# Epsilon Retail Media vs The Trade Desk Comparison
---
## AI Generated Summary
- **G2 reviewers report** that The Trade Desk excels in its **user interface** , which many find easy to navigate. Users appreciate how the platform allows agencies to run ads on behalf of clients, making it a popular choice for programmatic advertising.
- **Users say** Epsilon Retail Media stands out for its **precise audience targeting** using real customer purchase data. This capability helps eliminate guesswork in reaching the right shoppers, making campaigns more effective for businesses.
- **Reviewers mention** that The Trade Desk offers superior **audience targeting capabilities** , allowing users to run campaigns across various formats like display, CTV, and audio. This flexibility is a key reason why many users remain loyal to the platform.
- **According to verified reviews** , Epsilon Retail Media is praised for its **hyper-targeted advertising** , which is particularly beneficial for retail merchants looking to reach relevant audiences. Users find this feature essential for their marketing strategies.
- **G2 reviewers highlight** The Trade Desk's strong **support quality** , with many users noting the platform's ability to integrate seamlessly with various data sources. This integration capability is often cited as a significant advantage in optimizing advertising efforts.
- **Users report** that while both platforms have their strengths, The Trade Desk generally receives higher ratings for **overall satisfaction** and **ease of use** , with many appreciating its AI-driven optimizations that reduce manual work over time.



| | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 26 | 185 | 
| **Largest Market Segment** | Small-Business (57.7% of reviews) | Mid-Market (42.9% of reviews) | 
| **Entry Level Price** | No pricing available | Contact Us | 

---
## Top Pros & Cons

### Epsilon Retail Media

Pros:
- Advertising (1 reviews)
- Targeting (1 reviews)

Cons:
- Complexity (1 reviews)
- Navigation Issues (1 reviews)

### The Trade Desk

Pros:
- Features (31 reviews)
- Ease of Use (27 reviews)

Cons:
- Learning Curve (20 reviews)
- Expensive (13 reviews)

---
## Ratings Comparison
| Rating | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
  | **Meets Requirements** | 8.0 (16 reviews) | 8.6 (157 reviews) | 
  | **Ease of Use** | 8.1 (16 reviews) | 8.1 (155 reviews) | 
  | **Ease of Setup** | 8.1 (9 reviews) | 8.3 (121 reviews) | 
  | **Ease of Admin** | 8.1 (6 reviews) | 8.3 (72 reviews) | 
  | **Quality of Support** | 8.0 (15 reviews) | 8.8 (156 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (6 reviews) | 8.8 (76 reviews) | 
  | **Product Direction (% positive)** | 7.7 (15 reviews) | 8.8 (150 reviews) | 

---
## Pricing

### Epsilon Retail Media

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### The Trade Desk

#### Entry-Level Pricing

Plan: The Trade Desk Pricing Overview

Price: Contact Us

Key Features:
- Ad Serving
- Audience Building
- Forecasting

[Learn more about The Trade Desk](https://www.g2.com/products/the-trade-desk/reviews)

#### Free Trial

No

---
## Features Comparison By Category

### Display Advertising

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 8.5/10 | 126 |

#### Channel Functionality

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Display Functionality** | Not enough data | 8.8 (85 reviews) | 

#### Platform Interoperability

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Close Ecosystem API** | Not enough data | 8.1 (48 reviews) | 

#### Agentic AI - Display Advertising

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.6 (12 reviews) | 
| **Multi-step Planning** | Not enough data | 8.9 (11 reviews) | 
| **Cross-system Integration** | Not enough data | 8.5 (11 reviews) | 
| **Adaptive Learning** | Not enough data | 8.5 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 8.5 (13 reviews) | 
| **Decision Making** | Not enough data | 8.2 (12 reviews) | 

#### Campaign Management

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Campaign Dashboard** | Not enough data | 8.0 (111 reviews) ✓ Verified | 
| **Campaign Optimization** | Not enough data | 8.4 (107 reviews) ✓ Verified | 
| **Reach** | Not enough data | 8.6 (106 reviews) ✓ Verified | 
| **Bulk Editing** | Not enough data | 7.7 (101 reviews) ✓ Verified | 
| **Batch Uploading** | Not enough data | 7.9 (101 reviews) ✓ Verified | 
| **Brand Safety** | Not enough data | 8.5 (86 reviews) ✓ Verified | 
| **Fraud Protection** | Not enough data | 8.6 (87 reviews) ✓ Verified | 
| **Frequency Capping** | Not enough data | 8.6 (89 reviews) ✓ Verified | 
| **Budget Pacing** | Not enough data | 8.3 (103 reviews) ✓ Verified | 
| **Creative Optimization** | Not enough data | 7.9 (83 reviews) ✓ Verified | 
| **Rich Media Capabilties** | Not enough data | 8.0 (87 reviews) ✓ Verified | 
| **In-App Ads** | Not enough data | 8.1 (87 reviews) ✓ Verified | 
| **Mobile Rich Media Capabilities** | Not enough data | 7.9 (88 reviews) ✓ Verified | 

#### Targeting

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Targeting** | Not enough data | 8.8 (103 reviews) ✓ Verified | 
| **Retargeting** | Not enough data | 8.7 (97 reviews) ✓ Verified | 
| **Geo-Targeting** | Not enough data | 8.8 (97 reviews) ✓ Verified | 
| **Contextual Targeting** | Not enough data | 8.6 (83 reviews) ✓ Verified | 

#### Platform

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **API / Integrations** | Not enough data | 8.1 (80 reviews) ✓ Verified | 
| **Custom Reports** | Not enough data | 7.5 (97 reviews) ✓ Verified | 
| **User, Role, and Access Management** | Not enough data | 8.5 (92 reviews) | 
| **Performance and Reliability** | Not enough data | 8.4 (96 reviews) ✓ Verified | 
| **Enterprise Scalability** | Not enough data | 8.4 (88 reviews) ✓ Verified | 
| **Customization** | Not enough data | 8.0 (88 reviews) ✓ Verified | 
| **Workflow Capability** | Not enough data | 8.0 (80 reviews) ✓ Verified | 
| **Internationalization** | Not enough data | 8.0 (81 reviews) ✓ Verified | 
| **Notifications** | Not enough data | 8.0 (86 reviews) ✓ Verified | 

### Mobile Advertising

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 8.8/10 | 124 |

#### Platform Interoperability

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Close Ecosystem API** | Not enough data | 8.2 (30 reviews) | 

#### Mobile Functionality

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Mobile Functionality** | Not enough data | 9.0 (53 reviews) | 

#### Agentic AI - Mobile Advertising

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.7 (5 reviews) | 
| **Multi-step Planning** | Not enough data | 9.3 (5 reviews) | 
| **Cross-system Integration** | Not enough data | 9.0 (5 reviews) | 
| **Adaptive Learning** | Not enough data | 9.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | 9.3 (5 reviews) | 
| **Decision Making** | Not enough data | 9.4 (6 reviews) | 

#### Campaign Management

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Campaign Dashboard** | Not enough data | 8.0 (111 reviews) ✓ Verified | 
| **Campaign Optimization** | Not enough data | 8.4 (107 reviews) ✓ Verified | 
| **Reach** | Not enough data | 8.6 (106 reviews) ✓ Verified | 
| **Bulk Editing** | Not enough data | 7.7 (101 reviews) ✓ Verified | 
| **Batch Uploading** | Not enough data | 7.9 (101 reviews) ✓ Verified | 
| **Brand Safety** | Not enough data | 8.5 (86 reviews) ✓ Verified | 
| **Fraud Protection** | Not enough data | 8.6 (87 reviews) ✓ Verified | 
| **Frequency Capping** | Not enough data | 8.6 (89 reviews) ✓ Verified | 
| **Budget Pacing** | Not enough data | 8.3 (103 reviews) ✓ Verified | 
| **Creative Optimization** | Not enough data | 7.9 (83 reviews) ✓ Verified | 
| **Rich Media Capabilties** | Not enough data | 8.0 (87 reviews) ✓ Verified | 
| **In-App Ads** | Not enough data | 8.1 (87 reviews) ✓ Verified | 
| **Mobile Rich Media Capabilities** | Not enough data | 7.9 (88 reviews) ✓ Verified | 

#### Targeting

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Targeting** | Not enough data | 8.8 (103 reviews) ✓ Verified | 
| **Retargeting** | Not enough data | 8.7 (97 reviews) ✓ Verified | 
| **Geo-Targeting** | Not enough data | 8.8 (97 reviews) ✓ Verified | 
| **Contextual Targeting** | Not enough data | 8.6 (83 reviews) ✓ Verified | 

#### Mobile

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Mobile Tracking** | Not enough data | 8.4 (48 reviews) | 
| **In-App Ads** | Not enough data | 8.1 (87 reviews) ✓ Verified | 
| **Mobile Rich Media Capabilities** | Not enough data | 7.9 (88 reviews) ✓ Verified | 

#### Platform

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **API / Integrations** | Not enough data | 8.1 (80 reviews) ✓ Verified | 
| **Custom Reports** | Not enough data | 7.5 (97 reviews) ✓ Verified | 
| **User, Role, and Access Management** | Not enough data | 8.5 (92 reviews) | 
| **Performance and Reliability** | Not enough data | 8.4 (96 reviews) ✓ Verified | 
| **Enterprise Scalability** | Not enough data | 8.4 (88 reviews) ✓ Verified | 
| **Customization** | Not enough data | 8.0 (88 reviews) ✓ Verified | 
| **Workflow Capability** | Not enough data | 8.0 (80 reviews) ✓ Verified | 
| **Internationalization** | Not enough data | 8.0 (81 reviews) ✓ Verified | 
| **Notifications** | Not enough data | 8.0 (86 reviews) ✓ Verified | 

### Video Advertising

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 8.3/10 | 123 |

#### Platform Interoperability

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Close Ecosystem API** | Not enough data | 8.0 (42 reviews) | 

#### Video Functionality

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Video Functionality** | Not enough data | 8.6 (64 reviews) | 

#### Agentic AI - Video Advertising

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.8 (12 reviews) | 
| **Multi-step Planning** | Not enough data | 8.1 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 8.2 (13 reviews) | 
| **Adaptive Learning** | Not enough data | 8.1 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 8.1 (12 reviews) | 
| **Decision Making** | Not enough data | 8.2 (14 reviews) | 

#### Campaign Management

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Campaign Dashboard** | Not enough data | 8.0 (111 reviews) ✓ Verified | 
| **Campaign Optimization** | Not enough data | 8.4 (107 reviews) ✓ Verified | 
| **Reach** | Not enough data | 8.6 (106 reviews) ✓ Verified | 
| **Bulk Editing** | Not enough data | 7.7 (101 reviews) ✓ Verified | 
| **Batch Uploading** | Not enough data | 7.9 (101 reviews) ✓ Verified | 
| **Brand Safety** | Not enough data | 8.5 (86 reviews) ✓ Verified | 
| **Fraud Protection** | Not enough data | 8.6 (87 reviews) ✓ Verified | 
| **Frequency Capping** | Not enough data | 8.6 (89 reviews) ✓ Verified | 
| **Budget Pacing** | Not enough data | 8.3 (103 reviews) ✓ Verified | 
| **Creative Optimization** | Not enough data | 7.9 (83 reviews) ✓ Verified | 
| **Rich Media Capabilties** | Not enough data | 8.0 (87 reviews) ✓ Verified | 
| **In-App Ads** | Not enough data | 8.1 (87 reviews) ✓ Verified | 
| **Mobile Rich Media Capabilities** | Not enough data | 7.9 (88 reviews) ✓ Verified | 

#### Targeting

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Targeting** | Not enough data | 8.8 (103 reviews) ✓ Verified | 
| **Retargeting** | Not enough data | 8.7 (97 reviews) ✓ Verified | 
| **Geo-Targeting** | Not enough data | 8.8 (97 reviews) ✓ Verified | 
| **Contextual Targeting** | Not enough data | 8.6 (83 reviews) ✓ Verified | 

#### Platform

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **API / Integrations** | Not enough data | 8.1 (80 reviews) ✓ Verified | 
| **Custom Reports** | Not enough data | 7.5 (97 reviews) ✓ Verified | 
| **User, Role, and Access Management** | Not enough data | 8.5 (92 reviews) | 
| **Performance and Reliability** | Not enough data | 8.4 (96 reviews) ✓ Verified | 
| **Enterprise Scalability** | Not enough data | 8.4 (88 reviews) ✓ Verified | 
| **Customization** | Not enough data | 8.0 (88 reviews) ✓ Verified | 
| **Workflow Capability** | Not enough data | 8.0 (80 reviews) ✓ Verified | 
| **Internationalization** | Not enough data | 8.0 (81 reviews) ✓ Verified | 
| **Notifications** | Not enough data | 8.0 (86 reviews) ✓ Verified | 

### Digital Audio Advertising

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 8.5/10 | 16 |

#### Platform Basics

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Cross-Device Advertising** | Not enough data | 9.0 (15 reviews) | 
| **Audio Ad Formats** | Not enough data | 8.7 (15 reviews) | 
| **Programmatic Audio** | Not enough data | 8.6 (13 reviews) | 
| **Audience Targeting** | Not enough data | 8.8 (13 reviews) | 

#### Platform Reporting

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Performance Monitoring** | Not enough data | 8.8 (13 reviews) | 
| **Reporting Dashboards** | Not enough data | 8.2 (13 reviews) | 
| **Dashboard Exports** | Not enough data | 8.7 (13 reviews) | 
| **Music Genre Reporting** | Not enough data | Feature Not Available | 

#### Agentic AI - Digital Audio Advertising

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (8 reviews) | 
| **Multi-step Planning** | Not enough data | 8.6 (7 reviews) | 
| **Cross-system Integration** | Not enough data | 8.3 (8 reviews) | 
| **Adaptive Learning** | Not enough data | 8.1 (7 reviews) | 
| **Proactive Assistance** | Not enough data | 8.3 (9 reviews) | 
| **Decision Making** | Not enough data | 8.5 (8 reviews) | 

### Retail Media Advertising Platforms

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | 8.0/10 | 10 |
| **The Trade Desk** | 8.1/10 | 6 |

#### Platform Basics

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Ad Serving Rules** | 7.3 (8 reviews) | 8.1 (6 reviews) | 
| **Sponsored Product Listing Ads** | 8.5 (9 reviews) | 6.7 (6 reviews) | 
| **Banner Ads** | 8.5 (8 reviews) | 8.3 (6 reviews) | 
| **Display Ads** | 8.5 (8 reviews) | 8.9 (6 reviews) | 

#### Platform Data

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Reporting Performance Metrics** | 7.4 (9 reviews) | 8.3 (6 reviews) | 
| **Data Filtering** | 7.9 (8 reviews) | 8.3 (6 reviews) | 
| **Reporting Dashboards** | 7.0 (9 reviews) | 8.6 (6 reviews) | 

#### Platform Additional Functionality

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Offline Ads** | 7.5 (6 reviews) | 6.4 (6 reviews) | 
| **Video Ads** | 8.3 (6 reviews) | 8.3 (6 reviews) | 
| **Team Collaboration** | 8.3 (7 reviews) | 8.6 (6 reviews) | 
| **Integrations** | 8.6 (6 reviews) | 8.6 (6 reviews) | 

#### Agentic AI - Retail Media Advertising Platforms

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Demand Side Platform (DSP)

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 8.4/10 | 126 |

#### Demand Side Platforms

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Cross Channel Capabilities ** | Not enough data | 8.6 (66 reviews) | 

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

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.4 (16 reviews) | 
| **Multi-step Planning** | Not enough data | 8.3 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 8.3 (15 reviews) | 
| **Adaptive Learning** | Not enough data | 8.2 (14 reviews) | 
| **Proactive Assistance** | Not enough data | 8.7 (15 reviews) | 
| **Decision Making** | Not enough data | 8.6 (15 reviews) | 

#### Campaign Management

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Campaign Dashboard** | Not enough data | 8.0 (111 reviews) ✓ Verified | 
| **Campaign Optimization** | Not enough data | 8.4 (107 reviews) ✓ Verified | 
| **Reach** | Not enough data | 8.6 (106 reviews) ✓ Verified | 
| **Bulk Editing** | Not enough data | 7.7 (101 reviews) ✓ Verified | 
| **Batch Uploading** | Not enough data | 7.9 (101 reviews) ✓ Verified | 
| **Brand Safety** | Not enough data | 8.5 (86 reviews) ✓ Verified | 
| **Fraud Protection** | Not enough data | 8.6 (87 reviews) ✓ Verified | 
| **Frequency Capping** | Not enough data | 8.6 (89 reviews) ✓ Verified | 
| **Budget Pacing** | Not enough data | 8.3 (103 reviews) ✓ Verified | 
| **Creative Optimization** | Not enough data | 7.9 (83 reviews) ✓ Verified | 
| **Rich Media Capabilties** | Not enough data | 8.0 (87 reviews) ✓ Verified | 
| **In-App Ads** | Not enough data | 8.1 (87 reviews) ✓ Verified | 
| **Mobile Rich Media Capabilities** | Not enough data | 7.9 (88 reviews) ✓ Verified | 

#### Targeting

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Targeting** | Not enough data | 8.8 (103 reviews) ✓ Verified | 
| **Retargeting** | Not enough data | 8.7 (97 reviews) ✓ Verified | 
| **Geo-Targeting** | Not enough data | 8.8 (97 reviews) ✓ Verified | 
| **Contextual Targeting** | Not enough data | 8.6 (83 reviews) ✓ Verified | 

#### Demand Side Platforms

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Machine Learning Optimization** | Not enough data | 8.5 (85 reviews) ✓ Verified | 
| **Estimate and Projections** | Not enough data | 7.9 (81 reviews) ✓ Verified | 
| **Cross-Device Capabilities** | Not enough data | 8.6 (80 reviews) ✓ Verified | 

#### Platform

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **API / Integrations** | Not enough data | 8.1 (80 reviews) ✓ Verified | 
| **Custom Reports** | Not enough data | 7.5 (97 reviews) ✓ Verified | 
| **User, Role, and Access Management** | Not enough data | 8.5 (92 reviews) | 
| **Performance and Reliability** | Not enough data | 8.4 (96 reviews) ✓ Verified | 
| **Enterprise Scalability** | Not enough data | 8.4 (88 reviews) ✓ Verified | 
| **Customization** | Not enough data | 8.0 (88 reviews) ✓ Verified | 
| **Workflow Capability** | Not enough data | 8.0 (80 reviews) ✓ Verified | 
| **Internationalization** | Not enough data | 8.0 (81 reviews) ✓ Verified | 
| **Notifications** | Not enough data | 8.0 (86 reviews) ✓ Verified | 

### Connected TV (CTV) Advertising Platforms

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 8.2/10 | 19 |

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

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Personalized Segmentation** | Not enough data | 8.5 (17 reviews) | 
| **Ad Serving ** | Not enough data | 8.1 (17 reviews) | 
| **Streaming Capabilites** | Not enough data | 8.2 (17 reviews) | 
| **Performance Analytics** | Not enough data | 8.0 (15 reviews) | 

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

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Creative Assets** | Not enough data | 8.6 (15 reviews) | 
| **Campaign Dashboard** | Not enough data | 8.4 (15 reviews) | 

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

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.1 (9 reviews) | 
| **Multi-step Planning** | Not enough data | 7.8 (9 reviews) | 
| **Cross-system Integration** | Not enough data | 8.0 (9 reviews) | 
| **Adaptive Learning** | Not enough data | 8.2 (10 reviews) | 
| **Proactive Assistance** | Not enough data | 8.0 (9 reviews) | 
| **Decision Making** | Not enough data | 8.3 (10 reviews) | 

### Cross-Channel Advertising

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | N/A | N/A |

#### Agentic AI - Cross-Channel Advertising

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Native Advertising

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 8.3/10 | 11 |

#### Agentic AI - Native Advertising

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (10 reviews) | 
| **Multi-step Planning** | Not enough data | 8.5 (10 reviews) | 
| **Cross-system Integration** | Not enough data | 8.0 (9 reviews) | 
| **Adaptive Learning** | Not enough data | 8.3 (10 reviews) | 
| **Proactive Assistance** | Not enough data | 8.3 (10 reviews) | 
| **Decision Making** | Not enough data | 8.5 (11 reviews) | 

### Mobile Marketing

| Product | Score | Reviews |
|---|---|---|
| **Epsilon Retail Media** | N/A | N/A |
| **The Trade Desk** | 9.0/10 | 31 |

#### Analysis

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Application Attribution** | Not enough data | 9.3 (12 reviews) | 
| **Campaign Analysis** | Not enough data | 9.1 (19 reviews) | 
| **Uninstall Tracking** | Not enough data | 8.9 (11 reviews) | 
| **Custom Dashboards** | Not enough data | 8.2 (15 reviews) | 

#### Campaigns

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Proximity Marketing** | Not enough data | 8.5 (12 reviews) | 
| **Push Notifications** | Not enough data | Feature Not Available | 
| **Bulk SMS** | Not enough data | Feature Not Available | 
| **Two-Way Text Messaging** | Not enough data | Feature Not Available | 
| **Email Campaigns** | Not enough data | 8.5 (12 reviews) | 
| **Audience Segmentation** | Not enough data | 9.2 (21 reviews) | 

#### Engagement

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Coupons and Promotions** | Not enough data | 8.9 (12 reviews) | 

#### Platform

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Optimization** | Not enough data | 9.1 (23 reviews) | 
| **Integrations - Mobile Marketing** | Not enough data | 9.3 (25 reviews) | 
| **Internationalization** | Not enough data | 8.7 (13 reviews) | 

#### Agentic AI - Mobile Marketing

| Feature | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.0 (8 reviews) | 
| **Multi-step Planning** | Not enough data | 9.0 (7 reviews) | 
| **Cross-system Integration** | Not enough data | 9.4 (8 reviews) | 
| **Adaptive Learning** | Not enough data | 9.2 (8 reviews) | 
| **Proactive Assistance** | Not enough data | 8.7 (9 reviews) | 
| **Decision Making** | Not enough data | 9.3 (9 reviews) | 

---
## Categories
**Shared Categories (1):** [Retail Media Advertising Platforms ](https://www.g2.com/categories/retail-media-advertising-platforms)


**Unique to The Trade Desk (9):** [Demand Side Platform (DSP)](https://www.g2.com/categories/demand-side-platform-dsp), [Connected TV (CTV) Advertising Platforms](https://www.g2.com/categories/connected-tv-ctv-advertising-platforms), [Cross-Channel Advertising Software](https://www.g2.com/categories/cross-channel-advertising), [Mobile Advertising Software](https://www.g2.com/categories/mobile-advertising), [Native Advertising Software](https://www.g2.com/categories/native-advertising), [Video Advertising Software](https://www.g2.com/categories/video-advertising), [Display Advertising Software](https://www.g2.com/categories/display-advertising), [Digital Audio Advertising Software](https://www.g2.com/categories/digital-audio-advertising), [Mobile Marketing Software](https://www.g2.com/categories/mobile-marketing)


---
## Reviewer Demographics

### By Company Size

| Segment | Epsilon Retail Media | The Trade Desk | 
|---|---|---|
| **Small-Business** | 57.7% | 32.0% | 
| **Mid-Market** | 26.9% | 42.9% | 
| **Enterprise** | 15.4% | 25.1% | 

### By Industry

#### Epsilon Retail Media

- **Marketing and Advertising:** 15.4%
- **Consumer Goods:** 11.5%
- **Retail:** 7.7%
- **Hospitality:** 7.7%
- **Food & Beverages:** 7.7%
- **Accounting:** 3.8%
- **Airlines/Aviation:** 3.8%
- **Automotive:** 3.8%
- **Broadcast Media:** 3.8%
- **Facilities Services:** 3.8%
- **Other:** 30.8%

#### The Trade Desk

- **Marketing and Advertising:** 61.5%
- **Computer Software:** 3.6%
- **Retail:** 3.6%
- **Information Technology and Services:** 2.4%
- **Internet:** 2.4%
- **Consumer Goods:** 1.8%
- **Leisure, Travel & Tourism:** 1.8%
- **Banking:** 1.8%
- **Automotive:** 1.8%
- **Manufacturing:** 1.8%
- **Other:** 17.8%

---
## Alternatives

### Alternatives to Epsilon Retail Media

- [Skai](https://www.g2.com/products/skai/reviews) — 4.0/5 stars (297 reviews)
- [Stackline](https://www.g2.com/products/stackline/reviews) — 4.4/5 stars (245 reviews)
- [Quartile](https://www.g2.com/products/quartile-quartile/reviews) — 4.6/5 stars (214 reviews)
- [Teikametrics](https://www.g2.com/products/teikametrics/reviews) — 4.5/5 stars (125 reviews)
- [Intentwise](https://www.g2.com/products/intentwise/reviews) — 4.8/5 stars (102 reviews)
- [Perpetua](https://www.g2.com/products/perpetua/reviews) — 4.4/5 stars (79 reviews)
- [FCC Ads Manager](https://www.g2.com/products/fcc-ads-manager/reviews) — 4.3/5 stars (69 reviews)
- [AdButler](https://www.g2.com/products/adbutler/reviews) — 4.5/5 stars (64 reviews)
- [Kevel](https://www.g2.com/products/kevel/reviews) — 4.5/5 stars (43 reviews)
- [Xneeti OneOS](https://www.g2.com/products/xneeti-oneos/reviews) — 4.8/5 stars (48 reviews)

### Alternatives to The Trade Desk

- [StackAdapt](https://www.g2.com/products/stackadapt/reviews) — 4.7/5 stars (886 reviews)
- [AdRoll](https://www.g2.com/products/adroll/reviews) — 4.1/5 stars (787 reviews)
- [Viant Technology](https://www.g2.com/products/viant-technology-llc-viant-technology/reviews) — 4.2/5 stars (311 reviews)
- [Quantcast Platform](https://www.g2.com/products/quantcast-platform/reviews) — 4.2/5 stars (191 reviews)
- [Basis](https://www.g2.com/products/basis/reviews) — 4.5/5 stars (287 reviews)
- [Criteo Commerce Growth](https://www.g2.com/products/criteo-commerce-growth/reviews) — 3.8/5 stars (242 reviews)
- [Simpli.fi](https://www.g2.com/products/simpli-fi/reviews) — 4.5/5 stars (154 reviews)
- [Choozle](https://www.g2.com/products/choozle/reviews) — 4.2/5 stars (211 reviews)
- [Google Marketing Platform](https://www.g2.com/products/google-marketing-platform/reviews) — 4.1/5 stars (300 reviews)
- [Yahoo AdTech DSP](https://www.g2.com/products/yahoo-adtech-dsp/reviews) — 3.6/5 stars (181 reviews)

---
## Top Discussions

### Epsilon Retail Media

No discussions available for this product.

### The Trade Desk

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/epsilon-retail-media-vs-the-trade-desk)