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Best Enterprise Data Clean Room Software

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, 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.

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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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5 Listings in Enterprise Data Clean Room Software Available

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    G2 Score
Google Cloud BigQuery
(1,209)4.5 out of 5
View top Consulting Services for Google Cloud BigQuery
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.

    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
    • 35% 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
    162
    Speed
    142
    Fast Querying
    121
    Integrations
    119
    Scalability
    116
    Cons
    Expensive
    129
    Query Issues
    74
    Cost Issues
    62
    Cost Management
    60
    Learning Curve
    55
    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
    31,701,494 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
  • 35% 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
162
Speed
142
Fast Querying
121
Integrations
119
Scalability
116
Cons
Expensive
129
Query Issues
74
Cost Issues
62
Cost Management
60
Learning Curve
55
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
31,701,494 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 employees on LinkedIn®
Snowflake
(679)4.6 out of 5
Optimized for quick response
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
    • 44% 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
    93
    Features
    70
    Data Management
    67
    Scalability
    63
    Integrations
    61
    Cons
    Expensive
    53
    Cost
    33
    Cost Management
    29
    Learning Curve
    26
    Feature Limitations
    22
    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.
    Company Website
    Year Founded
    2012
    HQ Location
    San Mateo, CA
    Twitter
    @SnowflakeDB
    198 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,857 employees on LinkedIn®
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
  • 44% 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
93
Features
70
Data Management
67
Scalability
63
Integrations
61
Cons
Expensive
53
Cost
33
Cost Management
29
Learning Curve
26
Feature Limitations
22
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.
Company Website
Year Founded
2012
HQ Location
San Mateo, CA
Twitter
@SnowflakeDB
198 Twitter followers
LinkedIn® Page
www.linkedin.com
10,857 employees on LinkedIn®
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AppsFlyer
(688)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
    25
    Ease of Use
    21
    Insights
    19
    User Interface
    15
    Cons
    Expensive
    16
    Data Inaccuracy
    14
    Pricing Issues
    9
    Expensive Pricing
    7
    Complexity
    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
    12,615 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
25
Ease of Use
21
Insights
19
User Interface
15
Cons
Expensive
16
Data Inaccuracy
14
Pricing Issues
9
Expensive Pricing
7
Complexity
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
12,615 Twitter followers
LinkedIn® Page
www.linkedin.com
1,510 employees on LinkedIn®
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
    5,918,052 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
5,918,052 Twitter followers
LinkedIn® Page
www.linkedin.com
756,711 employees on LinkedIn®
Ownership
AMZN
PartnerTap
(211)4.7 out of 5
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.

    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,

    Users
    • Major Accounts District Manager
    • Major Account District Manager
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 55% Enterprise
    • 28% Mid-Market
    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.
    • PartnerTap is a tool that aids in identifying overlap, aligning targets, and accelerating deals between business partners.
    • Users frequently mention the significant increase in account mapping, streamlined collaboration, one-click insights, and the tool's intuitive and smooth process as major benefits.
    • Reviewers mentioned that the tool could use a bit of polish, lacks some features, and the navigation system of the platform can be improved as it can take a while to understand the features.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • PartnerTap 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
    Partner Management
    44
    Ease of Use
    42
    Partnerships Management
    37
    Account Mapping
    21
    Helpful
    15
    Cons
    Partnership Challenges
    9
    Partnership Management
    8
    Improvements Needed
    6
    Difficult Learning Process
    5
    Learning Curve
    4
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • PartnerTap features and usability ratings that predict user satisfaction
    9.1
    Ease of Admin
    Average: 8.7
    8.3
    Centralized Computation
    Average: 8.8
    8.3
    Localized computation
    Average: 8.4
    9.2
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    PartnerTap
    Year Founded
    2016
    HQ Location
    Seattle, WA
    Twitter
    @PartnerTap
    1,177 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    28 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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,

Users
  • Major Accounts District Manager
  • Major Account District Manager
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 55% Enterprise
  • 28% Mid-Market
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.
  • PartnerTap is a tool that aids in identifying overlap, aligning targets, and accelerating deals between business partners.
  • Users frequently mention the significant increase in account mapping, streamlined collaboration, one-click insights, and the tool's intuitive and smooth process as major benefits.
  • Reviewers mentioned that the tool could use a bit of polish, lacks some features, and the navigation system of the platform can be improved as it can take a while to understand the features.
PartnerTap 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
Partner Management
44
Ease of Use
42
Partnerships Management
37
Account Mapping
21
Helpful
15
Cons
Partnership Challenges
9
Partnership Management
8
Improvements Needed
6
Difficult Learning Process
5
Learning Curve
4
View All Pros and Cons
PartnerTap features and usability ratings that predict user satisfaction
9.1
Ease of Admin
Average: 8.7
8.3
Centralized Computation
Average: 8.8
8.3
Localized computation
Average: 8.4
9.2
Ease of Use
Average: 8.8
Seller Details
Seller
PartnerTap
Year Founded
2016
HQ Location
Seattle, WA
Twitter
@PartnerTap
1,177 Twitter followers
LinkedIn® Page
www.linkedin.com
28 employees on LinkedIn®
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5 Listings in Enterprise Data Clean Room Software Available

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