# Best Enterprise Data Clean Room Software

  *By [Brandon Summers-Miller](https://research.g2.com/insights/author/brandon-summers-miller)*

   Products classified in the overall Data Clean Room category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Data Clean Room to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Data Clean Room category.

In addition to qualifying for inclusion in the Data Clean Room Software category, to qualify for inclusion in the Enterprise Business Data Clean Room Software category, a product must have at least 10 reviews left by a reviewer from an enterprise business.





## Category Overview

**Total Products under this Category:** 26


## Trust & Credibility Stats

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 3,700+ Authentic Reviews
- 26+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.



## Top-Rated Products (Ranked by G2 Score)
  ### 1. [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews)
  BigQuery is a fully managed, AI-ready data analytics platform that helps you maximize value from your data and is designed to be multi-engine, multi-format, and multi-cloud. Store 10 GiB of data and run up to 1 TiB of queries for free per month.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 1,157

**User Satisfaction Scores:**

- **Ease of Admin:** 8.5/10 (Category avg: 8.7/10)
- **Centralized Computation:** 9.0/10 (Category avg: 8.9/10)
- **Localized computation:** 8.5/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.7/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google (31,885,216 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (336,169 employees on LinkedIn®)
- **Ownership:** NASDAQ:GOOG

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Data Analyst
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 37% Enterprise, 35% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (156 reviews)
- Speed (143 reviews)
- Fast Querying (120 reviews)
- Integrations (118 reviews)
- Query Efficiency (114 reviews)

**Cons:**

- Expensive (127 reviews)
- Query Issues (78 reviews)
- Cost Issues (63 reviews)
- Cost Management (60 reviews)
- Learning Curve (54 reviews)

  ### 2. [Crossbeam](https://www.g2.com/products/crossbeam/reviews)
  Crossbeam is the Ecosystem Revenue Platform that empowers go-to-market teams to securely share and access unique ecosystem insights from your partners' CRMs to uncover new opportunities, target the right accounts, and achieve your revenue goals. Connect with 30,000+ companies on the Crossbeam Network and identify the fastest path to revenue with Ecosystem Intelligence, recommended plays for your revenue team, and warm intros and co-selling with your partners.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 351

**User Satisfaction Scores:**

- **Ease of Admin:** 9.2/10 (Category avg: 8.7/10)
- **Centralized Computation:** 9.2/10 (Category avg: 8.9/10)
- **Localized computation:** 8.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Crossbeam](https://www.g2.com/sellers/crossbeam)
- **Year Founded:** 2018
- **HQ Location:** Philadelphia, Pennsylvania
- **Twitter:** @Crossbeam (1,352 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/11765969/ (195 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Partnerships Manager, Head of Partnerships
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 62% Mid-Market, 19% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (10 reviews)
- Data Sharing (6 reviews)
- Integrations (5 reviews)
- Account Mapping (4 reviews)
- Partnerships (4 reviews)

**Cons:**

- Difficult Navigation (3 reviews)
- Learning Curve (3 reviews)
- Limited Features (3 reviews)
- UX Improvement (3 reviews)
- Data Accessibility (2 reviews)

  ### 3. [Snowflake](https://www.g2.com/products/snowflake/reviews)
  Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applications, and power their business with AI. The era of enterprise AI is here. Learn more at snowflake.com (NYSE: SNOW).


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 666

**User Satisfaction Scores:**

- **Ease of Admin:** 8.7/10 (Category avg: 8.7/10)
- **Centralized Computation:** 9.3/10 (Category avg: 8.9/10)
- **Localized computation:** 9.1/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Snowflake, Inc.](https://www.g2.com/sellers/snowflake-inc)
- **Company Website:** https://www.snowflake.com
- **Year Founded:** 2012
- **HQ Location:** San Mateo, CA
- **Twitter:** @SnowflakeDB (240 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/snowflake-computing/ (10,857 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Data Analyst
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 44% Mid-Market, 43% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (89 reviews)
- Scalability (68 reviews)
- Data Management (67 reviews)
- Features (66 reviews)
- Integrations (61 reviews)

**Cons:**

- Expensive (53 reviews)
- Cost (36 reviews)
- Cost Management (32 reviews)
- Learning Curve (25 reviews)
- Feature Limitations (21 reviews)

  ### 4. [AppsFlyer](https://www.g2.com/products/appsflyer/reviews)
  AppsFlyer is the Modern Marketing Cloud that helps businesses transform complex data into clarity and growth. A foundation for unified, measurable, autonomous marketing, AppsFlyer breaks down silos across measurement, deep linking, data collaboration, and autonomous AI workflows. For more than a decade, AppsFlyer has been the leader in mobile attribution, trusted by over 15,000 businesses worldwide. To learn more, visit www.appsflyer.com.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 673

**User Satisfaction Scores:**

- **Ease of Admin:** 8.4/10 (Category avg: 8.7/10)
- **Centralized Computation:** 8.8/10 (Category avg: 8.9/10)
- **Localized computation:** 9.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.4/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [AppsFlyer](https://www.g2.com/sellers/appsflyer)
- **Company Website:** https://www.appsflyer.com
- **Year Founded:** 2011
- **HQ Location:** San Francisco, CA
- **Twitter:** @AppsFlyer (12,757 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2233984/ (1,522 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Product Manager, Marketing Manager
  - **Top Industries:** Financial Services, Marketing and Advertising
  - **Company Size:** 44% Mid-Market, 30% Enterprise


#### Pros & Cons

**Pros:**

- Analytics (26 reviews)
- Features (26 reviews)
- Ease of Use (22 reviews)
- Insights (21 reviews)
- Attribution (16 reviews)

**Cons:**

- Expensive (16 reviews)
- Data Inaccuracy (14 reviews)
- Pricing Issues (9 reviews)
- Data Management Issues (8 reviews)
- Dashboard Issues (7 reviews)

  ### 5. [Amazon Marketing Cloud](https://www.g2.com/products/amazon-marketing-cloud/reviews)
  Amazon Marketing Cloud (AMC) is a secure, privacy-safe, and cloud-based clean room solution, in which advertisers can easily perform analytics across pseudonymized signals, including Amazon Ads signals as well as their own inputs.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 72

**User Satisfaction Scores:**

- **Ease of Admin:** 8.7/10 (Category avg: 8.7/10)
- **Centralized Computation:** 8.5/10 (Category avg: 8.9/10)
- **Localized computation:** 8.4/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Amazon](https://www.g2.com/sellers/amazon)
- **Year Founded:** 1994
- **HQ Location:** Seattle, WA
- **Twitter:** @amazon (5,919,028 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1586/ (754,926 employees on LinkedIn®)
- **Ownership:** AMZN

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 43% Mid-Market, 42% Small-Business


  ### 6. [PartnerTap](https://www.g2.com/products/partnertap/reviews)
  PartnerTap is the leading partner ecosystem orchestration and co-selling solution for the enterprise. Our software identifies all the potential new logo and expansion opportunities with each partner, then makes it easy to orchestrate data-driven sales plays, through-channel plays, co-sell plays, and P2P plays with automated workflows. PartnerTap data can be pushed instantly back into your CRM with 100% native integrations, no third-party tools required. 100% 5-star reviews on the Salesforce AppExchange and Hubspot Marketplace.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 205

**User Satisfaction Scores:**

- **Ease of Admin:** 9.1/10 (Category avg: 8.7/10)
- **Centralized Computation:** 8.3/10 (Category avg: 8.9/10)
- **Localized computation:** 8.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [PartnerTap](https://www.g2.com/sellers/partnertap)
- **Year Founded:** 2016
- **HQ Location:** Seattle, WA
- **Twitter:** @PartnerTap (1,165 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/partnertap (28 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Major Accounts District Manager, Major Account District Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 55% Enterprise, 28% Mid-Market


#### Pros & Cons

**Pros:**

- Partner Management (45 reviews)
- Ease of Use (43 reviews)
- Partnerships Management (37 reviews)
- Account Mapping (21 reviews)
- Helpful (16 reviews)

**Cons:**

- Partnership Challenges (9 reviews)
- Partnership Management (8 reviews)
- Improvements Needed (6 reviews)
- Difficult Learning Process (5 reviews)
- Learning Curve (4 reviews)



## Parent Category

[Data Privacy Software](https://www.g2.com/categories/data-privacy-3d79da1e-6384-42b3-a11f-d04b6694e806)