# Best Data Clean Room Software for Small Business *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, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small 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 Small Business Data Clean Room category. In addition to qualifying for inclusion in the Data Clean Room Software category, to qualify for inclusion in the Small Business Data Clean Room Software category, a product must have at least 10 reviews left by a reviewer from a small business. ## How Many Data Clean Room Software Products Does G2 Track? **Total Products under this Category:** 26 ### Category Stats (Jun 2026) - **Average Rating**: 4.48/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Google Cloud BigQuery (+0.07%) - Among all products in this category, Google Cloud BigQuery recorded the largest rating increase compared to last month *Last updated: June 09, 2026* ## How Does G2 Rank Data Clean Room Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 3,800+ 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. ## What Are the Top-Rated Data Clean Room Software Products in 2026? ### 1. [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:** 398 **How Do G2 Users Rate Crossbeam?** - **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:** 9.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Crossbeam?** - **Seller:** [Crossbeam](https://www.g2.com/sellers/crossbeam) - **Year Founded:** 2018 - **HQ Location:** Philadelphia, Pennsylvania - **Twitter:** @Crossbeam (1,348 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/11765969/ (197 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Head of Partnerships, Partnerships Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 61% Mid-Market, 22% Enterprise #### What Are Crossbeam's Pros and Cons? **Pros:** - Efficiency Improvement (30 reviews) - Time-Saving (28 reviews) - Simple (18 reviews) - Setup Ease (17 reviews) - Time Management (12 reviews) **Cons:** - Partnership Challenges (15 reviews) - Data Inaccuracy (14 reviews) - Data Integration (11 reviews) - Poor UI (11 reviews) - Expensive (10 reviews) ### What Do G2 Reviewers Say About Crossbeam? *AI-generated summary from verified user reviews* **Pros:** - Users value the **efficiency improvement** of Crossbeam, transforming partner ecosystem mapping into a streamlined, time-saving process. - Users appreciate the **time-saving benefits** of Crossbeam, significantly enhancing efficiency in partner engagement and account mapping. - Users appreciate the **simple and efficient interface** of Crossbeam, making account mapping and analysis quick and easy. - Users find the **setup ease** of Crossbeam remarkable, enabling quick integration and immediate value for partner collaboration. - Users value the **time-saving insights** from Crossbeam, enhancing productivity and streamlining partnership evaluations. **Cons:** - Users face **partnership challenges** with Crossbeam, as many partners prefer competitors, limiting its overall effectiveness. - Users experience **data inaccuracies** from partner information and CRM discrepancies, leading to confusion and miscommunications. - Users find the **data integration limitations** frustrating, especially lacking automatic updates and necessary CRM connections. - Users find the **poor UI** of Crossbeam challenging, noting it's not intuitive and can be clunky to navigate. - Users find the **expensive pricing** of Crossbeam challenging, complicating budgeting and navigation within the platform. #### What Are Recent G2 Reviews of Crossbeam? **"[Crossbeam Makes Partner Collaboration Actionable with Clear Account Overlaps](https://www.g2.com/survey_responses/crossbeam-review-12953051)"** **Rating:** 5.0/5.0 stars *— Mohamed B.* [Read full review](https://www.g2.com/survey_responses/crossbeam-review-12953051) --- **"[Crossbeam: The Engine for Ecosystem-Led Growth](https://www.g2.com/survey_responses/crossbeam-review-13024049)"** **Rating:** 5.0/5.0 stars *— Ken W.* [Read full review](https://www.g2.com/survey_responses/crossbeam-review-13024049) --- #### What Are G2 Users Discussing About Crossbeam? - [Where is crossbeam located?](https://www.g2.com/discussions/where-is-crossbeam-located) - 1 comment - [What is partner sourced revenue?](https://www.g2.com/discussions/what-is-partner-sourced-revenue) - 1 comment - [Is Crossbeam legit?](https://www.g2.com/discussions/is-crossbeam-legit) - 2 comments - [What does Crossbeam do?](https://www.g2.com/discussions/what-does-crossbeam-do) - 1 comment ### 2. [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:** 73 **How Do G2 Users Rate Amazon Marketing Cloud?** - **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) **Who Is the Company Behind Amazon Marketing Cloud?** - **Seller:** [Amazon](https://www.g2.com/sellers/amazon) - **Year Founded:** 1994 - **HQ Location:** Seattle, WA - **Twitter:** @amazon (5,898,422 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1586/ (765,691 employees on LinkedIn®) - **Ownership:** AMZN **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 43% Mid-Market, 41% Small-Business #### What Are Recent G2 Reviews of Amazon Marketing Cloud? **"[Benefits of Amazon Marketing Cloud](https://www.g2.com/survey_responses/amazon-marketing-cloud-review-12783325)"** **Rating:** 4.0/5.0 stars *— Guillermo M.* [Read full review](https://www.g2.com/survey_responses/amazon-marketing-cloud-review-12783325) --- **"[Powerful Customer Journey Insights with a Steep Learning Curve](https://www.g2.com/survey_responses/amazon-marketing-cloud-review-12803575)"** **Rating:** 4.0/5.0 stars *— Sivaguru Jeganatharaja J.* [Read full review](https://www.g2.com/survey_responses/amazon-marketing-cloud-review-12803575) --- ### 3. [Google Ads Data Hub](https://www.g2.com/products/google-ads-data-hub/reviews) Tailor your marketing measurement approach to your unique business needs. Ads Data Hub enables customized analysis that aligns with your specific business objectives, while respecting user privacy and upholding Google’s high standards of data security. **Average Rating:** 4.4/5.0 **Total Reviews:** 44 **How Do G2 Users Rate Google Ads Data Hub?** - **Ease of Admin:** 9.0/10 (Category avg: 8.7/10) - **Centralized Computation:** 8.3/10 (Category avg: 8.9/10) - **Localized computation:** 8.2/10 (Category avg: 8.4/10) - **Ease of Use:** 8.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Google Ads Data Hub?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 56% Small-Business, 40% Mid-Market #### What Are Google Ads Data Hub's Pros and Cons? **Pros:** - Attribution Management (1 reviews) - Privacy (1 reviews) - Secure Sharing (1 reviews) **Cons:** - Data Accessibility (1 reviews) - Slow Performance (1 reviews) - SQL Functionality Issues (1 reviews) - Technical Expertise (1 reviews) ### What Do G2 Reviewers Say About Google Ads Data Hub? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **privacy and secure data integration** of Google Ads Data Hub, enhancing their cross-platform attribution significantly. - Users value the **enhanced privacy** of Google Ads Data Hub, allowing secure integration and user data protection. - Users value the **secure sharing** capabilities of Google Ads Data Hub, enhancing privacy while optimizing campaign performance. **Cons:** - Users express frustration over **strict privacy filtering** , which hinders query success and complicates data accessibility. - Users are frustrated by the **slow performance** of Google Ads Data Hub, hindering prompt access to campaign insights. - Users express frustration with **SQL functionality issues** , facing challenges with privacy filters and complex query requirements. - Users face challenges with **technical expertise requirements** for Google Ads Data Hub, needing strong SQL skills for insights. #### What Are Recent G2 Reviews of Google Ads Data Hub? **"[Privacy First Tool and Good Ads Eco System](https://www.g2.com/survey_responses/google-ads-data-hub-review-8906458)"** **Rating:** 4.0/5.0 stars *— Preatheep S.* [Read full review](https://www.g2.com/survey_responses/google-ads-data-hub-review-8906458) --- **"[Unmatched Privacy and Granular Attribution for YouTube Campaigns](https://www.g2.com/survey_responses/google-ads-data-hub-review-12094212)"** **Rating:** 4.5/5.0 stars *— nicolas c.* [Read full review](https://www.g2.com/survey_responses/google-ads-data-hub-review-12094212) --- ## What Is Data Clean Room Software? [Data Privacy Software](https://www.g2.com/categories/data-privacy-3d79da1e-6384-42b3-a11f-d04b6694e806)