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Best Data Clean Room Software

Brandon Summers-Miller
BS
Researched and written by Brandon Summers-Miller

Data clean room software is used for privacy-compliant, sensitive data collaboration. These tools enable data collaboration without data sharing. Data clean room software joins sensitive datasets for analysis and controls what happens to that data, by whom, and what results each party can extract from this analysis. All this is done without revealing sensitive source data from the underlying datasets, thus preventing data leakage. Businesses use this software to collaborate with other parties, often to augment insights from their first-party data. The most common use case is for sharing customer data sets to find overlaps for co-marketing and other advertising purposes, although the technology can be used for any sensitive data collaboration needs.

Some data clean room technologies are platform and use-case specific, while others allow external partners to collaborate. These tools often differ in where the data is processed, with some solutions enabling analysis by connecting to the data where it resides, while others provide a neutral centralized location to upload data for analysis.

To qualify for inclusion in the Data Clean Room category, a product must:

Provide secure, privacy-compliant data collaboration functionality using confidential computing methods such as secure multi-party computation
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Best Data Clean Room Software At A Glance

Highest Performer:
Easiest to Use:
Best Free Software:
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Easiest to Use:
Best Free Software:

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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26 Listings in Data Clean Room Available
(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
  • 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
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®
(74)4.4 out of 5
3rd Easiest To Use in Data Clean Room software
View top Consulting Services for Amazon Marketing Cloud
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  • 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

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(677)4.6 out of 5
1st Easiest To Use in Data Clean Room software
View top Consulting Services for Snowflake
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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
  • 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
    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
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
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
(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
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  • 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
    • Product Manager
    • Marketing 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
  • 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
  • Product Manager
  • Marketing 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
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®
(112)4.2 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Real-Time CDP is a single system for enterprises to manage person and account profiles that can be activated across the customer lifecycle. Real-time CDP is built with data governance and privacy at t

    Users
    No information available
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 32% Enterprise
    • 31% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Adobe Real-Time CDP 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
    Data Management
    42
    Personalization
    35
    Ease of Use
    34
    Integrations
    28
    Data Segmentation
    27
    Cons
    Learning Curve
    40
    Complex Setup
    25
    Difficult Setup
    24
    Expensive
    24
    Steep Learning Curve
    16
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Adobe Real-Time CDP features and usability ratings that predict user satisfaction
    7.7
    Ease of Admin
    Average: 8.7
    7.2
    Centralized Computation
    Average: 8.8
    8.2
    Localized computation
    Average: 8.4
    7.8
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Adobe
    Company Website
    Year Founded
    1982
    HQ Location
    San Jose, CA
    Twitter
    @Adobe
    958,202 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    41,406 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Real-Time CDP is a single system for enterprises to manage person and account profiles that can be activated across the customer lifecycle. Real-time CDP is built with data governance and privacy at t

Users
No information available
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 32% Enterprise
  • 31% Small-Business
Adobe Real-Time CDP 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
Data Management
42
Personalization
35
Ease of Use
34
Integrations
28
Data Segmentation
27
Cons
Learning Curve
40
Complex Setup
25
Difficult Setup
24
Expensive
24
Steep Learning Curve
16
Adobe Real-Time CDP features and usability ratings that predict user satisfaction
7.7
Ease of Admin
Average: 8.7
7.2
Centralized Computation
Average: 8.8
8.2
Localized computation
Average: 8.4
7.8
Ease of Use
Average: 8.8
Seller Details
Seller
Adobe
Company Website
Year Founded
1982
HQ Location
San Jose, CA
Twitter
@Adobe
958,202 Twitter followers
LinkedIn® Page
www.linkedin.com
41,406 employees on LinkedIn®
(45)4.4 out of 5
5th Easiest To Use in Data Clean Room software
View top Consulting Services for Google Ads Data Hub
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  • Overview
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  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Seller Details
    Expand/Collapse Seller Details
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
    45
    Ease of Use
    42
    Partnerships Management
    36
    Account Mapping
    20
    Helpful
    15
    Cons
    Partnership Challenges
    9
    Partnership Management
    8
    Improvements Needed
    6
    Difficult Learning Process
    4
    Missing Features
    4
  • 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
    Year Founded
    2016
    HQ Location
    Seattle, WA
    Twitter
    @PartnerTap
    1,178 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    29 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
45
Ease of Use
42
Partnerships Management
36
Account Mapping
20
Helpful
15
Cons
Partnership Challenges
9
Partnership Management
8
Improvements Needed
6
Difficult Learning Process
4
Missing Features
4
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
Year Founded
2016
HQ Location
Seattle, WA
Twitter
@PartnerTap
1,178 Twitter followers
LinkedIn® Page
www.linkedin.com
29 employees on LinkedIn®
(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
  • 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
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®
(113)4.2 out of 5
6th Easiest To Use in Data Clean Room software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    LiveRamp enables brands, publishers, and platforms to deliver exceptional experiences and drive measurable performance everywhere it matters with the world’s most powerful data collaboration network.

    Users
    No information available
    Industries
    • Marketing and Advertising
    • Financial Services
    Market Segment
    • 49% Enterprise
    • 32% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • LiveRamp 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
    11
    Platform Integration
    10
    Audience Activation
    6
    Data Management
    6
    Channel Management
    5
    Cons
    Difficult Learning
    6
    Learning Curve
    4
    Long Waiting Times
    4
    Poor Customer Support
    4
    Complexity
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • LiveRamp features and usability ratings that predict user satisfaction
    7.8
    Ease of Admin
    Average: 8.7
    7.5
    Centralized Computation
    Average: 8.8
    0.0
    No information available
    8.0
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    LiveRamp
    Year Founded
    2011
    HQ Location
    San Francisco, CA
    Twitter
    @LiveRamp
    6,457 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,511 employees on LinkedIn®
    Ownership
    NYSE: RAMP
Product Description
How are these determined?Information
This description is provided by the seller.

LiveRamp enables brands, publishers, and platforms to deliver exceptional experiences and drive measurable performance everywhere it matters with the world’s most powerful data collaboration network.

Users
No information available
Industries
  • Marketing and Advertising
  • Financial Services
Market Segment
  • 49% Enterprise
  • 32% Mid-Market
LiveRamp 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
11
Platform Integration
10
Audience Activation
6
Data Management
6
Channel Management
5
Cons
Difficult Learning
6
Learning Curve
4
Long Waiting Times
4
Poor Customer Support
4
Complexity
3
LiveRamp features and usability ratings that predict user satisfaction
7.8
Ease of Admin
Average: 8.7
7.5
Centralized Computation
Average: 8.8
0.0
No information available
8.0
Ease of Use
Average: 8.8
Seller Details
Seller
LiveRamp
Year Founded
2011
HQ Location
San Francisco, CA
Twitter
@LiveRamp
6,457 Twitter followers
LinkedIn® Page
www.linkedin.com
1,511 employees on LinkedIn®
Ownership
NYSE: RAMP
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Decentriq is a data collaboration platform where secure, technology-enforced data clean rooms unlock the value of sensitive data while ensuring full compliance and privacy.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 38% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Decentriq 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
    Customer Support
    6
    Ease of Use
    5
    User Interface
    4
    Advertising Strategy
    2
    Easy Setup
    2
    Cons
    Complexity Issues
    1
    Data Inaccuracy
    1
    Data Integration
    1
    Difficult Navigation
    1
    Key Recovery
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Decentriq features and usability ratings that predict user satisfaction
    10.0
    Ease of Admin
    Average: 8.7
    9.4
    Centralized Computation
    Average: 8.8
    5.4
    Localized computation
    Average: 8.4
    8.6
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Decentriq
    Year Founded
    2019
    HQ Location
    Zürich, CH
    LinkedIn® Page
    www.linkedin.com
    30 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Decentriq is a data collaboration platform where secure, technology-enforced data clean rooms unlock the value of sensitive data while ensuring full compliance and privacy.

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 38% Mid-Market
Decentriq 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
Customer Support
6
Ease of Use
5
User Interface
4
Advertising Strategy
2
Easy Setup
2
Cons
Complexity Issues
1
Data Inaccuracy
1
Data Integration
1
Difficult Navigation
1
Key Recovery
1
Decentriq features and usability ratings that predict user satisfaction
10.0
Ease of Admin
Average: 8.7
9.4
Centralized Computation
Average: 8.8
5.4
Localized computation
Average: 8.4
8.6
Ease of Use
Average: 8.8
Seller Details
Seller
Decentriq
Year Founded
2019
HQ Location
Zürich, CH
LinkedIn® Page
www.linkedin.com
30 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Optable is an identity management and data collaboration platform designed for the advertising ecosystem in the age of privacy. *Identity First* With shared identifiers like cookies & mobile I

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 57% Mid-Market
    • 43% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Optable 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
    Audience Activation
    4
    Marketing Campaigns
    4
    Audience Targeting
    3
    Customer Support
    3
    Data Sharing
    3
    Cons
    Data Accessibility
    3
    Data Integration
    2
    Inadequate Analytics
    2
    Complex Setup
    1
    Data Management
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Optable features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 8.7
    9.7
    Centralized Computation
    Average: 8.8
    9.3
    Localized computation
    Average: 8.4
    9.7
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Optable
    Year Founded
    2020
    HQ Location
    Montreal, CA
    LinkedIn® Page
    www.linkedin.com
    61 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Optable is an identity management and data collaboration platform designed for the advertising ecosystem in the age of privacy. *Identity First* With shared identifiers like cookies & mobile I

Users
No information available
Industries
No information available
Market Segment
  • 57% Mid-Market
  • 43% Enterprise
Optable 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
Audience Activation
4
Marketing Campaigns
4
Audience Targeting
3
Customer Support
3
Data Sharing
3
Cons
Data Accessibility
3
Data Integration
2
Inadequate Analytics
2
Complex Setup
1
Data Management
1
Optable features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 8.7
9.7
Centralized Computation
Average: 8.8
9.3
Localized computation
Average: 8.4
9.7
Ease of Use
Average: 8.8
Seller Details
Seller
Optable
Year Founded
2020
HQ Location
Montreal, CA
LinkedIn® Page
www.linkedin.com
61 employees on LinkedIn®
(84)4.5 out of 5
Optimized for quick response
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Permutive is a predictive data collaboration platform designed to facilitate the secure collaboration among publishers, advertisers, agencies, and retail media leaders. This innovative solution integr

    Users
    No information available
    Industries
    • Publishing
    • Marketing and Advertising
    Market Segment
    • 46% Mid-Market
    • 37% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Permutive 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
    6
    Customer Support
    5
    Easy Integrations
    5
    Features
    5
    Integrations
    5
    Cons
    Data Accessibility
    3
    Data Inaccuracy
    3
    Expensive
    2
    Poor Customer Support
    2
    Complex Setup
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Permutive features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 8.7
    8.7
    Centralized Computation
    Average: 8.8
    8.3
    Localized computation
    Average: 8.4
    8.7
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Permutive
    Company Website
    Year Founded
    2016
    HQ Location
    London
    Twitter
    @permutive
    1,217 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    108 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Permutive is a predictive data collaboration platform designed to facilitate the secure collaboration among publishers, advertisers, agencies, and retail media leaders. This innovative solution integr

Users
No information available
Industries
  • Publishing
  • Marketing and Advertising
Market Segment
  • 46% Mid-Market
  • 37% Enterprise
Permutive 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
6
Customer Support
5
Easy Integrations
5
Features
5
Integrations
5
Cons
Data Accessibility
3
Data Inaccuracy
3
Expensive
2
Poor Customer Support
2
Complex Setup
1
Permutive features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 8.7
8.7
Centralized Computation
Average: 8.8
8.3
Localized computation
Average: 8.4
8.7
Ease of Use
Average: 8.8
Seller Details
Seller
Permutive
Company Website
Year Founded
2016
HQ Location
London
Twitter
@permutive
1,217 Twitter followers
LinkedIn® Page
www.linkedin.com
108 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AWS Clean Rooms is a service that enables companies and their partners to securely collaborate on collective datasets without sharing or copying underlying data. Users can create secure data clean roo

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Clean Rooms features and usability ratings that predict user satisfaction
    0.0
    No information available
    10.0
    Centralized Computation
    Average: 8.8
    10.0
    Localized computation
    Average: 8.4
    10.0
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,218,945 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    152,002 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

AWS Clean Rooms is a service that enables companies and their partners to securely collaborate on collective datasets without sharing or copying underlying data. Users can create secure data clean roo

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
AWS Clean Rooms features and usability ratings that predict user satisfaction
0.0
No information available
10.0
Centralized Computation
Average: 8.8
10.0
Localized computation
Average: 8.4
10.0
Ease of Use
Average: 8.8
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,218,945 Twitter followers
LinkedIn® Page
www.linkedin.com
152,002 employees on LinkedIn®
Ownership
NASDAQ: AMZN
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    CipherCore is an advanced secure computation engine developed by CipherMode Labs, designed to enable data analysis and machine learning on encrypted data without the need for decryption. This innovati

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • CipherCore 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
    2
    Encryption Security
    2
    Easy Setup
    1
    Efficiency
    1
    Efficiency Improvement
    1
    Cons
    Complex Setup
    1
    Data Integration
    1
    Limited Integration
    1
    Manual Intervention Required
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • CipherCore features and usability ratings that predict user satisfaction
    0.0
    No information available
    10.0
    Centralized Computation
    Average: 8.8
    8.3
    Localized computation
    Average: 8.4
    8.3
    Ease of Use
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

CipherCore is an advanced secure computation engine developed by CipherMode Labs, designed to enable data analysis and machine learning on encrypted data without the need for decryption. This innovati

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
  • 100% Small-Business
CipherCore 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
2
Encryption Security
2
Easy Setup
1
Efficiency
1
Efficiency Improvement
1
Cons
Complex Setup
1
Data Integration
1
Limited Integration
1
Manual Intervention Required
1
CipherCore features and usability ratings that predict user satisfaction
0.0
No information available
10.0
Centralized Computation
Average: 8.8
8.3
Localized computation
Average: 8.4
8.3
Ease of Use
Average: 8.8
Seller Details
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
Entry Level Price:€350.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    BinariiDSM is an advanced Data Security Management (DSM) solution designed to provide unparalleled protection for sensitive information. Leveraging a patented security process, it fragments, encrypts,

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • BinariiDSM features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2021
    HQ Location
    Dublin 4, IE
    LinkedIn® Page
    www.linkedin.com
    16 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

BinariiDSM is an advanced Data Security Management (DSM) solution designed to provide unparalleled protection for sensitive information. Leveraging a patented security process, it fragments, encrypts,

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
BinariiDSM features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2021
HQ Location
Dublin 4, IE
LinkedIn® Page
www.linkedin.com
16 employees on LinkedIn®