-level Insights ** | 8.9 (46 reviews) | 8.4 (132 reviews) | 8.7 (52 reviews) | 
| **Lead Analysis ** | 9.0 (45 reviews) | 7.5 (110 reviews) | 8.2 (48 reviews) | 

#### Lead Management

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Segmentation ** | 8.8 (52 reviews) | 8.3 (125 reviews) | 8.2 (46 reviews) | 
| **Predictive Scoring ** | 8.4 (37 reviews) | 7.8 (103 reviews) | 7.9 (43 reviews) | 
| **Account Identification ** | 8.7 (41 reviews) | 8.4 (124 reviews) | 8.1 (52 reviews) | 

#### Marketing Campaigns

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Omni-Channel Tracking ** | 9.1 (44 reviews) | 7.8 (107 reviews) | 7.7 (36 reviews) | 
| **Revenue Planning ** | 8.9 (32 reviews) | 7.4 (94 reviews) | 7.9 (33 reviews) | 
| **Media Attribution ** | 9.2 (46 reviews) | 7.6 (110 reviews) | 8.1 (38 reviews) | 
| **Opportunity Timeline ** | 8.9 (39 reviews) | 7.5 (102 reviews) | 8.1 (38 reviews) | 
| **Customization ** | 8.6 (44 reviews) | 7.5 (111 reviews) | 7.9 (43 reviews) | 
| **Journey Analytics** | 9.0 (33 reviews) | 8.3 (119 reviews) | 7.8 (30 reviews) | 

### Cross-Channel Advertising

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Foundry ABM** | N/A | N/A |

#### Agentic AI - Cross-Channel Advertising

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | 6.4/10 | 7 |
| **Foundry ABM** | N/A | N/A |

#### Agentic AI - Native Advertising

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

### Account-Based Execution

| Product | Score | Reviews |
|---|---|---|
| **Metadata.io** | N/A | N/A |
| **AdRoll ABM (Formerly RollWorks)** | N/A | N/A |
| **Foundry ABM** | N/A | N/A |

#### Marketing Distribution

| Feature | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (4):** [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), [Account-Based Analytics Software](https://www.g2.com/categories/account-based-analytics), [Account Data Management Software](https://www.g2.com/categories/account-data-management)

**Unique to Metadata.io (2):** [Marketing Account Intelligence Software](https://www.g2.com/categories/marketing-account-intelligence), [Lead Intelligence Software](https://www.g2.com/categories/lead-intelligence)

**Unique to AdRoll ABM (Formerly RollWorks) (14):** [Connected TV (CTV) Advertising Platforms](https://www.g2.com/categories/connected-tv-ctv-advertising-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), [Marketing Account Intelligence Software](https://www.g2.com/categories/marketing-account-intelligence), [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 Foundry ABM (4):** [Account-Based Web and Content Experiences Software](https://www.g2.com/categories/account-based-web-and-content-experiences), [Buyer Intent Data Providers](https://www.g2.com/categories/buyer-intent-data-providers), [Content Experience Platforms](https://www.g2.com/categories/content-experience-platforms), [Sales Intelligence Software](https://www.g2.com/categories/sales-intelligence)


---
## Reviewer Demographics

### By Company Size

| Segment | Metadata.io | AdRoll ABM (Formerly RollWorks) | Foundry ABM | 
|---|---|---|---|
| **Small-Business** | 18.9% | 27.2% | 17.5% | 
| **Mid-Market** | 67.4% | 58.0% | 65.0% | 
| **Enterprise** | 13.7% | 14.8% | 17.5% | 

### By Industry

#### Metadata.io

- **Computer Software:** 45.0%
- **Information Technology and Services:** 14.8%
- **Marketing and Advertising:** 13.7%
- **Financial Services:** 3.4%
- **Computer & Network Security:** 3.1%
- **Telecommunications:** 2.7%
- **Logistics and Supply Chain:** 1.7%
- **E-Learning:** 1.7%
- **Staffing and Recruiting:** 1.4%
- **Management Consulting:** 1.0%
- **Other:** 11.3%

#### 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%

#### Foundry ABM

- **Computer Software:** 31.0%
- **Information Technology and Services:** 21.0%
- **Marketing and Advertising:** 8.0%
- **Accounting:** 2.5%
- **Financial Services:** 2.5%
- **Health, Wellness and Fitness:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Outsourcing/Offshoring:** 2.0%
- **Education Management:** 2.0%
- **Telecommunications:** 1.5%
- **Other:** 24.5%

---
## Alternatives

### Alternatives to Metadata.io

- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [6sense Revenue Marketing](https://www.g2.com/products/6sense-revenue-marketing/reviews) — 4.3/5 stars (1430 reviews)
- [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) — 4.5/5 stars (9096 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14758 reviews)
- [Clearbit](https://www.g2.com/products/clearbit/reviews) — 4.4/5 stars (633 reviews)
- [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) — 4.5/5 stars (3508 reviews)
- [Adobe Marketo Engage](https://www.g2.com/products/adobe-marketo-engage/reviews) — 4.1/5 stars (3136 reviews)
- [Apollo.io](https://www.g2.com/products/apollo-io/reviews) — 4.7/5 stars (9652 reviews)
- [Crunchbase](https://www.g2.com/products/crunchbase/reviews) — 4.4/5 stars (407 reviews)
- [Lead411](https://www.g2.com/products/lead411/reviews) — 4.5/5 stars (478 reviews)

### Alternatives to AdRoll ABM (Formerly RollWorks)

- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [6sense Revenue Marketing](https://www.g2.com/products/6sense-revenue-marketing/reviews) — 4.3/5 stars (1430 reviews)
- [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) — 4.5/5 stars (3508 reviews)
- [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) — 4.5/5 stars (9096 reviews)
- [StackAdapt](https://www.g2.com/products/stackadapt/reviews) — 4.7/5 stars (869 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14758 reviews)
- [Adobe Marketo Engage](https://www.g2.com/products/adobe-marketo-engage/reviews) — 4.1/5 stars (3136 reviews)
- [Apollo.io](https://www.g2.com/products/apollo-io/reviews) — 4.7/5 stars (9652 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)

### Alternatives to Foundry ABM

- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [6sense Revenue Marketing](https://www.g2.com/products/6sense-revenue-marketing/reviews) — 4.3/5 stars (1430 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (14758 reviews)
- [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) — 4.5/5 stars (9096 reviews)
- [Adobe Marketo Engage](https://www.g2.com/products/adobe-marketo-engage/reviews) — 4.1/5 stars (3136 reviews)
- [Madison Logic Platform](https://www.g2.com/products/madison-logic-platform/reviews) — 4.3/5 stars (265 reviews)
- [Uberflip a PathFactory Company](https://www.g2.com/products/uberflip-a-pathfactory-company/reviews) — 4.2/5 stars (341 reviews)
- [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) — 4.5/5 stars (3508 reviews)
- [Clearbit](https://www.g2.com/products/clearbit/reviews) — 4.4/5 stars (633 reviews)
- [6sense Sales Intelligence](https://www.g2.com/products/6sense-sales/reviews) — 4.0/5 stars (947 reviews)

---
## Top Discussions

### Metadata.io

- Title: [Do I need my own separate subscription to a DSP or 3rd Party Data Providers?](https://www.g2.com/discussions/data-providers) — 2 comments, 2 upvotes
  > **Top comment:** "Comment deleted by user."
- Title: [How does Metadata measure and prove ABM program ROI?](https://www.g2.com/discussions/how-does-metadata-measure-and-prove-abm-program-roi) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Metadata is purpose-built to measure ABM ROI in pipeline and revenue terms rather than the engagement metrics most ABM platforms report. Traditional ABM..."
- Title: [How does Metadata enable 1:1, 1:few, and 1:many ABM simultaneously?](https://www.g2.com/discussions/how-does-metadata-enable-1-1-1-few-and-1-many-abm-simultaneously) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Metadata is uniquely capable of running all three ABM models simultaneously because the platform handles the operational complexity that typically prevents..."
- Title: [How does Metadata support sales and marketing alignment in ABM programs?](https://www.g2.com/discussions/how-does-metadata-support-sales-and-marketing-alignment-in-abm-programs) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Metadata strengthens sales and marketing alignment by giving both teams shared visibility into how paid campaigns drive specific target accounts forward in..."
- Title: [How does Metadata handle target account list management for ABM campaigns?](https://www.g2.com/discussions/how-does-metadata-handle-target-account-list-management-for-abm-campaigns) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Metadata makes target account list management operationally simple by accepting account lists from any source and automatically translating them into paid..."

### 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/"

### Foundry ABM

- Title: [How often do you release new features?](https://www.g2.com/discussions/how-often-do-you-release-new-features) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Hey Binita, thanks for your question! Our technical team has a scheduled product release every 6 weeks to optimize and enhance the platform. Larger feature..."

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