# Collibra vs Sales Layer PIM Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Collibra excels in integrating various data management functions, such as Data Governance and Data Quality, into a single platform. Users appreciate its ability to provide transparency and structured management of data assets, making them more trustworthy and accessible.
- **Users say** Sales Layer PIM stands out for its user-friendly interface and the ability to manage data through Excel. This feature has been highlighted as a significant advantage, allowing teams to collaborate effectively and boost productivity across projects.
- **Reviewers mention** that while Collibra offers robust features for enterprise-level data management, it sometimes faces challenges in matching specific workflow needs, leading to configuration difficulties for some users.
- **According to verified reviews** , Sales Layer PIM shines in handling large volumes of information seamlessly. Users have noted that it serves as a single source of data for their entire product ecosystem, facilitating easy distribution to various channels like websites and catalogs.
- **G2 reviewers highlight** that Collibra's implementation process can be more complex compared to Sales Layer PIM, which is praised for its quicker setup and ease of administration. This difference can impact how quickly teams can start leveraging the software effectively.
- **Users report** that both products receive positive feedback regarding their support quality, but Sales Layer PIM tends to have a slight edge. Reviewers appreciate the responsive support from Sales Layer, which enhances their overall experience with the platform.



| | Collibra | Sales Layer PIM | 
|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 102 | 318 | 
| **Largest Market Segment** | Enterprise (70.7% of reviews) | Mid-Market (58.4% of reviews) | 
| **Entry Level Price** | No pricing available | $ | 

---
## Top Pros & Cons

### Collibra

Pros:
- Features (10 reviews)
- Data Management (9 reviews)

Cons:
- Complexity Issues (7 reviews)
- Limited Functionality (6 reviews)

### Sales Layer PIM

Pros:
- Ease of Use (58 reviews)
- Intuitive (29 reviews)

Cons:
- Missing Features (10 reviews)
- Learning Curve (9 reviews)

---
## Ratings Comparison
| Rating | Collibra | Sales Layer PIM | 
|---|---|---|
  | **Meets Requirements** | 8.4 (87 reviews) | 8.8 (269 reviews) | 
  | **Ease of Use** | 8.0 (89 reviews) | 9.2 (275 reviews) | 
  | **Ease of Setup** | 7.7 (68 reviews) | 8.5 (186 reviews) | 
  | **Ease of Admin** | 8.0 (65 reviews) | 9.1 (133 reviews) | 
  | **Quality of Support** | 8.2 (89 reviews) | 9.2 (252 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.7 (66 reviews) | 9.2 (129 reviews) | 
  | **Product Direction (% positive)** | 9.3 (86 reviews) | 9.3 (261 reviews) | 

---
## Pricing

### Collibra

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Sales Layer PIM

#### Entry-Level Pricing

Plan: Premium

Price: $

Description: The perfect solution for businesses that need fast implementation and service at speed at a sustainable cost.


[Browse all 3 editions](https://www.g2.com/products/sales-layer-pim-2025-04-09/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.7/10 | 11 |
| **Sales Layer PIM** | N/A | N/A |

#### Data Governance

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **User Access Management** | 7.9 (7 reviews) | Not enough data | 
| **Dynamic Data Masking** | 6.9 (7 reviews) | Not enough data | 
| **Data Lineage** | 8.0 (9 reviews) | Not enough data | 

#### Data Preparation

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Search** | 8.0 (9 reviews) | Not enough data | 
| **Data Quality and Cleansing** | 6.7 (8 reviews) | Not enough data | 
| **Data Transformation** | Feature Not Available | Not enough data | 
| **Data Modeling** | Feature Not Available | Not enough data | 

#### Collaboration

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Commenting** | 7.9 (8 reviews) | Not enough data | 
| **Profiling and Classification** | 7.8 (9 reviews) | Not enough data | 
| **Business and Data Glossary** | 8.3 (9 reviews) | Not enough data | 
| **Metadata Management ** | 8.0 (9 reviews) | Not enough data | 

#### Artificial Intelligence

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Machine Learning Recommendations** | 7.3 (8 reviews) | Not enough data | 
| **Natural Language Query** | Feature Not Available | Not enough data | 
| **Automatic Data Cleansing** | Feature Not Available | Not enough data | 

#### Generative AI

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.5/10 | 67 |
| **Sales Layer PIM** | N/A | N/A |

#### Administration

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Data Modelling** | 7.4 (54 reviews) | Not enough data | 
| **Recommendations** | Feature Not Available | Not enough data | 
| **Workflow Management** | 7.8 (63 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 7.0 (61 reviews) | Not enough data | 

#### Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Business Glossary** | 8.5 (55 reviews) | Not enough data | 
| **Data Discovery** | 8.4 (51 reviews) | Not enough data | 
| **Data Profililng** | 7.4 (43 reviews) | Not enough data | 
| **Reporting and Visualization** | 7.0 (49 reviews) | Not enough data | 
| **Data Lineage** | 7.9 (51 reviews) | Not enough data | 

#### Compliance

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Sensitive Data Compliance** | 7.8 (49 reviews) | Not enough data | 
| **Training and Guidelines** | 7.8 (54 reviews) | Not enough data | 
| **Policy Enforcement** | 7.5 (48 reviews) | Not enough data | 
| **Compliance Monitoring** | 7.7 (44 reviews) | Not enough data | 

#### Security

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Access Control** | 7.7 (44 reviews) | Not enough data | 
| **Roles Management** | 7.8 (51 reviews) | Not enough data | 
| **Compliance Management** | 7.7 (38 reviews) | Not enough data | 

#### Data Quality

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Data Preparation** | 7.3 (39 reviews) | Not enough data | 
| **Data Distribution** | Feature Not Available | Not enough data | 
| **Data Unification** | 7.6 (40 reviews) | Not enough data | 

#### Maintainence

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Data Quality Management** | 6.7 (39 reviews) | Not enough data | 
| **Policy Management** | 7.5 (43 reviews) | Not enough data | 

#### Generative AI

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **AI Text Generation** | 6.3 (8 reviews) | Not enough data | 
| **AI Text Summarization** | 6.5 (8 reviews) | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 

### Product Information Management (PIM)

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Sales Layer PIM** | 8.7/10 | 242 |

#### Data Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Collection** | Not enough data | 8.9 (210 reviews) | 
| **Cleansing** | Not enough data | 8.6 (200 reviews) | 
| **Classification** | Not enough data | 8.7 (209 reviews) | 
| **Access Rights** | Not enough data | 8.9 (203 reviews) | 
| **Versioning** | Not enough data | 8.3 (189 reviews) | 
| **Publication** | Not enough data | 8.9 (200 reviews) | 
| **Digital Assets** | Not enough data | 8.6 (206 reviews) | 

#### Optimization

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Data Quality** | Not enough data | 8.8 (209 reviews) | 
| **Workflows** | Not enough data | 8.5 (195 reviews) | 
| **Localization** | Not enough data | 8.9 (199 reviews) | 

#### Analytics

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Compliance** | Not enough data | Feature Not Available | 
| **KPIs** | Not enough data | Feature Not Available | 
| **Performance** | Not enough data | Feature Not Available | 

### Data Privacy Management

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 8.3/10 | 23 |
| **Sales Layer PIM** | N/A | N/A |

#### Functionality

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Data Subject Access Requests** | 8.7 (14 reviews) | Not enough data | 
| **Identity Verification** | 7.7 (10 reviews) | Not enough data | 
| **Privacy Impact Assessments** | 8.2 (14 reviews) | Not enough data | 
| **Data Mapping - survey-based** | 8.5 (12 reviews) | Not enough data | 
| **Data Mapping - automated** | 8.3 (12 reviews) | Not enough data | 
| **Data Discovery** | 8.3 (17 reviews) | Not enough data | 
| **Data Classification** | 8.4 (16 reviews) | Not enough data | 
| **De-identification/pseudonymization** | 8.3 (8 reviews) | Not enough data | 
| **Breach notification** | 8.2 (11 reviews) | Not enough data | 
| **Consent management** | 8.7 (9 reviews) | Not enough data | 
| **Website tracking scanning** | 7.2 (9 reviews) | Not enough data | 
| **Data access governance** | 8.6 (18 reviews) | Not enough data | 

### Privacy Impact Assessment (PIA)

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.6/10 | 9 |
| **Sales Layer PIM** | N/A | N/A |

#### Functionality

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Centralized platform** | 8.3 (8 reviews) | Not enough data | 
| **Tracking** | 7.7 (8 reviews) | Not enough data | 
| **Templates** | 6.9 (7 reviews) | Not enough data | 
| **Workflow** | 8.1 (8 reviews) | Not enough data | 
| **Reporting and analytics** | 6.9 (8 reviews) | Not enough data | 

### Sensitive Data Discovery

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.5/10 | 18 |
| **Sales Layer PIM** | N/A | N/A |

#### Functionality

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Structure type** | 8.1 (13 reviews) | Not enough data | 
| **Contextual search** | 8.3 (13 reviews) | Not enough data | 
| **Template algorithms** | 6.5 (11 reviews) | Not enough data | 
| **Custom algorithms** | 6.8 (12 reviews) | Not enough data | 
| **False-positive management** | 6.7 (11 reviews) | Not enough data | 
| **Multiple file and location types** | 6.7 (12 reviews) | Not enough data | 
| **Real-time monitoring** | 7.5 (12 reviews) | Not enough data | 
| **Dashboard** | 8.2 (15 reviews) | Not enough data | 
| **Compliance** | 7.7 (14 reviews) | Not enough data | 
| **Reporting** | 8.0 (14 reviews) | Not enough data | 

#### Agentic AI - Sensitive Data Discovery

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Sales Layer PIM** | N/A | N/A |

#### Data Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | 

#### Analytics

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | 

#### Security

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Compliance** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 

### Active Metadata Management

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.6/10 | 37 |
| **Sales Layer PIM** | N/A | N/A |

#### Data management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Metadata Management** | 8.5 (35 reviews) | Not enough data | 
| **Automation Features** | 7.3 (31 reviews) | Not enough data | 
| **Collaboration** | 7.8 (32 reviews) | Not enough data | 
| **Data Lineage** | 7.9 (36 reviews) | Not enough data | 
| **Data Discovery** | 8.3 (30 reviews) | Not enough data | 

#### Reporting

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Intelligent Insights** | 7.7 (29 reviews) | Not enough data | 
| **Actionable Insights** | 7.7 (27 reviews) | Not enough data | 
| **Dashboards** | 7.7 (35 reviews) | Not enough data | 

#### Generative AI

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **AI Text Generation** | 6.3 (5 reviews) | Not enough data | 
| **AI Text Summarization** | 6.3 (5 reviews) | Not enough data | 

### Catalog Management

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Sales Layer PIM** | 8.2/10 | 55 |

#### Data management - Catalog Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Centralized Product Information** | Not enough data | 9.1 (52 reviews) | 
| **Data Import/Export** | Not enough data | 9.0 (53 reviews) | 
| **Product Data Enrichment** | Not enough data | 8.7 (52 reviews) | 
| **Data Mapping** | Not enough data | 8.6 (52 reviews) | 

#### Product catalogs - Catalog Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Category Management** | Not enough data | 8.9 (51 reviews) | 
| **Search and Navigation** | Not enough data | 8.2 (51 reviews) | 
| **SEO Optimization** | Not enough data | 8.0 (49 reviews) | 

#### Integration - Catalog Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **API Integration** | Not enough data | 8.3 (52 reviews) | 
| **Third-Party Integration** | Not enough data | 8.3 (52 reviews) | 

#### Analytics and Reporting - Catalog Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Catalog Effectiveness** | Not enough data | 8.2 (52 reviews) | 
| **Customer Insights** | Not enough data | 8.0 (51 reviews) | 

#### Agentic AI - Catalog Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Multi-step Planning** | Not enough data | 7.6 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 7.4 (12 reviews) | 
| **Decision Making** | Not enough data | 7.1 (12 reviews) | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | N/A | N/A |
| **Sales Layer PIM** | N/A | N/A |

#### Agentic AI - SAP Store

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **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 | 

### Data Subject Access Request (DSAR)

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.9/10 | 16 |
| **Sales Layer PIM** | N/A | N/A |

#### Functionality

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Identity Verification** | 7.7 (10 reviews) | Not enough data | 
| **Workflow** | 7.3 (10 reviews) | Not enough data | 
| **DSAR Portal** | 8.6 (7 reviews) | Not enough data | 
| **Reporting and logs** | 8.0 (10 reviews) | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Collibra** | 7.9/10 | 21 |
| **Sales Layer PIM** | N/A | N/A |

#### Functionality

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Identification** | 8.4 (18 reviews) | Not enough data | 
| **Correction** | 8.1 (16 reviews) | Not enough data | 
| **Normalization** | 8.3 (15 reviews) | Not enough data | 
| **Preventative Cleaning** | 7.1 (14 reviews) | Not enough data | 
| **Data Matching** | 7.9 (15 reviews) | Not enough data | 

#### Management

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **Reporting** | 7.4 (19 reviews) | Not enough data | 
| **Automation** | 7.8 (16 reviews) | Not enough data | 
| **Quality Audits** | 8.1 (15 reviews) | Not enough data | 
| **Dashboard** | 7.3 (20 reviews) | Not enough data | 
| **Governance** | 8.3 (19 reviews) | Not enough data | 

#### Generative AI

| Feature | Collibra | Sales Layer PIM | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [SAP Store Software](https://www.g2.com/categories/sap-store)

**Unique to Collibra (9):** [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [Sensitive Data Discovery Software](https://www.g2.com/categories/sensitive-data-discovery), [Privacy Impact Assessment (PIA) Software](https://www.g2.com/categories/privacy-impact-assessment-pia), [Data Subject Access Request (DSAR) Software](https://www.g2.com/categories/data-subject-access-request-dsar), [Data Privacy Management Software](https://www.g2.com/categories/data-privacy-management), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Data Fabric Software](https://www.g2.com/categories/data-fabric)

**Unique to Sales Layer PIM (2):** [Product Information Management (PIM) Systems](https://www.g2.com/categories/product-information-management-pim), [Catalog Management Software](https://www.g2.com/categories/catalog-management)


---
## Reviewer Demographics

### By Company Size

| Segment | Collibra | Sales Layer PIM | 
|---|---|---|
| **Small-Business** | 10.1% | 34.7% | 
| **Mid-Market** | 19.2% | 58.4% | 
| **Enterprise** | 70.7% | 6.9% | 

### By Industry

#### Collibra

- **Financial Services:** 12.1%
- **Banking:** 9.1%
- **Pharmaceuticals:** 8.1%
- **Telecommunications:** 6.1%
- **Insurance:** 6.1%
- **Automotive:** 4.0%
- **Computer Software:** 4.0%
- **Retail:** 4.0%
- **Oil & Energy:** 4.0%
- **Mining & Metals:** 4.0%
- **Other:** 38.4%

#### Sales Layer PIM

- **Retail:** 14.9%
- **Electrical/Electronic Manufacturing:** 13.9%
- **Apparel & Fashion:** 8.9%
- **Wholesale:** 5.3%
- **Building Materials:** 5.3%
- **Consumer Goods:** 5.3%
- **Construction:** 5.0%
- **Manufacturing:** 4.3%
- **Consumer Electronics:** 4.0%
- **Business Supplies and Equipment:** 3.0%
- **Other:** 30.4%

---
## Alternatives

### Alternatives to Collibra

- [Atlan](https://www.g2.com/products/atlan/reviews) — 4.5/5 stars (132 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (567 reviews)
- [Alation](https://www.g2.com/products/alation/reviews) — 4.4/5 stars (91 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.4/5 stars (1163 reviews)
- [TrustArc](https://www.g2.com/products/trustarc/reviews) — 4.2/5 stars (315 reviews)
- [SAP Master Data Governance (MDG)](https://www.g2.com/products/sap-master-data-governance-mdg/reviews) — 4.4/5 stars (283 reviews)
- [Ataccama ONE](https://www.g2.com/products/ataccama-one/reviews) — 4.2/5 stars (12 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (531 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1348 reviews)
- [Smartsheet](https://www.g2.com/products/smartsheet/reviews) — 4.4/5 stars (22581 reviews)

### Alternatives to Sales Layer PIM

- [Plytix Cloud PIM & DAM](https://www.g2.com/products/plytix-cloud-pim-dam/reviews) — 4.7/5 stars (430 reviews)
- [Akeneo PIM](https://www.g2.com/products/akeneo-pim/reviews) — 4.4/5 stars (245 reviews)
- [Salsify PXM](https://www.g2.com/products/salsify-pxm/reviews) — 4.4/5 stars (125 reviews)
- [Catsy DAM & PIM](https://www.g2.com/products/catsy-dam-pim/reviews) — 4.8/5 stars (130 reviews)
- [Syndigo](https://www.g2.com/products/syndigo-syndigo/reviews) — 4.4/5 stars (198 reviews)
- [Inriver](https://www.g2.com/products/inriver/reviews) — 4.2/5 stars (160 reviews)
- [Pimcore](https://www.g2.com/products/pimcore/reviews) — 4.5/5 stars (48 reviews)
- [Pimberly SaaS PIM & DAM](https://www.g2.com/products/pimberly-saas-pim-dam/reviews) — 4.5/5 stars (222 reviews)
- [Feedonomics](https://www.g2.com/products/feedonomics/reviews) — 4.4/5 stars (376 reviews)
- [Kontainer](https://www.g2.com/products/kontainer/reviews) — 4.5/5 stars (343 reviews)

---
## Top Discussions

### Collibra

- Title: [What is Critical data elements? How to identify CDE.](https://www.g2.com/discussions/what-is-critical-data-elements-how-to-identify-cde) — 2 comments, 1 upvote
  > **Top comment:** "Critical Data Elements are “…those that are determined to be vital to the successful operation of the organization""

### Sales Layer PIM

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/collibra-vs-sales-layer-pim-2025-04-09)