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Best Data Clean Room Software for Medium-Sized Businesses

Brandon Summers-Miller
BS
Researched and written by 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, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized 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 Medium-Sized Business Data Clean Room category.

In addition to qualifying for inclusion in the Data Clean Room Software category, to qualify for inclusion in the Medium-Sized Business Data Clean Room Software category, a product must have at least 10 reviews left by a reviewer from a medium-sized business.

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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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  • Data Clean Room Software
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6 Listings in Data Clean Room Available
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Google Cloud BigQuery
(1,203)4.5 out of 5
View top Consulting Services for Google Cloud BigQuery
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 37% Enterprise
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Google Cloud BigQuery Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    169
    Speed
    139
    Fast Querying
    120
    Integrations
    119
    Query Efficiency
    116
    Cons
    Expensive
    126
    Query Issues
    77
    Cost Issues
    58
    Cost Management
    58
    Learning Curve
    54
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Google Cloud BigQuery features and usability ratings that predict user satisfaction
    8.5
    Ease of Admin
    Average: 8.7
    9.1
    Centralized Computation
    Average: 8.8
    8.5
    Localized computation
    Average: 8.4
    8.7
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,569,666 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,935 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 37% Enterprise
  • 36% Mid-Market
Google Cloud BigQuery Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
169
Speed
139
Fast Querying
120
Integrations
119
Query Efficiency
116
Cons
Expensive
126
Query Issues
77
Cost Issues
58
Cost Management
58
Learning Curve
54
View All Pros and Cons
Google Cloud BigQuery features and usability ratings that predict user satisfaction
8.5
Ease of Admin
Average: 8.7
9.1
Centralized Computation
Average: 8.8
8.5
Localized computation
Average: 8.4
8.7
Ease of Use
Average: 8.8
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,569,666 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 employees on LinkedIn®
Snowflake
(677)4.6 out of 5
1st Easiest To Use in Data Clean Room software
View top Consulting Services for Snowflake
Save to My Lists
Entry Level Price:$2 Compute/Hour
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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 applic

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 45% Enterprise
    • 42% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Snowflake Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    85
    Features
    65
    Data Management
    62
    Integrations
    57
    Scalability
    54
    Cons
    Expensive
    46
    Cost
    26
    Cost Management
    23
    Learning Curve
    22
    Feature Limitations
    20
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Snowflake features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.7
    9.3
    Centralized Computation
    Average: 8.8
    9.0
    Localized computation
    Average: 8.4
    9.0
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Snowflake, Inc.
    Year Founded
    2012
    HQ Location
    San Mateo, CA
    Twitter
    @SnowflakeDB
    169 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,207 employees on LinkedIn®
    Ownership
    NYSE:SNOW
Product Description
How are these determined?Information
This description is provided by the seller.

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 applic

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 45% Enterprise
  • 42% Mid-Market
Snowflake Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
85
Features
65
Data Management
62
Integrations
57
Scalability
54
Cons
Expensive
46
Cost
26
Cost Management
23
Learning Curve
22
Feature Limitations
20
View All Pros and Cons
Snowflake features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.7
9.3
Centralized Computation
Average: 8.8
9.0
Localized computation
Average: 8.4
9.0
Ease of Use
Average: 8.8
Seller Details
Seller
Snowflake, Inc.
Year Founded
2012
HQ Location
San Mateo, CA
Twitter
@SnowflakeDB
169 Twitter followers
LinkedIn® Page
www.linkedin.com
10,207 employees on LinkedIn®
Ownership
NYSE:SNOW

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Amazon Marketing Cloud
(74)4.4 out of 5
3rd Easiest To Use in Data Clean Room software
View top Consulting Services for Amazon Marketing Cloud
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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 signal

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 43% Mid-Market
    • 42% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Amazon Marketing Cloud features and usability ratings that predict user satisfaction
    8.7
    Ease of Admin
    Average: 8.7
    8.5
    Centralized Computation
    Average: 8.8
    8.4
    Localized computation
    Average: 8.4
    8.6
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Amazon
    Year Founded
    1994
    HQ Location
    Seattle, WA
    Twitter
    @amazon
    5,923,073 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    756,711 employees on LinkedIn®
    Ownership
    AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

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 signal

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 43% Mid-Market
  • 42% Small-Business
Amazon Marketing Cloud features and usability ratings that predict user satisfaction
8.7
Ease of Admin
Average: 8.7
8.5
Centralized Computation
Average: 8.8
8.4
Localized computation
Average: 8.4
8.6
Ease of Use
Average: 8.8
Seller Details
Seller
Amazon
Year Founded
1994
HQ Location
Seattle, WA
Twitter
@amazon
5,923,073 Twitter followers
LinkedIn® Page
www.linkedin.com
756,711 employees on LinkedIn®
Ownership
AMZN
AppsFlyer
(685)4.5 out of 5
Optimized for quick response
2nd Easiest To Use in Data Clean Room software
View top Consulting Services for AppsFlyer
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AppsFlyer helps brands make good choices for their business and their customers with its advanced measurement, data analytics, deep linking, engagement, fraud protection, data clean room and privacy p

    Users
    • Marketing Manager
    • Product Manager
    Industries
    • Marketing and Advertising
    • Financial Services
    Market Segment
    • 44% Mid-Market
    • 30% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • AppsFlyer Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Features
    26
    Analytics
    24
    Ease of Use
    21
    Insights
    18
    Attribution
    14
    Cons
    Expensive
    15
    Data Inaccuracy
    14
    Pricing Issues
    8
    Expensive Pricing
    7
    Dashboard Issues
    6
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • AppsFlyer features and usability ratings that predict user satisfaction
    8.4
    Ease of Admin
    Average: 8.7
    8.8
    Centralized Computation
    Average: 8.8
    9.0
    Localized computation
    Average: 8.4
    8.4
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    AppsFlyer
    Company Website
    Year Founded
    2011
    HQ Location
    San Francisco, CA
    Twitter
    @AppsFlyer
    12,593 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,510 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

AppsFlyer helps brands make good choices for their business and their customers with its advanced measurement, data analytics, deep linking, engagement, fraud protection, data clean room and privacy p

Users
  • Marketing Manager
  • Product Manager
Industries
  • Marketing and Advertising
  • Financial Services
Market Segment
  • 44% Mid-Market
  • 30% Enterprise
AppsFlyer Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Features
26
Analytics
24
Ease of Use
21
Insights
18
Attribution
14
Cons
Expensive
15
Data Inaccuracy
14
Pricing Issues
8
Expensive Pricing
7
Dashboard Issues
6
View All Pros and Cons
AppsFlyer features and usability ratings that predict user satisfaction
8.4
Ease of Admin
Average: 8.7
8.8
Centralized Computation
Average: 8.8
9.0
Localized computation
Average: 8.4
8.4
Ease of Use
Average: 8.8
Seller Details
Seller
AppsFlyer
Company Website
Year Founded
2011
HQ Location
San Francisco, CA
Twitter
@AppsFlyer
12,593 Twitter followers
LinkedIn® Page
www.linkedin.com
1,510 employees on LinkedIn®
Google Ads Data Hub
(45)4.4 out of 5
5th Easiest To Use in Data Clean Room software
View top Consulting Services for Google Ads Data Hub
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Seller Details
    Expand/Collapse Seller Details
Crossbeam
(274)4.8 out of 5
4th Easiest To Use in Data Clean Room software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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 ri

    Users
    • Partnerships Manager
    • Head of Partnerships
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 62% Mid-Market
    • 19% Small-Business
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Crossbeam is a platform that allows users to upload and map account data, identify overlaps between customers and prospects, and prioritize co-marketing efforts.
    • Reviewers frequently mention the ease of use, seamless integration with CRM systems, and the ability to identify overlapping customers and prospects, which aids in prioritizing co-marketing efforts and strategic planning.
    • Users mentioned challenges in onboarding non-technical partners, limitations in the types of fields that can be added, and difficulties in navigating complex data permission settings without dedicated support or training.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Crossbeam Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    10
    Data Sharing
    6
    Integrations
    5
    Account Mapping
    4
    Partnerships
    4
    Cons
    Difficult Navigation
    3
    Learning Curve
    3
    Limited Features
    3
    UX Improvement
    3
    Data Accessibility
    2
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Crossbeam features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 8.7
    8.3
    Centralized Computation
    Average: 8.8
    7.5
    Localized computation
    Average: 8.4
    9.0
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Crossbeam
    Year Founded
    2018
    HQ Location
    Philadelphia, Pennsylvania
    Twitter
    @Crossbeam
    1,359 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    182 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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 ri

Users
  • Partnerships Manager
  • Head of Partnerships
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 62% Mid-Market
  • 19% Small-Business
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Crossbeam is a platform that allows users to upload and map account data, identify overlaps between customers and prospects, and prioritize co-marketing efforts.
  • Reviewers frequently mention the ease of use, seamless integration with CRM systems, and the ability to identify overlapping customers and prospects, which aids in prioritizing co-marketing efforts and strategic planning.
  • Users mentioned challenges in onboarding non-technical partners, limitations in the types of fields that can be added, and difficulties in navigating complex data permission settings without dedicated support or training.
Crossbeam Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
10
Data Sharing
6
Integrations
5
Account Mapping
4
Partnerships
4
Cons
Difficult Navigation
3
Learning Curve
3
Limited Features
3
UX Improvement
3
Data Accessibility
2
View All Pros and Cons
Crossbeam features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 8.7
8.3
Centralized Computation
Average: 8.8
7.5
Localized computation
Average: 8.4
9.0
Ease of Use
Average: 8.8
Seller Details
Seller
Crossbeam
Year Founded
2018
HQ Location
Philadelphia, Pennsylvania
Twitter
@Crossbeam
1,359 Twitter followers
LinkedIn® Page
www.linkedin.com
182 employees on LinkedIn®
Filters
Filter
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Mid Market
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Data Clean Room Software
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  • Mid-Market
Clear Filter
More Filters
Market Segments
All Segments
Small Business
Mid Market
Enterprise
Avg. Customer Review
Language
Pricing
Collaboration Type
Data Clean Room Software
Sort by
Clear All
6 Listings in Data Clean Room Available
  • Sort By:
    G2 Score

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