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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

Best Data Clean Room Software At A Glance

Best for Small Businesses:
Best for Mid-Market:
Best for Enterprise:
Highest User Satisfaction:
Best Free Software:
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Best for Enterprise:
Highest User Satisfaction:
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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24 Listings in Data Clean Room Available
(74)4.4 out of 5
2nd 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
    Ease of Use
    25
    Insights
    13
    Security
    13
    Analytics
    11
    Audience Targeting
    9
    Cons
    Learning Curve
    14
    Expensive
    11
    Complex Setup
    5
    Limited Features
    4
    Poor Interface
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon Marketing Cloud features and usability ratings that predict user satisfaction
    8.7
    Ease of Admin
    Average: 8.3
    8.5
    Centralized Computation
    Average: 8.6
    8.4
    Localized computation
    Average: 8.7
    8.6
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Amazon
    Year Founded
    1994
    HQ Location
    Seattle, WA
    Twitter
    @amazon
    6,020,295 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    730,927 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
Ease of Use
25
Insights
13
Security
13
Analytics
11
Audience Targeting
9
Cons
Learning Curve
14
Expensive
11
Complex Setup
5
Limited Features
4
Poor Interface
4
Amazon Marketing Cloud features and usability ratings that predict user satisfaction
8.7
Ease of Admin
Average: 8.3
8.5
Centralized Computation
Average: 8.6
8.4
Localized computation
Average: 8.7
8.6
Ease of Use
Average: 8.5
Seller Details
Seller
Amazon
Year Founded
1994
HQ Location
Seattle, WA
Twitter
@amazon
6,020,295 Twitter followers
LinkedIn® Page
www.linkedin.com
730,927 employees on LinkedIn®
Ownership
AMZN
(44)4.4 out of 5
5th Easiest To Use in Data Clean Room software
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  • Overview
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  • Pros and Cons
    Expand/Collapse Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Seller Details
    Expand/Collapse Seller Details

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(628)4.5 out of 5
Optimized for quick response
4th Easiest To Use in Data Clean Room software
View top Consulting Services for AppsFlyer
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  • Overview
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  • 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
    • Growth Marketing Manager
    Industries
    • Marketing and Advertising
    • Financial Services
    Market Segment
    • 43% Mid-Market
    • 29% 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
    Ease of Use
    37
    Features
    37
    Analytics
    31
    Insights
    28
    Attribution
    20
    Cons
    Expensive
    16
    Data Inaccuracy
    15
    Poor Customer Support
    12
    Expensive Pricing
    11
    Integration Issues
    10
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AppsFlyer features and usability ratings that predict user satisfaction
    8.4
    Ease of Admin
    Average: 8.3
    8.5
    Centralized Computation
    Average: 8.6
    8.7
    Localized computation
    Average: 8.7
    8.4
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    AppsFlyer
    Company Website
    Year Founded
    2011
    HQ Location
    San Francisco, CA
    Twitter
    @AppsFlyer
    12,476 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,602 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
  • Growth Marketing Manager
Industries
  • Marketing and Advertising
  • Financial Services
Market Segment
  • 43% Mid-Market
  • 29% 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
Ease of Use
37
Features
37
Analytics
31
Insights
28
Attribution
20
Cons
Expensive
16
Data Inaccuracy
15
Poor Customer Support
12
Expensive Pricing
11
Integration Issues
10
AppsFlyer features and usability ratings that predict user satisfaction
8.4
Ease of Admin
Average: 8.3
8.5
Centralized Computation
Average: 8.6
8.7
Localized computation
Average: 8.7
8.4
Ease of Use
Average: 8.5
Seller Details
Seller
AppsFlyer
Company Website
Year Founded
2011
HQ Location
San Francisco, CA
Twitter
@AppsFlyer
12,476 Twitter followers
LinkedIn® Page
www.linkedin.com
1,602 employees on LinkedIn®
(584)4.5 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
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 47% Enterprise
    • 40% 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
    131
    Features
    75
    Data Management
    63
    Efficiency Improvement
    61
    Database Management
    58
    Cons
    Expensive
    55
    Feature Limitations
    46
    Limited Features
    33
    Missing Features
    28
    Query Issues
    28
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Snowflake features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.3
    8.9
    Centralized Computation
    Average: 8.6
    8.6
    Localized computation
    Average: 8.7
    9.0
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Mateo, CA
    Twitter
    @SnowflakeDB
    55,795 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    8,874 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
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 47% Enterprise
  • 40% 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
131
Features
75
Data Management
63
Efficiency Improvement
61
Database Management
58
Cons
Expensive
55
Feature Limitations
46
Limited Features
33
Missing Features
28
Query Issues
28
Snowflake features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.3
8.9
Centralized Computation
Average: 8.6
8.6
Localized computation
Average: 8.7
9.0
Ease of Use
Average: 8.5
Seller Details
Company Website
Year Founded
2012
HQ Location
San Mateo, CA
Twitter
@SnowflakeDB
55,795 Twitter followers
LinkedIn® Page
www.linkedin.com
8,874 employees on LinkedIn®
(1,090)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
    • 33% 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
    344
    Speed
    191
    Fast Querying
    171
    Querying
    162
    Performance
    160
    Cons
    Expensive
    153
    Query Issues
    139
    Learning Curve
    109
    Cost Issues
    86
    Cost Management
    84
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud BigQuery features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.3
    8.8
    Centralized Computation
    Average: 8.6
    8.6
    Localized computation
    Average: 8.7
    8.7
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,520,271 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    301,875 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
  • 33% 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
344
Speed
191
Fast Querying
171
Querying
162
Performance
160
Cons
Expensive
153
Query Issues
139
Learning Curve
109
Cost Issues
86
Cost Management
84
Google Cloud BigQuery features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.3
8.8
Centralized Computation
Average: 8.6
8.6
Localized computation
Average: 8.7
8.7
Ease of Use
Average: 8.5
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,520,271 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®
(262)4.8 out of 5
3rd Easiest To Use in Data Clean Room software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Crossbeam watches your partner ecosystem and securely surfaces the data, people, and companies in your network that will accelerate and close your next deal. Book more revenue with the people and par

    Users
    • Partnerships Manager
    • Head of Partnerships
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 63% Mid-Market
    • 19% Small-Business
  • 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
    Partnerships Management
    75
    Ease of Use
    67
    Partnerships
    66
    Data Sharing
    55
    Account Mapping
    47
    Cons
    Data Management
    14
    Data Inaccuracy
    13
    Partnership Challenges
    13
    Partnership Issues
    13
    CRM Integration Issues
    12
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Crossbeam features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 8.3
    0.0
    No information available
    0.0
    No information available
    9.1
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Crossbeam
    Company Website
    Year Founded
    2018
    HQ Location
    Philadelphia, Pennsylvania
    Twitter
    @Crossbeam
    1,368 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    136 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Crossbeam watches your partner ecosystem and securely surfaces the data, people, and companies in your network that will accelerate and close your next deal. Book more revenue with the people and par

Users
  • Partnerships Manager
  • Head of Partnerships
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 63% Mid-Market
  • 19% Small-Business
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
Partnerships Management
75
Ease of Use
67
Partnerships
66
Data Sharing
55
Account Mapping
47
Cons
Data Management
14
Data Inaccuracy
13
Partnership Challenges
13
Partnership Issues
13
CRM Integration Issues
12
Crossbeam features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 8.3
0.0
No information available
0.0
No information available
9.1
Ease of Use
Average: 8.5
Seller Details
Seller
Crossbeam
Company Website
Year Founded
2018
HQ Location
Philadelphia, Pennsylvania
Twitter
@Crossbeam
1,368 Twitter followers
LinkedIn® Page
www.linkedin.com
136 employees on LinkedIn®
(82)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 empowers publishers, advertisers, and media owners to navigate the digital advertising landscape with greater safety and predictability. By unifying, orchestrating, and connecting the advert

    Users
    No information available
    Industries
    • Publishing
    • Marketing and Advertising
    Market Segment
    • 48% Mid-Market
    • 35% 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
    5
    Customer Support
    4
    Easy Integrations
    4
    Features
    4
    Integrations
    4
    Cons
    Data Accessibility
    2
    Data Inaccuracy
    2
    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: 8.3
    8.7
    Centralized Computation
    Average: 8.6
    8.3
    Localized computation
    Average: 8.7
    8.7
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Permutive
    Company Website
    Year Founded
    2016
    HQ Location
    London
    Twitter
    @permutive
    1,241 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    118 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Permutive empowers publishers, advertisers, and media owners to navigate the digital advertising landscape with greater safety and predictability. By unifying, orchestrating, and connecting the advert

Users
No information available
Industries
  • Publishing
  • Marketing and Advertising
Market Segment
  • 48% Mid-Market
  • 35% 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
5
Customer Support
4
Easy Integrations
4
Features
4
Integrations
4
Cons
Data Accessibility
2
Data Inaccuracy
2
Expensive
2
Poor Customer Support
2
Complex Setup
1
Permutive features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 8.3
8.7
Centralized Computation
Average: 8.6
8.3
Localized computation
Average: 8.7
8.7
Ease of Use
Average: 8.5
Seller Details
Seller
Permutive
Company Website
Year Founded
2016
HQ Location
London
Twitter
@permutive
1,241 Twitter followers
LinkedIn® Page
www.linkedin.com
118 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    LiveRamp’s Clean Room, powered by Habu is designed for modern collaboration, working with data wherever the data lives. For data owners, maintain control of your data and flexibly customize clean roo

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 80% Enterprise
    • 20% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • LiveRamp Clean Room, Powered by Habu features and usability ratings that predict user satisfaction
    7.1
    Ease of Admin
    Average: 8.3
    7.5
    Centralized Computation
    Average: 8.6
    0.0
    No information available
    7.1
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    LiveRamp
    Year Founded
    2011
    HQ Location
    San Francisco, CA
    Twitter
    @LiveRamp
    6,483 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,529 employees on LinkedIn®
    Ownership
    NYSE: RAMP
Product Description
How are these determined?Information
This description is provided by the seller.

LiveRamp’s Clean Room, powered by Habu is designed for modern collaboration, working with data wherever the data lives. For data owners, maintain control of your data and flexibly customize clean roo

Users
No information available
Industries
No information available
Market Segment
  • 80% Enterprise
  • 20% Mid-Market
LiveRamp Clean Room, Powered by Habu features and usability ratings that predict user satisfaction
7.1
Ease of Admin
Average: 8.3
7.5
Centralized Computation
Average: 8.6
0.0
No information available
7.1
Ease of Use
Average: 8.5
Seller Details
Seller
LiveRamp
Year Founded
2011
HQ Location
San Francisco, CA
Twitter
@LiveRamp
6,483 Twitter followers
LinkedIn® Page
www.linkedin.com
1,529 employees on LinkedIn®
Ownership
NYSE: RAMP
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
    No information available
    Market Segment
    • 86% Small-Business
    • 14% 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 Segmentation
    3
    Ease of Use
    3
    Analytics
    2
    Audience Analysis
    2
    Data Management
    2
    Cons
    Expensive
    3
    Data Integration
    2
    Integration Issues
    2
    Learning Curve
    2
    Ad Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Adobe Real-Time CDP features and usability ratings that predict user satisfaction
    6.3
    Ease of Admin
    Average: 8.3
    7.5
    Centralized Computation
    Average: 8.6
    8.3
    Localized computation
    Average: 8.7
    7.1
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Adobe
    Company Website
    Year Founded
    1982
    HQ Location
    San Jose, CA
    Twitter
    @Adobe
    973,290 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    42,285 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
No information available
Market Segment
  • 86% Small-Business
  • 14% 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 Segmentation
3
Ease of Use
3
Analytics
2
Audience Analysis
2
Data Management
2
Cons
Expensive
3
Data Integration
2
Integration Issues
2
Learning Curve
2
Ad Issues
1
Adobe Real-Time CDP features and usability ratings that predict user satisfaction
6.3
Ease of Admin
Average: 8.3
7.5
Centralized Computation
Average: 8.6
8.3
Localized computation
Average: 8.7
7.1
Ease of Use
Average: 8.5
Seller Details
Seller
Adobe
Company Website
Year Founded
1982
HQ Location
San Jose, CA
Twitter
@Adobe
973,290 Twitter followers
LinkedIn® Page
www.linkedin.com
42,285 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • 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: 8.6
    9.2
    Localized computation
    Average: 8.7
    7.5
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
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: 8.6
9.2
Localized computation
Average: 8.7
7.5
Ease of Use
Average: 8.5
Seller Details
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Optable is a data management & collaboration solution designed for the advertising ecosystem in the age of privacy. Optable makes it easy for advertisers and publishers to use their audience data

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • 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
    Data Sharing
    2
    Efficiency Improvement
    2
    Audience Activation
    1
    Connectivity
    1
    Data Management
    1
    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
    0.0
    No information available
    8.3
    Centralized Computation
    Average: 8.6
    8.3
    Localized computation
    Average: 8.7
    8.3
    Ease of Use
    Average: 8.5
  • 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 a data management & collaboration solution designed for the advertising ecosystem in the age of privacy. Optable makes it easy for advertisers and publishers to use their audience data

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
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
Data Sharing
2
Efficiency Improvement
2
Audience Activation
1
Connectivity
1
Data Management
1
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
0.0
No information available
8.3
Centralized Computation
Average: 8.6
8.3
Localized computation
Average: 8.7
8.3
Ease of Use
Average: 8.5
Seller Details
Seller
Optable
Year Founded
2020
HQ Location
Montreal
LinkedIn® Page
www.linkedin.com
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    PartnerTap is a data-driven discovery platform for partner revenue. PartnerTap gives partner, channel, and sales teams everything they need to automate account mapping, share partner pipeline in real-

    Users
    • Major Accounts District Manager
    • Major Account District Manager
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 57% Enterprise
    • 26% 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 helps identify and connect with partner representatives, automates account mapping for sales development, and facilitates data sharing between vendors and resellers.
    • Reviewers like the ease of use, efficient results, and the time-saving aspect of the tool, with many stating that it has significantly streamlined their partnerships and improved their business operations.
    • Users experienced issues with connecting the tool to their CRM, found the refinement of filters confusing, and expressed concerns about the security of sharing information with external companies.
  • 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
    37
    Partner Management
    35
    Partnerships Management
    30
    Account Mapping
    16
    Data Sharing
    16
    Cons
    Partnership Challenges
    6
    Difficult Learning Process
    4
    Partnership Management
    4
    Expensive
    3
    Improvements Needed
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • PartnerTap features and usability ratings that predict user satisfaction
    9.1
    Ease of Admin
    Average: 8.3
    0.0
    No information available
    0.0
    No information available
    9.2
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2016
    HQ Location
    Seattle, WA
    Twitter
    @PartnerTap
    1,187 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    27 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

PartnerTap is a data-driven discovery platform for partner revenue. PartnerTap gives partner, channel, and sales teams everything they need to automate account mapping, share partner pipeline in real-

Users
  • Major Accounts District Manager
  • Major Account District Manager
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 57% Enterprise
  • 26% 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 helps identify and connect with partner representatives, automates account mapping for sales development, and facilitates data sharing between vendors and resellers.
  • Reviewers like the ease of use, efficient results, and the time-saving aspect of the tool, with many stating that it has significantly streamlined their partnerships and improved their business operations.
  • Users experienced issues with connecting the tool to their CRM, found the refinement of filters confusing, and expressed concerns about the security of sharing information with external companies.
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
37
Partner Management
35
Partnerships Management
30
Account Mapping
16
Data Sharing
16
Cons
Partnership Challenges
6
Difficult Learning Process
4
Partnership Management
4
Expensive
3
Improvements Needed
3
PartnerTap features and usability ratings that predict user satisfaction
9.1
Ease of Admin
Average: 8.3
0.0
No information available
0.0
No information available
9.2
Ease of Use
Average: 8.5
Seller Details
Year Founded
2016
HQ Location
Seattle, WA
Twitter
@PartnerTap
1,187 Twitter followers
LinkedIn® Page
www.linkedin.com
27 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Clean Rooms 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 Sharing
    1
    Partnerships
    1
    Secure Sharing
    1
    Security
    1
    Cons
    This product has not yet received any negative sentiments.
  • 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: 8.6
    10.0
    Localized computation
    Average: 8.7
    10.0
    Ease of Use
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,230,610 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    136,383 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
AWS Clean Rooms 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 Sharing
1
Partnerships
1
Secure Sharing
1
Security
1
Cons
This product has not yet received any negative sentiments.
AWS Clean Rooms features and usability ratings that predict user satisfaction
0.0
No information available
10.0
Centralized Computation
Average: 8.6
10.0
Localized computation
Average: 8.7
10.0
Ease of Use
Average: 8.5
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,230,610 Twitter followers
LinkedIn® Page
www.linkedin.com
136,383 employees on LinkedIn®
Ownership
NASDAQ: AMZN
0 ratings
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  • 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.

    We don't have enough data from reviews to share who uses this product. Write 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
  • Decentriq 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
    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.

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Decentriq 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
Seller
Decentriq
Year Founded
2019
HQ Location
Zurich, Switzerland
LinkedIn® Page
www.linkedin.com
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Duality SecurePlus® enables multiple parties to securely compute on sensitive data while preserving privacy, confidentiality, and regulatory compliance. SecurePlus seamlessly integrates with existing

    We don't have enough data from reviews to share who uses this product. Write 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
  • Duality SecurePlus 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
    Seller
    Duality
    HQ Location
    Newark, NJ
    Twitter
    @DualityEngine
    6 Twitter followers
Product Description
How are these determined?Information
This description is provided by the seller.

Duality SecurePlus® enables multiple parties to securely compute on sensitive data while preserving privacy, confidentiality, and regulatory compliance. SecurePlus seamlessly integrates with existing

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Duality SecurePlus 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
Seller
Duality
HQ Location
Newark, NJ
Twitter
@DualityEngine
6 Twitter followers