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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

Easiest to Use:
Top Trending:
Best Free Software:
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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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25 Listings in Data Clean Room Available
(1,165)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
    • 38% 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
    244
    Speed
    160
    Scalability
    134
    Fast Querying
    133
    Integrations
    120
    Cons
    Expensive
    134
    Query Issues
    100
    Learning Curve
    78
    Cost Management
    66
    Cost Issues
    61
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud BigQuery features and usability ratings that predict user satisfaction
    8.5
    Ease of Admin
    Average: 8.6
    8.6
    Centralized Computation
    Average: 8.8
    8.2
    Localized computation
    Average: 8.3
    8.7
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,788,922 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    316,397 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
  • 38% 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
244
Speed
160
Scalability
134
Fast Querying
133
Integrations
120
Cons
Expensive
134
Query Issues
100
Learning Curve
78
Cost Management
66
Cost Issues
61
Google Cloud BigQuery features and usability ratings that predict user satisfaction
8.5
Ease of Admin
Average: 8.6
8.6
Centralized Computation
Average: 8.8
8.2
Localized computation
Average: 8.3
8.7
Ease of Use
Average: 8.6
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,788,922 Twitter followers
LinkedIn® Page
www.linkedin.com
316,397 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
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Amazon Marketing Cloud 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
    Analysis
    1
    Analytics
    1
    Audience Targeting
    1
    Insights
    1
    Reporting Customization
    1
    Cons
    Learning Curve
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon Marketing Cloud features and usability ratings that predict user satisfaction
    8.7
    Ease of Admin
    Average: 8.6
    8.5
    Centralized Computation
    Average: 8.8
    8.4
    Localized computation
    Average: 8.3
    8.6
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Amazon
    Year Founded
    1994
    HQ Location
    Seattle, WA
    Twitter
    @amazon
    6,015,940 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    754,196 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 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
Analysis
1
Analytics
1
Audience Targeting
1
Insights
1
Reporting Customization
1
Cons
Learning Curve
2
Amazon Marketing Cloud features and usability ratings that predict user satisfaction
8.7
Ease of Admin
Average: 8.6
8.5
Centralized Computation
Average: 8.8
8.4
Localized computation
Average: 8.3
8.6
Ease of Use
Average: 8.6
Seller Details
Seller
Amazon
Year Founded
1994
HQ Location
Seattle, WA
Twitter
@amazon
6,015,940 Twitter followers
LinkedIn® Page
www.linkedin.com
754,196 employees on LinkedIn®
Ownership
AMZN

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(649)4.6 out of 5
Optimized for quick response
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
    • 43% 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
    92
    Features
    65
    Data Management
    58
    Integrations
    55
    Scalability
    53
    Cons
    Expensive
    45
    Cost
    24
    Cost Management
    21
    Learning Curve
    20
    Feature Limitations
    19
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Snowflake features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.6
    9.3
    Centralized Computation
    Average: 8.8
    9.0
    Localized computation
    Average: 8.3
    9.0
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Mateo, CA
    Twitter
    @SnowflakeDB
    130 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,445 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
  • 45% Enterprise
  • 43% 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
92
Features
65
Data Management
58
Integrations
55
Scalability
53
Cons
Expensive
45
Cost
24
Cost Management
21
Learning Curve
20
Feature Limitations
19
Snowflake features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.6
9.3
Centralized Computation
Average: 8.8
9.0
Localized computation
Average: 8.3
9.0
Ease of Use
Average: 8.6
Seller Details
Company Website
Year Founded
2012
HQ Location
San Mateo, CA
Twitter
@SnowflakeDB
130 Twitter followers
LinkedIn® Page
www.linkedin.com
10,445 employees on LinkedIn®
(677)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
    • Marketing Manager
    • Product Manager
    Industries
    • Marketing and Advertising
    • Financial Services
    Market Segment
    • 43% 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
    Analytics
    32
    Features
    32
    Ease of Use
    25
    Insights
    25
    Integrations
    16
    Cons
    Expensive
    16
    Data Inaccuracy
    12
    Expensive Pricing
    10
    Limited Features
    9
    Dashboard Issues
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AppsFlyer features and usability ratings that predict user satisfaction
    8.4
    Ease of Admin
    Average: 8.6
    8.6
    Centralized Computation
    Average: 8.8
    8.9
    Localized computation
    Average: 8.3
    8.4
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    AppsFlyer
    Company Website
    Year Founded
    2011
    HQ Location
    San Francisco, CA
    Twitter
    @AppsFlyer
    12,587 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,508 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
  • 43% 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
Analytics
32
Features
32
Ease of Use
25
Insights
25
Integrations
16
Cons
Expensive
16
Data Inaccuracy
12
Expensive Pricing
10
Limited Features
9
Dashboard Issues
8
AppsFlyer features and usability ratings that predict user satisfaction
8.4
Ease of Admin
Average: 8.6
8.6
Centralized Computation
Average: 8.8
8.9
Localized computation
Average: 8.3
8.4
Ease of Use
Average: 8.6
Seller Details
Seller
AppsFlyer
Company Website
Year Founded
2011
HQ Location
San Francisco, CA
Twitter
@AppsFlyer
12,587 Twitter followers
LinkedIn® Page
www.linkedin.com
1,508 employees on LinkedIn®
(44)4.4 out of 5
5th Easiest To Use in Data Clean Room software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • 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
    Ease of Use
    19
    Partner Management
    17
    Partnerships Management
    14
    Account Mapping
    13
    Helpful
    11
    Cons
    Partnership Management
    6
    Difficult Learning Process
    4
    Improvements Needed
    4
    Partnership Challenges
    4
    Learning Curve
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • PartnerTap features and usability ratings that predict user satisfaction
    9.1
    Ease of Admin
    Average: 8.6
    8.3
    Centralized Computation
    Average: 8.8
    8.3
    Localized computation
    Average: 8.3
    9.2
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2016
    HQ Location
    Seattle, WA
    Twitter
    @PartnerTap
    1,182 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
Ease of Use
19
Partner Management
17
Partnerships Management
14
Account Mapping
13
Helpful
11
Cons
Partnership Management
6
Difficult Learning Process
4
Improvements Needed
4
Partnership Challenges
4
Learning Curve
3
PartnerTap features and usability ratings that predict user satisfaction
9.1
Ease of Admin
Average: 8.6
8.3
Centralized Computation
Average: 8.8
8.3
Localized computation
Average: 8.3
9.2
Ease of Use
Average: 8.6
Seller Details
Year Founded
2016
HQ Location
Seattle, WA
Twitter
@PartnerTap
1,182 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 appreciate Crossbeam's seamless integration with CRM, its ability to reveal hidden revenue opportunities, and its user-friendly interface that simplifies partner evaluation and co-marketing opportunities.
    • Reviewers noted that Crossbeam's effectiveness is limited by the quality and completeness of partner data, its complex data permission settings can be challenging to navigate without dedicated support, and recent changes to their packaging heavily limit the basic option.
  • 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
    20
    Data Sharing
    12
    Partnerships Management
    12
    Partnerships
    9
    CRM Integration
    8
    Cons
    Data Accessibility
    4
    Learning Curve
    4
    CRM Issues
    3
    Data Management
    3
    Difficult Navigation
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Crossbeam features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 8.6
    8.3
    Centralized Computation
    Average: 8.8
    7.5
    Localized computation
    Average: 8.3
    9.0
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Crossbeam
    Company Website
    Year Founded
    2018
    HQ Location
    Philadelphia, Pennsylvania
    Twitter
    @Crossbeam
    1,360 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    181 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 appreciate Crossbeam's seamless integration with CRM, its ability to reveal hidden revenue opportunities, and its user-friendly interface that simplifies partner evaluation and co-marketing opportunities.
  • Reviewers noted that Crossbeam's effectiveness is limited by the quality and completeness of partner data, its complex data permission settings can be challenging to navigate without dedicated support, and recent changes to their packaging heavily limit the basic option.
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
20
Data Sharing
12
Partnerships Management
12
Partnerships
9
CRM Integration
8
Cons
Data Accessibility
4
Learning Curve
4
CRM Issues
3
Data Management
3
Difficult Navigation
3
Crossbeam features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 8.6
8.3
Centralized Computation
Average: 8.8
7.5
Localized computation
Average: 8.3
9.0
Ease of Use
Average: 8.6
Seller Details
Seller
Crossbeam
Company Website
Year Founded
2018
HQ Location
Philadelphia, Pennsylvania
Twitter
@Crossbeam
1,360 Twitter followers
LinkedIn® Page
www.linkedin.com
181 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
    10
    Platform Integration
    8
    Connectivity
    5
    Integrations
    5
    Audience Activation
    4
    Cons
    Difficult Learning
    4
    Long Waiting Times
    4
    Poor Customer Support
    4
    Expensive
    3
    Learning Curve
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • LiveRamp features and usability ratings that predict user satisfaction
    7.8
    Ease of Admin
    Average: 8.6
    7.5
    Centralized Computation
    Average: 8.8
    0.0
    No information available
    8.0
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    LiveRamp
    Year Founded
    2011
    HQ Location
    San Francisco, CA
    Twitter
    @LiveRamp
    6,442 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,493 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
10
Platform Integration
8
Connectivity
5
Integrations
5
Audience Activation
4
Cons
Difficult Learning
4
Long Waiting Times
4
Poor Customer Support
4
Expensive
3
Learning Curve
3
LiveRamp features and usability ratings that predict user satisfaction
7.8
Ease of Admin
Average: 8.6
7.5
Centralized Computation
Average: 8.8
0.0
No information available
8.0
Ease of Use
Average: 8.6
Seller Details
Seller
LiveRamp
Year Founded
2011
HQ Location
San Francisco, CA
Twitter
@LiveRamp
6,442 Twitter followers
LinkedIn® Page
www.linkedin.com
1,493 employees on LinkedIn®
Ownership
NYSE: RAMP
  • 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
    • Information Technology and Services
    Market Segment
    • 44% Small-Business
    • 41% Enterprise
  • 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
    29
    Integrations
    23
    Data Segmentation
    20
    Ease of Use
    19
    Personalization
    18
    Cons
    Learning Curve
    22
    Expensive
    15
    Difficult Setup
    12
    Complex Setup
    11
    Integration Issues
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Adobe Real-Time CDP features and usability ratings that predict user satisfaction
    7.3
    Ease of Admin
    Average: 8.6
    6.9
    Centralized Computation
    Average: 8.8
    8.3
    Localized computation
    Average: 8.3
    7.5
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Adobe
    Year Founded
    1982
    HQ Location
    San Jose, CA
    Twitter
    @Adobe
    974,052 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    41,094 employees on LinkedIn®
    Ownership
    NASDAQ:ADBE
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
  • Information Technology and Services
Market Segment
  • 44% Small-Business
  • 41% Enterprise
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
29
Integrations
23
Data Segmentation
20
Ease of Use
19
Personalization
18
Cons
Learning Curve
22
Expensive
15
Difficult Setup
12
Complex Setup
11
Integration Issues
9
Adobe Real-Time CDP features and usability ratings that predict user satisfaction
7.3
Ease of Admin
Average: 8.6
6.9
Centralized Computation
Average: 8.8
8.3
Localized computation
Average: 8.3
7.5
Ease of Use
Average: 8.6
Seller Details
Seller
Adobe
Year Founded
1982
HQ Location
San Jose, CA
Twitter
@Adobe
974,052 Twitter followers
LinkedIn® Page
www.linkedin.com
41,094 employees on LinkedIn®
Ownership
NASDAQ:ADBE
  • 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: 8.6
    9.7
    Centralized Computation
    Average: 8.8
    9.3
    Localized computation
    Average: 8.3
    9.7
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Optable
    Year Founded
    2020
    HQ Location
    Montreal
    LinkedIn® Page
    www.linkedin.com
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: 8.6
9.7
Centralized Computation
Average: 8.8
9.3
Localized computation
Average: 8.3
9.7
Ease of Use
Average: 8.6
Seller Details
Seller
Optable
Year Founded
2020
HQ Location
Montreal
LinkedIn® Page
www.linkedin.com
  • 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
    • 67% Enterprise
    • 33% 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
    4
    Ease of Use
    3
    User Interface
    3
    Advertising Strategy
    2
    Efficiency
    2
    Cons
    Complexity Issues
    1
    Data Inaccuracy
    1
    Data Integration
    1
    Key Recovery
    1
    Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Decentriq features and usability ratings that predict user satisfaction
    10.0
    Ease of Admin
    Average: 8.6
    9.4
    Centralized Computation
    Average: 8.8
    4.2
    Localized computation
    Average: 8.3
    8.0
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Decentriq
    Year Founded
    2019
    HQ Location
    Zurich, Switzerland
    LinkedIn® Page
    www.linkedin.com
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
  • 67% Enterprise
  • 33% 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
4
Ease of Use
3
User Interface
3
Advertising Strategy
2
Efficiency
2
Cons
Complexity Issues
1
Data Inaccuracy
1
Data Integration
1
Key Recovery
1
Learning Curve
1
Decentriq features and usability ratings that predict user satisfaction
10.0
Ease of Admin
Average: 8.6
9.4
Centralized Computation
Average: 8.8
4.2
Localized computation
Average: 8.3
8.0
Ease of Use
Average: 8.6
Seller Details
Seller
Decentriq
Year Founded
2019
HQ Location
Zurich, Switzerland
LinkedIn® Page
www.linkedin.com
(84)4.5 out of 5
Optimized for quick response
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  • 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: 8.6
    8.7
    Centralized Computation
    Average: 8.8
    8.3
    Localized computation
    Average: 8.3
    8.7
    Ease of Use
    Average: 8.6
  • 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
    110 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: 8.6
8.7
Centralized Computation
Average: 8.8
8.3
Localized computation
Average: 8.3
8.7
Ease of Use
Average: 8.6
Seller Details
Seller
Permutive
Company Website
Year Founded
2016
HQ Location
London
Twitter
@permutive
1,217 Twitter followers
LinkedIn® Page
www.linkedin.com
110 employees on LinkedIn®
  • 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
    • 50% Mid-Market
    • 50% 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
    9.2
    Localized computation
    Average: 8.3
    7.5
    Ease of Use
    Average: 8.6
  • 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
  • 50% Mid-Market
  • 50% 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
9.2
Localized computation
Average: 8.3
7.5
Ease of Use
Average: 8.6
Seller Details
LinkedIn® Page
www.linkedin.com
1 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: 8.3
    10.0
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,234,689 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 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: 8.3
10.0
Ease of Use
Average: 8.6
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,234,689 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
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
    17 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
17 employees on LinkedIn®