# Bloomreach vs Treasure Data Customer Data Platform Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Treasure Data Customer Data Platform excels in integrating data from multiple channels seamlessly, providing a near real-time view of web activities. Users appreciate its ability to create a comprehensive 360-degree view of customer profiles, which simplifies marketing operations significantly.
- **Users say** Bloomreach shines in its all-in-one approach, combining customer data, segmentation, personalization, and campaign automation into a single platform. This integration allows for the creation of more relevant customer journeys without the need for manual setup, making it a favorite for those looking to streamline their marketing efforts.
- **Reviewers mention** that while Treasure Data offers a flexible platform that handles large volumes of data well, some users find it challenging to match their specific workflow needs, particularly during the setup phase. However, its ease of integration with other tools is frequently highlighted as a strong point.
- **According to verified reviews** , Bloomreach's reporting tools are particularly user-friendly, enabling marketers to track data effectively. Users find it beneficial for managing ongoing newsletters and customer journeys, which enhances their overall marketing strategy.
- **G2 reviewers note** that while both platforms have strong support ratings, Bloomreach edges out with a slightly higher quality of support score. Users have expressed satisfaction with the responsiveness and helpfulness of Bloomreach's support team, which can be crucial for businesses needing timely assistance.
- **Users highlight** that Treasure Data's advanced analytics features are a significant advantage, allowing teams to unify data from various sources like CRM systems. This capability is particularly valuable for organizations looking to leverage data for deeper insights and more effective marketing strategies.



| | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 764 | 164 | 
| **Largest Market Segment** | Mid-Market (49.5% of reviews) | Enterprise (40.0% of reviews) | 
| **Entry Level Price** | Contact Us 1 License Per Year | Free Trial Per Year | 

---
## Top Pros & Cons

### Bloomreach

Pros:
- Ease of Use (211 reviews)
- Features (182 reviews)

Cons:
- Learning Curve (145 reviews)
- Limited Features (103 reviews)

### Treasure Data Customer Data Platform

Pros:
- Ease of Use (11 reviews)
- Easy Integration (11 reviews)

Cons:
- Technical Expertise Required (7 reviews)
- Learning Curve (6 reviews)

---
## Ratings Comparison
| Rating | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
  | **Meets Requirements** | 8.9 (624 reviews) | 8.5 (138 reviews) | 
  | **Ease of Use** | 8.3 (635 reviews) | 8.4 (142 reviews) | 
  | **Ease of Setup** | 7.8 (340 reviews) | 8.2 (84 reviews) | 
  | **Ease of Admin** | 8.4 (279 reviews) | 8.4 (81 reviews) | 
  | **Quality of Support** | 9.2 (620 reviews) | 8.9 (136 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (281 reviews) | 9.1 (83 reviews) | 
  | **Product Direction (% positive)** | 9.2 (597 reviews) | 9.0 (134 reviews) | 

---
## Pricing

### Bloomreach

#### Entry-Level Pricing

Plan: Autonomous Marketing

Price: Contact Us 1 License Per Year

Description: AI-driven marketing automation with 251% ROI over a 3-year period

Key Features:
- Email marketing
- SMS and mobile marketing
- Ad optimization

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

#### Free Trial

Yes

### Treasure Data Customer Data Platform

#### Entry-Level Pricing

Plan: Try for free

Price: Free Trial Per Year

Description: Treasure Data offers complimentary proof of concepts (POCs) to try our CDP for free using your own data. Through the Trade-Up program, you can also switch Treasure Data and only pay in full after your incumbent CDP contract ends.

Key Features:
- https://www.treasuredata.com/product/pricing/
- https://www.treasuredata.com/cdp-poc/
- https://www.treasuredata.com/cdp-trade-up/

[Learn more about Treasure Data Customer Data Platform](https://www.g2.com/products/treasure-data-customer-data-platform/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Marketing Automation

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.1/10 | 429 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Email Marketing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Building and Personalizing Emails** | 9.1 (369 reviews) ✓ Verified | Not enough data | 
| **Sending Outbound Emails** | 9.2 (346 reviews) ✓ Verified | Not enough data | 
| **Manage Email Deliverability** | 8.9 (337 reviews) ✓ Verified | Not enough data | 
| **Automated Email Responses** | 8.9 (319 reviews) ✓ Verified | Not enough data | 

#### Online Marketing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Landing Pages and Forms** | 7.7 (254 reviews) ✓ Verified | Not enough data | 
| **Dynamic Content** | 8.6 (319 reviews) ✓ Verified | Not enough data | 
| **A/B Testing** | 8.8 (346 reviews) ✓ Verified | Not enough data | 
| **Mobile Optimized** | 8.4 (316 reviews) ✓ Verified | Not enough data | 
| **Search Tracking and Optimization** | 7.9 (208 reviews) | Not enough data | 

#### Lead Management

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Marketing Lead Database** | 8.8 (273 reviews) ✓ Verified | Not enough data | 
| **Data Quality Management** | 8.5 (293 reviews) ✓ Verified | Not enough data | 
| **Segmentation** | 9.2 (338 reviews) ✓ Verified | Not enough data | 
| **Lead Scoring and Grading** | 8.2 (224 reviews) ✓ Verified | Not enough data | 
| **Lead Nurturing** | 8.4 (238 reviews) ✓ Verified | Not enough data | 
| **Online Behavior Tracking** | 8.8 (299 reviews) ✓ Verified | Not enough data | 
| **Automated Alerts and Tasks** | 8.2 (246 reviews) ✓ Verified | Not enough data | 
| **CRM Lead Integration** | 8.5 (247 reviews) ✓ Verified | Not enough data | 

#### Campaign Management

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Program Management** | 8.3 (250 reviews) ✓ Verified | Not enough data | 
| **Event / Webinar Marketing** | 7.7 (177 reviews) | Not enough data | 
| **Calendaring** | 7.6 (185 reviews) ✓ Verified | Not enough data | 
| **Budgeting** | 7.1 (166 reviews) | Not enough data | 

#### Social

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Social Listening** | 7.2 (150 reviews) | Not enough data | 
| **Social Sharing** | 7.4 (154 reviews) | Not enough data | 
| **Social Campaigns** | 7.4 (169 reviews) ✓ Verified | Not enough data | 
| **Social Media Engagement** | 7.2 (154 reviews) ✓ Verified | Not enough data | 
| **Social Media Advertising** | 7.7 (186 reviews) ✓ Verified | Not enough data | 

#### Reporting & Analytics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Basic Reporting** | 8.6 (339 reviews) ✓ Verified | Not enough data | 
| **Web Analytics** | 8.4 (287 reviews) ✓ Verified | Not enough data | 
| **ROI Analytics** | 8.2 (255 reviews) ✓ Verified | Not enough data | 
| **Revenue Analytics** | 8.2 (263 reviews) ✓ Verified | Not enough data | 
| **SEO / Keyword Analytics** | 7.1 (157 reviews) | Not enough data | 

#### Platform

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Customization ** | 8.6 (254 reviews) ✓ Verified | Not enough data | 
| **Workflow Capability** | 8.6 (232 reviews) ✓ Verified | Not enough data | 
| **User, Role, and Access Management** | 8.7 (258 reviews) ✓ Verified | Not enough data | 
| **Internationalization** | 8.4 (200 reviews) ✓ Verified | Not enough data | 
| **Sandbox / Test Environments** | 8.4 (218 reviews) ✓ Verified | Not enough data | 
| **Performance and Reliability** | 8.8 (249 reviews) ✓ Verified | Not enough data | 
| **Output Document Generation** | 8.0 (186 reviews) ✓ Verified | Not enough data | 

#### Agentic AI - Marketing Automation

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | 7.5 (21 reviews) | Not enough data | 
| **Multi-step Planning** | 7.2 (20 reviews) | Not enough data | 
| **Cross-system Integration** | 7.0 (19 reviews) | Not enough data | 
| **Adaptive Learning** | 7.1 (18 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (19 reviews) | Not enough data | 
| **Decision Making** | 7.3 (20 reviews) | Not enough data | 

#### Integration

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Data Import & Export Tools** | 8.5 (259 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.4 (251 reviews) ✓ Verified | Not enough data | 
| **Breadth of Partner Applications** | 7.8 (212 reviews) ✓ Verified | Not enough data | 

### Web Content Management

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.1/10 | 64 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Content

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Content Authoring** | 8.2 (51 reviews) | Not enough data | 
| **Rich Text Editor** | 8.3 (52 reviews) | Not enough data | 
| **Versioning** | 8.0 (52 reviews) | Not enough data | 
| **Plug-ins/Widgets/Apps** | 8.0 (46 reviews) | Not enough data | 
| **Approval Process** | 7.8 (48 reviews) | Not enough data | 
| **Content Scheduling** | 8.7 (54 reviews) | Not enough data | 
| **Asset Management** | 8.6 (53 reviews) | Not enough data | 
| **Internal Search** | 8.3 (51 reviews) | Not enough data | 
| **Content Repository** | 8.4 (47 reviews) | Not enough data | 

#### Design

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Breadth of Pre-Built Templates** | 7.8 (47 reviews) | Not enough data | 
| **Mobile** | 7.9 (52 reviews) | Not enough data | 
| **Branding/Themes** | 8.0 (47 reviews) | Not enough data | 
| **Customization** | 8.6 (52 reviews) | Not enough data | 

#### Platform

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **User Community** | 7.9 (46 reviews) | Not enough data | 
| **SEO** | 7.4 (42 reviews) | Not enough data | 
| **Flexible Navigation Structures** | 8.0 (43 reviews) | Not enough data | 
| **User, Role, and Access Management** | 8.7 (50 reviews) | Not enough data | 
| **Enterprise Scalability** | 8.5 (45 reviews) | Not enough data | 
| **Internationalization** | 8.0 (41 reviews) | Not enough data | 
| **Dashboards and Reports** | 8.2 (53 reviews) | Not enough data | 
| **API / Integrations** | 8.4 (53 reviews) | Not enough data | 

#### Agentic AI - Web Content Management

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 

### Conversational Marketing

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.5/10 | 7 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Messenger

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Sequencing** | Not enough data | Not enough data | 
| **AI** | Not enough data | Not enough data | 
| **Live Chat** | 8.7 (5 reviews) | Not enough data | 
| **Customization Interface** | 7.7 (5 reviews) | Not enough data | 

#### Channels

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Social Media** | 8.0 (5 reviews) | Not enough data | 
| **Website** | Not enough data | Not enough data | 
| **Text Message (SMS)** | 9.3 (5 reviews) | Not enough data | 
| **Voice Assistants** | Not enough data | Not enough data | 
| **Other** | Not enough data | Not enough data | 

#### Customers

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Targeting** | Not enough data | Not enough data | 
| **Profiles** | 8.7 (5 reviews) | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Lead Gathering** | Not enough data | Not enough data | 
| **Sales Conversion** | Not enough data | Not enough data | 

#### Agentic AI - Conversational Marketing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **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 | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Digital Experience Platforms (DXP)

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.1/10 | 94 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Analytics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Web Analytics** | 8.3 (76 reviews) | Not enough data | 
| **Campaign Tracking** | 8.7 (80 reviews) | Not enough data | 
| **Audience Insights** | 8.4 (77 reviews) | Not enough data | 
| **Reports & Dashboards** | 8.4 (81 reviews) | Not enough data | 
| **Personalization** | 8.7 (80 reviews) | Not enough data | 
| **Marketing Automation** | 8.8 (77 reviews) | Not enough data | 

#### Content Management

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Customizable Templated Workflows** | 8.2 (72 reviews) | Not enough data | 
| **Asset Management** | 8.0 (74 reviews) | Not enough data | 
| **Portals and Sites** | 7.5 (52 reviews) | Not enough data | 

#### Design & Development

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **No-Code App Development** | 6.5 (19 reviews) | Not enough data | 
| **Low-Code App Development** | 7.4 (56 reviews) | Not enough data | 
| **Self-Service Capabilities** | 8.1 (65 reviews) | Not enough data | 

#### Agentic AI - Digital Experience Platforms

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | 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 | 

### E-Commerce Personalization

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.3/10 | 108 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Visitor Behavior

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Monitoring** | 8.2 (83 reviews) | Not enough data | 
| **Targeting** | 8.9 (82 reviews) | Not enough data | 
| **Guided Selling** | 7.4 (68 reviews) | Not enough data | 

#### Templates

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Library** | 7.5 (78 reviews) | Not enough data | 
| **Customization** | 8.3 (90 reviews) | Not enough data | 
| **Optimization** | 8.2 (84 reviews) | Not enough data | 

#### Personalization

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Recommendation** | 8.3 (83 reviews) | Not enough data | 
| **Content** | 8.1 (81 reviews) | Not enough data | 
| **Cart Abandonment** | 8.6 (80 reviews) | Not enough data | 
| **Search** | 7.4 (66 reviews) | Not enough data | 
| **Personalization Engine** | 8.2 (78 reviews) | Not enough data | 
| **Product Recommendations** | 8.3 (79 reviews) | Not enough data | 
| **A/B Testing** | 8.8 (90 reviews) | Not enough data | 
| **Personalized Messaging** | 8.6 (80 reviews) | Not enough data | 

#### Multichannel

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Web** | 8.3 (83 reviews) | Not enough data | 
| **Email** | 9.1 (91 reviews) | Not enough data | 
| **Mobile** | 8.5 (85 reviews) | Not enough data | 

#### Administration 

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Marketing Campaigns** | 9.1 (91 reviews) | Not enough data | 
| **Reports & Analytics** | 8.4 (97 reviews) | Not enough data | 
| **User Data** | 8.8 (86 reviews) | Not enough data | 
| **Integrations** | 8.3 (84 reviews) | Not enough data | 

#### Agentic AI - E-Commerce Personalization

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Natural Language Interaction** | 8.3 (5 reviews) | Not enough data | 
| **Proactive Assistance** | 8.3 (5 reviews) | Not enough data | 

### Push Notification

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.9/10 | 92 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Campaigns

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Customize** | 9.0 (76 reviews) | Not enough data | 
| **Scheduling** | 9.2 (80 reviews) | Not enough data | 
| **Retarget** | 9.0 (75 reviews) | Not enough data | 
| **Segmentation** | 9.2 (86 reviews) | Not enough data | 
| **Triggered Notifications** | 9.2 (80 reviews) | Not enough data | 

#### Analytics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Campaign Performance** | 8.7 (86 reviews) | Not enough data | 
| **Audience Insights** | 8.5 (80 reviews) | Not enough data | 

#### Optimization

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **A/B Testing** | 9.2 (83 reviews) | Not enough data | 
| **Personalization** | 8.9 (81 reviews) | Not enough data | 
| **Rich Notifications** | 8.6 (67 reviews) | Not enough data | 
| **Integrations** | 8.6 (72 reviews) | Not enough data | 

#### Agentic AI - Push Notification

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Personalization Engines

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 9.0/10 | 60 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Segmentation

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **A/B Testing** | 9.2 (55 reviews) | Not enough data | 
| **Customer Profiles** | 9.4 (54 reviews) | Not enough data | 

#### Targeting

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Behavioral Targeting** | 9.2 (50 reviews) | Not enough data | 
| **Contextual Targeting** | 8.9 (50 reviews) | Not enough data | 

#### Triggered Content

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Geofencing** | 8.3 (36 reviews) | Not enough data | 
| **Triggered Emails** | 9.6 (55 reviews) | Not enough data | 
| **Triggered Messages** | 9.3 (48 reviews) | Not enough data | 

#### Personalized Content

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Recommendation Engine** | 8.8 (48 reviews) | Not enough data | 
| **Personalized Discounts** | 8.8 (36 reviews) | Not enough data | 
| **Website Personalization** | 8.9 (47 reviews) | Not enough data | 

#### Agentic AI - Personalization Engines

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### SMS Marketing

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 7.8/10 | 63 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Text Messaging

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Bulk SMS** | 8.8 (51 reviews) | Not enough data | 
| **Two-Way Text Messaging** | 7.4 (41 reviews) | Not enough data | 
| **Text Scheduler** | 8.4 (45 reviews) | Not enough data | 
| **Automatic Replies** | 8.0 (41 reviews) | Not enough data | 
| **Automatic URL Shortening** | 8.4 (48 reviews) | Not enough data | 
| **MMS Marketing** | 7.6 (39 reviews) | Not enough data | 
| **Personalization** | 8.9 (52 reviews) | Not enough data | 
| **Transactional SMS** | 7.6 (43 reviews) | Not enough data | 

#### SMS Platform

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Reporting** | 8.3 (56 reviews) | Not enough data | 
| **Automation** | 9.0 (53 reviews) | Not enough data | 
| **White Label** | 7.7 (42 reviews) | Not enough data | 
| **Text-to-Landline** | 7.1 (35 reviews) | Not enough data | 
| **Short Codes** | 7.7 (39 reviews) | Not enough data | 
| **API Integration** | 8.5 (51 reviews) | Not enough data | 

#### Agentic AI - SMS Marketing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | 7.1 (8 reviews) | Not enough data | 
| **Multi-step Planning** | 6.9 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 6.9 (8 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.3 (8 reviews) | Not enough data | 
| **Proactive Assistance** | 6.9 (8 reviews) | Not enough data | 
| **Decision Making** | 6.5 (8 reviews) | Not enough data | 

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.4/10 | 251 |
| **Treasure Data Customer Data Platform** | 8.0/10 | 117 |

#### Data Sourcing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Data Enrichment** | 8.6 (215 reviews) ✓ Verified | 8.3 (104 reviews) ✓ Verified | 
| **Expandability** | 8.7 (207 reviews) ✓ Verified | 8.7 (102 reviews) ✓ Verified | 
| **Content Marketing** | Feature Not Available | 7.5 (88 reviews) ✓ Verified | 
| **Multiple Devices** | 8.5 (206 reviews) ✓ Verified | 8.2 (93 reviews) ✓ Verified | 

#### Intelligence

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Marketing Metrics** | 8.5 (218 reviews) ✓ Verified | 8.0 (92 reviews) ✓ Verified | 
| **Predictive Modeling** | 7.8 (177 reviews) ✓ Verified | 7.8 (85 reviews) ✓ Verified | 
| **Recommendation Engine** | 8.0 (180 reviews) ✓ Verified | 7.8 (80 reviews) ✓ Verified | 

### E-Merchandising

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.8/10 | 29 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Merchandising

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Product Recommendations** | 8.5 (24 reviews) | Not enough data | 
| **Product Search** | 8.5 (25 reviews) | Not enough data | 
| **Product Display** | 8.8 (23 reviews) | Not enough data | 
| **Media File Storage** | 8.8 (20 reviews) | Not enough data | 
| **Web Content Management** | 8.8 (21 reviews) | Not enough data | 

#### Analytics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Reports & Analytics** | 8.9 (24 reviews) | Not enough data | 
| **Customer Data** | 8.9 (22 reviews) | Not enough data | 

#### Administration

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Integrations** | 8.7 (24 reviews) | Not enough data | 
| **Dashboard** | 9.1 (28 reviews) | Not enough data | 

### Customer Journey Mapping

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | N/A | N/A |
| **Treasure Data Customer Data Platform** | 8.3/10 | 30 |

#### Platform Basics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Templates** | Not enough data | 7.4 (25 reviews) | 
| **Exporting** | Not enough data | 8.7 (29 reviews) | 
| **Multi-user Access and Collaboration** | Not enough data | 8.4 (29 reviews) | 
| **Multiple Personas** | Not enough data | 8.1 (25 reviews) | 
| **Data Analytics ** | Not enough data | 8.8 (28 reviews) | 

#### Agentic AI - Customer Journey Mapping

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

### Headless CMS

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.1/10 | 25 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Publishing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Automated Publishing** | 8.3 (20 reviews) | Not enough data | 
| **Multi-language** | 8.5 (20 reviews) | Not enough data | 
| **AR/VR Capability** | 7.1 (16 reviews) | Not enough data | 

#### Development

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Image Management** | 8.1 (19 reviews) | Not enough data | 
| **Reuseable Content** | 8.3 (23 reviews) | Not enough data | 
| **Unlimited Environments** | 8.2 (19 reviews) | Not enough data | 
| **Form Builder** | 7.9 (18 reviews) | Not enough data | 

#### Analytics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Personalization** | 8.7 (20 reviews) | Not enough data | 
| **Content Performance** | 8.2 (21 reviews) | Not enough data | 

#### Agentic AI - Headless CMS

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | 

### Enterprise Search Software

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 9.1/10 | 17 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Compatibility

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Federated Search** | Not enough data | Not enough data | 
| **File Types** | 9.2 (16 reviews) | Not enough data | 
| **Global Language Support** | 9.4 (12 reviews) | Not enough data | 

#### Agentic AI - Enterprise Search Software

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **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 | 

#### Search Queries

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Typo Tolerance** | 9.0 (14 reviews) | Not enough data | 
| **Faceted Search** | 9.2 (14 reviews) | Not enough data | 
| **Synonyms** | 9.1 (13 reviews) | Not enough data | 
| **Highlighting** | 9.1 (13 reviews) | Not enough data | 
| **Natural Language** | 9.2 (13 reviews) | Not enough data | 

#### AI powered search - Enterprise Search Software

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Generative RAG (Retrieval augmented generation)** | Not enough data | Not enough data | 
| **Relevance Tuning** | Not enough data | Not enough data | 
| **NLP & Semantic search** | Not enough data | Not enough data | 

#### Functionality

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Personalization** | 9.0 (15 reviews) | Not enough data | 
| **Search Analytics** | 8.9 (15 reviews) | Not enough data | 
| **Integrations** | 9.3 (12 reviews) | Not enough data | 

#### Compatibility - Enterprise Search Software

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **File Types** | Not enough data | Not enough data | 
| **Federated Search** | Not enough data | Not enough data | 
| **Global Language Support** | Not enough data | Not enough data | 

#### Functionality - Enterprise Search Software

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Search Analytics** | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | 

#### Search Queries - Enterprise Search Software

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Highlighting** | Not enough data | Not enough data | 
| **Faceted Search** | Not enough data | Not enough data | 
| **Typo Tolerance** | Not enough data | Not enough data | 
| **Synonyms** | Not enough data | Not enough data | 

### Customer Journey Analytics

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | N/A | N/A |
| **Treasure Data Customer Data Platform** | 8.4/10 | 38 |

#### Platform Basics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Dynamic Segmentation** | Not enough data | 8.8 (36 reviews) | 
| **Journey Optimization** | Not enough data | 8.3 (34 reviews) | 

#### Platform Data

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Journey Reporting** | Not enough data | 8.4 (33 reviews) | 
| **Trends Reporting** | Not enough data | 8.2 (33 reviews) | 
| **Dashboards** | Not enough data | 7.9 (35 reviews) | 
| **Advanced Data Filtering** | Not enough data | 8.5 (35 reviews) | 

#### Platform Additional Functionality

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Journey Mapping** | Not enough data | 8.5 (33 reviews) | 
| **Integrations** | Not enough data | 9.3 (38 reviews) | 
| **Automated Alerts** | Not enough data | 8.3 (34 reviews) | 

#### Agentic AI - Customer Journey Analytics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | 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 | 

### E-Commerce Search

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.9/10 | 39 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Search Setup

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Indexing** | 8.8 (32 reviews) | Not enough data | 
| **Auto Complete** | 8.8 (33 reviews) | Not enough data | 
| **Product Information** | 9.0 (31 reviews) | Not enough data | 
| **Stemming** | 8.9 (30 reviews) | Not enough data | 

#### Product Discovery

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Recommendations** | 8.6 (30 reviews) | Not enough data | 
| **Conversion** | 9.0 (33 reviews) | Not enough data | 
| **Personalization** | 8.9 (30 reviews) | Not enough data | 
| **Faceted Search** | 8.8 (35 reviews) | Not enough data | 
| **Ranking and Relevancy** | 9.0 (35 reviews) | Not enough data | 

#### Integration

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **E-Commerce** | 9.1 (32 reviews) | Not enough data | 
| **PIM** | 8.5 (28 reviews) | Not enough data | 
| **Merchadising** | 9.1 (30 reviews) | Not enough data | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 7.5/10 | 52 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Development 

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Pre-built Connectors** | 7.6 (43 reviews) | Not enough data | 
| **Custom Connectors** | 7.5 (40 reviews) | Not enough data | 

#### Management 

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Reporting and Analytics** | 8.2 (49 reviews) | Not enough data | 
| **Data Mapping** | 8.5 (47 reviews) | Not enough data | 

#### Integration Options

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **ERP Systems** | 6.7 (43 reviews) | Not enough data | 
| **Accounting Systems** | 6.5 (41 reviews) | Not enough data | 
| **CRM and Marketing Automation Systems** | 8.5 (48 reviews) | Not enough data | 
| **EDI** | 7.0 (37 reviews) | Not enough data | 

### A/B Testing

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 7.6/10 | 125 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Computing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **WYSIWYG** | 7.6 (92 reviews) | Not enough data | 
| **AI/Machine Learning** | 7.0 (97 reviews) | Not enough data | 
| **Little to No Coding** | 7.0 (105 reviews) | Not enough data | 

#### Experimental Design

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Multivariate testing capacities** | 8.3 (99 reviews) | Not enough data | 
| **Concurrent Testing** | 8.2 (93 reviews) | Not enough data | 
| **Mobile Testing** | 7.6 (95 reviews) | Not enough data | 

#### Analytics

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Reporting and Analytics** | 8.3 (116 reviews) | Not enough data | 
| **Heatmaps** | 7.5 (98 reviews) | Not enough data | 

#### Agentic AI - A/B Testing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | 7.4 (11 reviews) | Not enough data | 
| **Cross-system Integration** | 7.1 (11 reviews) | Not enough data | 
| **Adaptive Learning** | 7.1 (11 reviews) | Not enough data | 
| **Proactive Assistance** | 7.4 (11 reviews) | Not enough data | 

### Conversational Commerce Platforms

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 6.0/10 | 6 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Conversational AI - Conversational Commerce Platforms

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **AI chatbots** | 6.0 (5 reviews) | Not enough data | 
| **Messaging and Notifications** | Not enough data | Not enough data | 
| **AI agents ** | Not enough data | Not enough data | 
| **Voice assistants** | Not enough data | Not enough data | 
| **Communication apps** | Not enough data | Not enough data | 

#### Platform integration - Conversational Commerce Platforms

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Ecommerce stores** | Not enough data | Not enough data | 
| **Sales channels** | Not enough data | Not enough data | 
| **Payment Platform** | Not enough data | Not enough data | 
| **Internal tools** | Not enough data | Not enough data | 

#### Analytics and Reporting - Conversational Commerce Platforms

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Conversational analytics** | Not enough data | Not enough data | 
| **Advance reporting** | Not enough data | Not enough data | 

### Identity Resolution

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | N/A | N/A |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Agentic AI - Firewall Software

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 

### Personalization

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 7.0/10 | 12 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Agentic AI - Personalization

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Autonomous Task Execution** | 6.8 (10 reviews) | Not enough data | 
| **Cross-system Integration** | 7.1 (11 reviews) | Not enough data | 
| **Adaptive Learning** | 7.2 (10 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.0 (10 reviews) | Not enough data | 
| **Proactive Assistance** | 7.0 (10 reviews) | Not enough data | 
| **Decision Making** | 7.0 (10 reviews) | Not enough data | 

### Cross-Channel Advertising

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | N/A | N/A |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Agentic AI - Cross-Channel Advertising

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **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 | 

### RCS Business Messaging

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | N/A | N/A |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Messaging - RCS Business Messaging

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Rich Media** | Not enough data | Not enough data | 
| **Interactive Messages** | Not enough data | Not enough data | 
| **Branded Templates** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Conversational RCS** | Not enough data | Not enough data | 
| **Transactional RCS** | Not enough data | Not enough data | 
| **Promotional RCS** | Not enough data | Not enough data | 

#### Security / Verification - RCS Business Messaging

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Verified Sender** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 
| **Authentification** | Not enough data | Not enough data | 

#### Analytics / Deliverability - RCS Business Messaging

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Read Receipts** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **SMS Fallback** | Not enough data | Not enough data | 

#### AI - RCS Business Messaging

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **AI** | Not enough data | Not enough data | 

### AI Marketing Agents

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | N/A | N/A |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Performance Optimization & Learning - AI Marketing Agents

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Send-Time Optimization** | Not enough data | Not enough data | 
| **Autonomous A/B Testing** | Not enough data | Not enough data | 

#### Autonomous Campaign Orchestration - AI Marketing Agents 

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **End-to-End Campaign Execution** | Not enough data | Not enough data | 
| **Goal-Based Campaign Planning** | Not enough data | Not enough data | 
| **Cross-Channel Orchestration** | Not enough data | Not enough data | 
| **Conversational Campaign Setup** | Not enough data | Not enough data | 
| **Real-Time Campaign Adaptation** | Not enough data | Not enough data | 

#### AI Content Generation - AI Marketing Agents 

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Dynamic Content Optimization** | Not enough data | Not enough data | 
| **AI Copy Generation** | Not enough data | Not enough data | 
| **Personalized Content Creation** | Not enough data | Not enough data | 

#### Audience Intelligence & Segmentation - AI Marketing Agents 

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Lookalike Audience Modeling** | Not enough data | Not enough data | 
| **Behavioral Triggering** | Not enough data | Not enough data | 
| **Predictive Audience Segmentation** | Not enough data | Not enough data | 

#### Integrations & Data Connectivity - AI Marketing Agents 

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Event & Data Ingestion** | Not enough data | Not enough data | 
| **CRM & CDP Integration** | Not enough data | Not enough data | 

### Mobile Marketing

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | 8.3/10 | 55 |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Analysis

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Application Attribution** | 7.6 (39 reviews) | Not enough data | 
| **Campaign Analysis** | 8.4 (49 reviews) | Not enough data | 
| **Uninstall Tracking** | 7.5 (35 reviews) | Not enough data | 
| **Custom Dashboards** | 8.4 (42 reviews) | Not enough data | 

#### Campaigns

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Proximity Marketing** | 7.6 (37 reviews) | Not enough data | 
| **Push Notifications** | 8.7 (43 reviews) | Not enough data | 
| **Bulk SMS** | 8.1 (39 reviews) | Not enough data | 
| **Two-Way Text Messaging** | 7.8 (32 reviews) | Not enough data | 
| **Email Campaigns** | 9.5 (43 reviews) | Not enough data | 
| **Audience Segmentation** | 9.1 (43 reviews) | Not enough data | 

#### Engagement

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Coupons and Promotions** | 8.5 (40 reviews) | Not enough data | 

#### Platform

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Optimization** | 8.3 (35 reviews) | Not enough data | 
| **Integrations - Mobile Marketing** | 8.2 (35 reviews) | Not enough data | 
| **Internationalization** | 8.1 (34 reviews) | Not enough data | 

#### Agentic AI - Mobile Marketing

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **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 | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Bloomreach** | N/A | N/A |
| **Treasure Data Customer Data Platform** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **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 | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp), [Marketing Automation Software](https://www.g2.com/categories/marketing-automation)

**Unique to Bloomreach (19):** [AI Marketing Agents Software](https://www.g2.com/categories/ai-marketing-agents), [Conversational Commerce Platforms](https://www.g2.com/categories/conversational-commerce-platforms), [E-Commerce Search Software](https://www.g2.com/categories/e-commerce-search), [SMS Marketing Software](https://www.g2.com/categories/sms-marketing), [Personalization Software](https://www.g2.com/categories/personalization), [Personalization Engines](https://www.g2.com/categories/personalization-engines), [Push Notification Software](https://www.g2.com/categories/push-notification), [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization), [Digital Experience Platforms (DXP)](https://www.g2.com/categories/digital-experience-platforms-dxp), [Conversational Marketing Software](https://www.g2.com/categories/conversational-marketing), [Headless CMS Software](https://www.g2.com/categories/headless-cms), [E-Commerce Data Integration Software](https://www.g2.com/categories/e-commerce-data-integration), [A/B Testing Tools](https://www.g2.com/categories/a-b-testing-tools), [E-Merchandising Software](https://www.g2.com/categories/e-merchandising), [Cross-Channel Advertising Software](https://www.g2.com/categories/cross-channel-advertising), [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software), [Mobile Marketing Software](https://www.g2.com/categories/mobile-marketing), [Web Content Management Software](https://www.g2.com/categories/web-content-management), [ RCS Business Messaging Software](https://www.g2.com/categories/rcs-business-messaging)

**Unique to Treasure Data Customer Data Platform (3):** [Identity Resolution Software](https://www.g2.com/categories/identity-resolution), [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Customer Journey Mapping Tools](https://www.g2.com/categories/customer-journey-mapping)


---
## Reviewer Demographics

### By Company Size

| Segment | Bloomreach | Treasure Data Customer Data Platform | 
|---|---|---|
| **Small-Business** | 27.8% | 24.5% | 
| **Mid-Market** | 49.5% | 35.5% | 
| **Enterprise** | 22.7% | 40.0% | 

### By Industry

#### Bloomreach

- **Retail:** 20.1%
- **Marketing and Advertising:** 8.7%
- **Apparel & Fashion:** 8.7%
- **Financial Services:** 5.4%
- **Leisure, Travel & Tourism:** 4.5%
- **Information Technology and Services:** 4.3%
- **Telecommunications:** 3.3%
- **Automotive:** 2.6%
- **Consumer Goods:** 2.5%
- **Health, Wellness and Fitness:** 2.3%
- **Other:** 37.7%

#### Treasure Data Customer Data Platform

- **Marketing and Advertising:** 16.1%
- **Food & Beverages:** 9.0%
- **Information Technology and Services:** 8.4%
- **Automotive:** 7.1%
- **Consumer Goods:** 6.5%
- **Retail:** 6.5%
- **Computer Software:** 4.5%
- **Consulting:** 3.9%
- **Internet:** 3.9%
- **Apparel & Fashion:** 3.2%
- **Other:** 31.0%

---
## Alternatives

### Alternatives to Bloomreach

- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1357 reviews)
- [Agentforce Marketing (formerly Salesforce Marketing Cloud)](https://www.g2.com/products/agentforce-marketing-formerly-salesforce-marketing-cloud/reviews) — 4.0/5 stars (4461 reviews)
- [Braze](https://www.g2.com/products/braze/reviews) — 4.5/5 stars (1680 reviews)
- [SAP Engagement Cloud (formerly SAP Emarsys)](https://www.g2.com/products/sap-engagement-cloud-formerly-sap-emarsys/reviews) — 4.2/5 stars (621 reviews)
- [MoEngage](https://www.g2.com/products/moengage/reviews) — 4.5/5 stars (524 reviews)
- [Klaviyo](https://www.g2.com/products/klaviyo/reviews) — 4.6/5 stars (1351 reviews)
- [Iterable](https://www.g2.com/products/iterable/reviews) — 4.4/5 stars (824 reviews)
- [ActiveCampaign](https://www.g2.com/products/activecampaign/reviews) — 4.4/5 stars (14687 reviews)
- [Dotdigital](https://www.g2.com/products/dotdigital/reviews) — 4.4/5 stars (1202 reviews)
- [SALESmanago](https://www.g2.com/products/salesmanago/reviews) — 4.4/5 stars (323 reviews)

### Alternatives to Treasure Data Customer Data Platform

- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1357 reviews)
- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (565 reviews)
- [Blueshift](https://www.g2.com/products/blueshift/reviews) — 4.4/5 stars (285 reviews)
- [SAP Engagement Cloud (formerly SAP Emarsys)](https://www.g2.com/products/sap-engagement-cloud-formerly-sap-emarsys/reviews) — 4.2/5 stars (621 reviews)
- [MoEngage](https://www.g2.com/products/moengage/reviews) — 4.5/5 stars (524 reviews)
- [Lytics](https://www.g2.com/products/lytics/reviews) — 3.9/5 stars (70 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (392 reviews)
- [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews) — 4.3/5 stars (250 reviews)
- [Klaviyo](https://www.g2.com/products/klaviyo/reviews) — 4.6/5 stars (1351 reviews)

---
## Top Discussions

### Bloomreach

- Title: [I am really curious which different compaies are using exponea in their day to day work](https://www.g2.com/discussions/52177-i-am-really-curious-which-different-compaies-are-using-exponea-in-their-day-to-day-work) — 3 comments, 2 upvotes
  > **Top comment:** "Traders who have been scammed before, my advise out there is for you to be wise before you invest in any binary option crypto currencies forex  trade..."
- Title: [Are there any automated campaigns you have seen work well in Exponea that we could implement in our business?](https://www.g2.com/discussions/32544-are-there-any-automated-campaigns-you-have-seen-work-well-in-exponea-that-we-could-implement-in-our-business) — 3 comments, 2 upvotes *(includes official response)*
  > **Top comment:** "We have a lot of success stories from use cases that were built in the past which were later converted into more than 50 Plug & Play use cases. In your case,..."
- Title: [What is Bloomreach used for?](https://www.g2.com/discussions/what-is-bloomreach-used-for) — 2 comments *(includes official response)*
  > **Top comment:** "Bloomreach is used by marketing and merchandising teams for e-commerce personalization. Its solutions include marketing automation, e-commerce search and..."
- Title: [How do I add customer attributes into the preference centre ?](https://www.g2.com/discussions/how-do-i-add-customer-attributes-into-the-preference-centre) — 2 comments, 2 upvotes *(includes official response)*
  > **Top comment:** "Hi Luke, you are pointing to the "preference centre" but unfortunately our team will need to get more details from you to better understand how we can..."
- Title: [Can I use this tool for advanced SQL queries ?](https://www.g2.com/discussions/35490-can-i-use-this-tool-for-advanced-sql-queries) — 2 comments, 2 upvotes *(includes official response)*
  > **Top comment:** "Comment deleted by user."

### Treasure Data Customer Data Platform

- Title: [How does a customer data platform work?](https://www.g2.com/discussions/how-does-a-customer-data-platform-work) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [What is Treasuredata?](https://www.g2.com/discussions/what-is-treasuredata) — 1 comment, 1 upvote
  > **Top comment:** "Treasure Data is a best-in-breed customer data platform founded in 2011. We have been chosen by Fortune 500 and Global 2000 companies around the world to..."
- Title: [What is ARM treasure data?](https://www.g2.com/discussions/what-is-arm-treasure-data) — 1 comment, 1 upvote
  > **Top comment:** "Treasure Data (not part of ARM as of 2023) is a best-in-breed customer data platform founded in 2011. We have been chosen by Fortune 500 and Global 2000..."
- Title: [What does a customer data platform do?](https://www.g2.com/discussions/what-does-a-customer-data-platform-do) — 1 comment, 1 upvote
  > **Top comment:** "A CDP is an all-in-one customer database solution hosted by a single provider as a packaged software-as-a-service (SaaS). It builds a customer data..."
- Title: [How do I add more AI/ML features to CDP](https://www.g2.com/discussions/how-do-i-add-more-ai-ml-features-to-cdp) — 1 comment, 1 upvote
  > **Top comment:** "Hi Aditya, 
You can bring in your AI/ML models on to the Platform and use them on the TD itself. It is one of the strongest feature in TD that allows..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/bloomreach-bloomreach-vs-treasure-data-customer-data-platform)