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Best Enterprise Data Quality Tools

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall Data Quality category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Data Quality to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Data Quality category.

In addition to qualifying for inclusion in the Data Quality Tools category, to qualify for inclusion in the Enterprise Business Data Quality Tools category, a product must have at least 10 reviews left by a reviewer from an enterprise business.

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

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23 Listings in Enterprise Data Quality Tools Available

(437)4.4 out of 5
15th Easiest To Use in Data Quality software
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Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Monte Carlo, the data + AI observability leader, enables enterprise organizations to drive mission-critical initiatives with trusted foundations. Nasdaq, Honeywell, Roche, and hundreds of leading orga

    Users
    • Data Engineer
    • Senior Data Engineer
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 51% Enterprise
    • 45% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Monte Carlo 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
    158
    Monitoring
    140
    Alerts
    133
    Alerting System
    94
    Features
    85
    Cons
    Alert Management
    71
    Alert Overload
    70
    Inefficient Alert System
    64
    UX Improvement
    56
    Limited Features
    46
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Monte Carlo features and usability ratings that predict user satisfaction
    9.0
    Quality of Support
    Average: 8.8
    7.5
    Automation
    Average: 8.7
    8.0
    Identification
    Average: 8.8
    6.0
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    San Francisco, US
    Twitter
    @montecarlodata
    1,595 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    550 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Monte Carlo, the data + AI observability leader, enables enterprise organizations to drive mission-critical initiatives with trusted foundations. Nasdaq, Honeywell, Roche, and hundreds of leading orga

Users
  • Data Engineer
  • Senior Data Engineer
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 51% Enterprise
  • 45% Mid-Market
Monte Carlo 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
158
Monitoring
140
Alerts
133
Alerting System
94
Features
85
Cons
Alert Management
71
Alert Overload
70
Inefficient Alert System
64
UX Improvement
56
Limited Features
46
Monte Carlo features and usability ratings that predict user satisfaction
9.0
Quality of Support
Average: 8.8
7.5
Automation
Average: 8.7
8.0
Identification
Average: 8.8
6.0
Preventative Cleaning
Average: 8.5
Seller Details
Company Website
HQ Location
San Francisco, US
Twitter
@montecarlodata
1,595 Twitter followers
LinkedIn® Page
www.linkedin.com
550 employees on LinkedIn®
(585)4.3 out of 5
4th Easiest To Use in Data Quality software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Organizations face increasing demands for high-powered analytics that produce fast, trustworthy results. Whether it’s providing teams of data scientists with advanced machine learning capabilities or

    Users
    • Student
    • Statistical Programmer
    Industries
    • Pharmaceuticals
    • Higher Education
    Market Segment
    • 34% Small-Business
    • 32% Enterprise
    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.
    • SAS Viya is a cloud-based analytics tool that supports multiple programming languages and offers data integration, data preparation, AI/ML solutions, and dashboard design capabilities.
    • Reviewers like the tool's ability to handle large datasets quickly, its integration of advanced analytics, AI, and machine learning into a single platform, and its cloud-native architecture that provides flexibility, scalability, and easy collaboration across teams.
    • Users mentioned that the initial setup and configuration can be complex, especially for organizations new to the platform, and some advanced features require significant technical expertise, making the learning curve steep for new users.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SAS Viya 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
    184
    Features
    128
    Analytics
    111
    Data Analysis
    85
    Learning
    80
    Cons
    Learning Curve
    88
    Learning Difficulty
    88
    Complexity
    78
    Difficult Learning
    67
    Expensive
    63
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Viya features and usability ratings that predict user satisfaction
    8.3
    Quality of Support
    Average: 8.8
    9.0
    Automation
    Average: 8.7
    8.7
    Identification
    Average: 8.8
    8.7
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,782 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,025 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Organizations face increasing demands for high-powered analytics that produce fast, trustworthy results. Whether it’s providing teams of data scientists with advanced machine learning capabilities or

Users
  • Student
  • Statistical Programmer
Industries
  • Pharmaceuticals
  • Higher Education
Market Segment
  • 34% Small-Business
  • 32% Enterprise
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.
  • SAS Viya is a cloud-based analytics tool that supports multiple programming languages and offers data integration, data preparation, AI/ML solutions, and dashboard design capabilities.
  • Reviewers like the tool's ability to handle large datasets quickly, its integration of advanced analytics, AI, and machine learning into a single platform, and its cloud-native architecture that provides flexibility, scalability, and easy collaboration across teams.
  • Users mentioned that the initial setup and configuration can be complex, especially for organizations new to the platform, and some advanced features require significant technical expertise, making the learning curve steep for new users.
SAS Viya 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
184
Features
128
Analytics
111
Data Analysis
85
Learning
80
Cons
Learning Curve
88
Learning Difficulty
88
Complexity
78
Difficult Learning
67
Expensive
63
SAS Viya features and usability ratings that predict user satisfaction
8.3
Quality of Support
Average: 8.8
9.0
Automation
Average: 8.7
8.7
Identification
Average: 8.8
8.7
Preventative Cleaning
Average: 8.5
Seller Details
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,782 Twitter followers
LinkedIn® Page
www.linkedin.com
18,025 employees on LinkedIn®

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(118)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.

    Built by a data team, for data teams, Atlan is THE Active Metadata platform for enterprises to find, trust, and govern AI-ready data, and a leader in The Forrester Wave™: Enterprise Data Catalogs, Q3

    Users
    No information available
    Industries
    • Financial Services
    • Information Technology and Services
    Market Segment
    • 54% Mid-Market
    • 40% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Atlan 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
    23
    Features
    17
    User Interface
    15
    Data Lineage
    14
    Integrations
    12
    Cons
    Limited Functionality
    7
    Lacking Features
    6
    Missing Features
    6
    Data Lineage Issues
    5
    Integration Issues
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Atlan features and usability ratings that predict user satisfaction
    9.3
    Quality of Support
    Average: 8.8
    7.7
    Automation
    Average: 8.7
    7.6
    Identification
    Average: 8.8
    6.8
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Atlan
    Company Website
    Year Founded
    2019
    HQ Location
    New York, US
    Twitter
    @AtlanHQ
    9,588 Twitter followers
    LinkedIn® Page
    in.linkedin.com
    548 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Built by a data team, for data teams, Atlan is THE Active Metadata platform for enterprises to find, trust, and govern AI-ready data, and a leader in The Forrester Wave™: Enterprise Data Catalogs, Q3

Users
No information available
Industries
  • Financial Services
  • Information Technology and Services
Market Segment
  • 54% Mid-Market
  • 40% Enterprise
Atlan 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
23
Features
17
User Interface
15
Data Lineage
14
Integrations
12
Cons
Limited Functionality
7
Lacking Features
6
Missing Features
6
Data Lineage Issues
5
Integration Issues
5
Atlan features and usability ratings that predict user satisfaction
9.3
Quality of Support
Average: 8.8
7.7
Automation
Average: 8.7
7.6
Identification
Average: 8.8
6.8
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Atlan
Company Website
Year Founded
2019
HQ Location
New York, US
Twitter
@AtlanHQ
9,588 Twitter followers
LinkedIn® Page
in.linkedin.com
548 employees on LinkedIn®
(97)4.2 out of 5
Optimized for quick response
View top Consulting Services for Collibra
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are trying

    Users
    No information available
    Industries
    • Financial Services
    • Banking
    Market Segment
    • 73% Enterprise
    • 20% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Collibra 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
    10
    Ease of Use
    9
    Integrations
    9
    Data Management
    8
    Data Governance
    7
    Cons
    Limited Functionality
    7
    Missing Features
    5
    Complexity Issues
    4
    Complex Setup
    4
    Improvement Needed
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Collibra features and usability ratings that predict user satisfaction
    8.1
    Quality of Support
    Average: 8.8
    7.8
    Automation
    Average: 8.7
    8.3
    Identification
    Average: 8.8
    7.1
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Collibra
    Company Website
    Year Founded
    2008
    HQ Location
    New York, New York
    Twitter
    @collibra
    5,758 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,044 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Try Collibra for free @ Collibra.com/tour Collibra is for organizations with complex data challenges, hybrid data ecosystems—and big ambitions for data and AI. We help organizations who are trying

Users
No information available
Industries
  • Financial Services
  • Banking
Market Segment
  • 73% Enterprise
  • 20% Mid-Market
Collibra 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
10
Ease of Use
9
Integrations
9
Data Management
8
Data Governance
7
Cons
Limited Functionality
7
Missing Features
5
Complexity Issues
4
Complex Setup
4
Improvement Needed
4
Collibra features and usability ratings that predict user satisfaction
8.1
Quality of Support
Average: 8.8
7.8
Automation
Average: 8.7
8.3
Identification
Average: 8.8
7.1
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Collibra
Company Website
Year Founded
2008
HQ Location
New York, New York
Twitter
@collibra
5,758 Twitter followers
LinkedIn® Page
www.linkedin.com
1,044 employees on LinkedIn®
(282)4.6 out of 5
Optimized for quick response
6th Easiest To Use in Data Quality software
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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.

    DemandTools is the secure data quality platform that ensures your data remains your most valuable asset. With DemandTools, you manage your CRM data in minutes, not months, so you always have accura

    Users
    • Salesforce Administrator
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 48% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DemandTools 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
    21
    Time-saving
    9
    Customer Support
    6
    Duplicate Management
    6
    Efficiency
    5
    Cons
    Missing Features
    4
    Learning Curve
    3
    Limited Functionality
    3
    Limitations
    2
    Poor Interface Design
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DemandTools features and usability ratings that predict user satisfaction
    8.8
    Quality of Support
    Average: 8.8
    8.3
    Automation
    Average: 8.7
    9.1
    Identification
    Average: 8.8
    8.9
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    Boston, Massachusetts
    Twitter
    @TrustValidity
    1,154 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    324 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DemandTools is the secure data quality platform that ensures your data remains your most valuable asset. With DemandTools, you manage your CRM data in minutes, not months, so you always have accura

Users
  • Salesforce Administrator
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 48% Mid-Market
  • 33% Enterprise
DemandTools 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
21
Time-saving
9
Customer Support
6
Duplicate Management
6
Efficiency
5
Cons
Missing Features
4
Learning Curve
3
Limited Functionality
3
Limitations
2
Poor Interface Design
2
DemandTools features and usability ratings that predict user satisfaction
8.8
Quality of Support
Average: 8.8
8.3
Automation
Average: 8.7
9.1
Identification
Average: 8.8
8.9
Preventative Cleaning
Average: 8.5
Seller Details
Company Website
Year Founded
2018
HQ Location
Boston, Massachusetts
Twitter
@TrustValidity
1,154 Twitter followers
LinkedIn® Page
www.linkedin.com
324 employees on LinkedIn®
(54)4.0 out of 5
View top Consulting Services for Oracle Data Quality
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Oracle Enterprise Data Quality delivers a complete, best-of-breed approach to party and product data resulting in trustworthy master data that integrates with applications to improve business insight.

    Users
    No information available
    Industries
    • Hospital & Health Care
    • Information Technology and Services
    Market Segment
    • 50% Enterprise
    • 28% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Oracle Data Quality features and usability ratings that predict user satisfaction
    8.4
    Quality of Support
    Average: 8.8
    8.2
    Automation
    Average: 8.7
    9.2
    Identification
    Average: 8.8
    8.6
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Oracle
    Year Founded
    1977
    HQ Location
    Austin, TX
    Twitter
    @Oracle
    828,626 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    203,094 employees on LinkedIn®
    Ownership
    NYSE:ORCL
Product Description
How are these determined?Information
This description is provided by the seller.

Oracle Enterprise Data Quality delivers a complete, best-of-breed approach to party and product data resulting in trustworthy master data that integrates with applications to improve business insight.

Users
No information available
Industries
  • Hospital & Health Care
  • Information Technology and Services
Market Segment
  • 50% Enterprise
  • 28% Small-Business
Oracle Data Quality features and usability ratings that predict user satisfaction
8.4
Quality of Support
Average: 8.8
8.2
Automation
Average: 8.7
9.2
Identification
Average: 8.8
8.6
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Oracle
Year Founded
1977
HQ Location
Austin, TX
Twitter
@Oracle
828,626 Twitter followers
LinkedIn® Page
www.linkedin.com
203,094 employees on LinkedIn®
Ownership
NYSE:ORCL
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Informatica Cloud Data Quality empowers your company to take a holistic approach to managing data quality to quickly identify, fix, and monitor data quality problems in your business applications. The

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 180% Enterprise
    • 80% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Informatica Cloud Data Quality features and usability ratings that predict user satisfaction
    9.2
    Quality of Support
    Average: 8.8
    8.3
    Automation
    Average: 8.7
    8.3
    Identification
    Average: 8.8
    6.7
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1993
    HQ Location
    Redwood City, CA
    Twitter
    @Informatica
    100,742 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,355 employees on LinkedIn®
    Ownership
    NYSE: INFA
Product Description
How are these determined?Information
This description is provided by the seller.

Informatica Cloud Data Quality empowers your company to take a holistic approach to managing data quality to quickly identify, fix, and monitor data quality problems in your business applications. The

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 180% Enterprise
  • 80% Mid-Market
Informatica Cloud Data Quality features and usability ratings that predict user satisfaction
9.2
Quality of Support
Average: 8.8
8.3
Automation
Average: 8.7
8.3
Identification
Average: 8.8
6.7
Preventative Cleaning
Average: 8.5
Seller Details
Year Founded
1993
HQ Location
Redwood City, CA
Twitter
@Informatica
100,742 Twitter followers
LinkedIn® Page
www.linkedin.com
5,355 employees on LinkedIn®
Ownership
NYSE: INFA
(182)4.7 out of 5
11th Easiest To Use in Data Quality software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

    Users
    • Analytics Engineer
    • Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 59% Mid-Market
    • 25% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • dbt 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
    16
    Transformation
    9
    Easy Setup
    8
    Easy Integrations
    7
    Features
    7
    Cons
    Complex Setup
    5
    Steep Learning Curve
    5
    Error Handling
    3
    Learning Curve
    3
    Missing Features
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.8
    Quality of Support
    Average: 8.8
    9.2
    Automation
    Average: 8.7
    8.6
    Identification
    Average: 8.8
    8.2
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    dbt Labs
    Company Website
    Year Founded
    2016
    HQ Location
    Philadelphia, US
    Twitter
    @getdbt
    13,965 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    874 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

Users
  • Analytics Engineer
  • Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 59% Mid-Market
  • 25% Small-Business
dbt 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
16
Transformation
9
Easy Setup
8
Easy Integrations
7
Features
7
Cons
Complex Setup
5
Steep Learning Curve
5
Error Handling
3
Learning Curve
3
Missing Features
3
dbt features and usability ratings that predict user satisfaction
8.8
Quality of Support
Average: 8.8
9.2
Automation
Average: 8.7
8.6
Identification
Average: 8.8
8.2
Preventative Cleaning
Average: 8.5
Seller Details
Seller
dbt Labs
Company Website
Year Founded
2016
HQ Location
Philadelphia, US
Twitter
@getdbt
13,965 Twitter followers
LinkedIn® Page
www.linkedin.com
874 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    D&B Connect (the next generation of D&B Optimizer) is an AI-driven Data Management Platform based on the D&B Cloud that provides businesses with customer data and market insights. With D&a

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 46% Mid-Market
    • 33% 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.
    • D&B Connect is a software that provides database coverage, risk assessments, and data management for businesses.
    • Users like the software's machine learning support, data enrichment capabilities, and its ability to integrate with multiple workflow tools, providing access to millions of insights from different sources and ensuring data accuracy and consistency.
    • Reviewers mentioned issues with data inaccuracy from outdated databases, difficulties in tracking usage, delays in data updates, and high prices that may not be affordable for all businesses.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • D&B Connect 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
    15
    Data Accuracy
    10
    Easy Integrations
    8
    Integrations
    8
    Accuracy
    6
    Cons
    Expensive
    8
    Inaccurate Data
    6
    Data Inaccuracy
    5
    Learning Curve
    5
    Missing Features
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • D&B Connect features and usability ratings that predict user satisfaction
    8.5
    Quality of Support
    Average: 8.8
    8.2
    Automation
    Average: 8.7
    8.0
    Identification
    Average: 8.8
    8.2
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    Short Hills, NJ
    Twitter
    @DunBradstreet
    22,860 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,903 employees on LinkedIn®
    Ownership
    NYSE: DNB
Product Description
How are these determined?Information
This description is provided by the seller.

D&B Connect (the next generation of D&B Optimizer) is an AI-driven Data Management Platform based on the D&B Cloud that provides businesses with customer data and market insights. With D&a

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 46% Mid-Market
  • 33% 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.
  • D&B Connect is a software that provides database coverage, risk assessments, and data management for businesses.
  • Users like the software's machine learning support, data enrichment capabilities, and its ability to integrate with multiple workflow tools, providing access to millions of insights from different sources and ensuring data accuracy and consistency.
  • Reviewers mentioned issues with data inaccuracy from outdated databases, difficulties in tracking usage, delays in data updates, and high prices that may not be affordable for all businesses.
D&B Connect 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
15
Data Accuracy
10
Easy Integrations
8
Integrations
8
Accuracy
6
Cons
Expensive
8
Inaccurate Data
6
Data Inaccuracy
5
Learning Curve
5
Missing Features
5
D&B Connect features and usability ratings that predict user satisfaction
8.5
Quality of Support
Average: 8.8
8.2
Automation
Average: 8.7
8.0
Identification
Average: 8.8
8.2
Preventative Cleaning
Average: 8.5
Seller Details
Company Website
HQ Location
Short Hills, NJ
Twitter
@DunBradstreet
22,860 Twitter followers
LinkedIn® Page
www.linkedin.com
5,903 employees on LinkedIn®
Ownership
NYSE: DNB
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for a

    Users
    No information available
    Industries
    • Information Technology and Services
    • Hospital & Health Care
    Market Segment
    • 35% Enterprise
    • 35% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Designer 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
    Connectivity
    2
    Connectors Quantity
    2
    Ease of Use
    2
    Features
    2
    Flexibility
    2
    Cons
    Limited Functionality
    3
    Limitations
    2
    Missing Features
    2
    Expensive
    1
    Lack of Functionality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Designer Cloud features and usability ratings that predict user satisfaction
    8.6
    Quality of Support
    Average: 8.8
    9.2
    Automation
    Average: 8.7
    8.8
    Identification
    Average: 8.8
    8.5
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,471 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,295 employees on LinkedIn®
    Ownership
    Private
Product Description
How are these determined?Information
This description is provided by the seller.

Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for a

Users
No information available
Industries
  • Information Technology and Services
  • Hospital & Health Care
Market Segment
  • 35% Enterprise
  • 35% Small-Business
Designer 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
Connectivity
2
Connectors Quantity
2
Ease of Use
2
Features
2
Flexibility
2
Cons
Limited Functionality
3
Limitations
2
Missing Features
2
Expensive
1
Lack of Functionality
1
Designer Cloud features and usability ratings that predict user satisfaction
8.6
Quality of Support
Average: 8.8
9.2
Automation
Average: 8.7
8.8
Identification
Average: 8.8
8.5
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Alteryx
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,471 Twitter followers
LinkedIn® Page
www.linkedin.com
2,295 employees on LinkedIn®
Ownership
Private
(1,882)4.4 out of 5
Optimized for quick response
View top Consulting Services for Demandbase One
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Demandbase is the leading, enterprise-grade account-based GTM platform for sales and marketing teams designed to make every moment and every dollar count. Since creating the category in 2013, we h

    Users
    • Account Executive
    • Business Development Representative
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 48% Mid-Market
    • 32% Enterprise
    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.
    • Demandbase One is an ABM platform that provides account intelligence, intent data, sales insights and advertising.
    • Reviewers frequently mention the ease of use, seamless integration with other tools, and the ability to personalize communication with clients through AI.
    • Users experienced challenges with integration, complexity for non-technical users, and occasional issues with data accuracy and software speed.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Demandbase One 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
    196
    Lead Generation
    191
    Insights
    184
    Intent Data
    167
    Features
    131
    Cons
    Learning Curve
    79
    Steep Learning Curve
    67
    Complexity
    52
    Not Intuitive
    50
    Learning Difficulty
    48
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Demandbase One features and usability ratings that predict user satisfaction
    8.8
    Quality of Support
    Average: 8.8
    9.0
    Automation
    Average: 8.7
    8.7
    Identification
    Average: 8.8
    8.3
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2005
    HQ Location
    San Francisco, CA
    Twitter
    @Demandbase
    21,561 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,035 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Demandbase is the leading, enterprise-grade account-based GTM platform for sales and marketing teams designed to make every moment and every dollar count. Since creating the category in 2013, we h

Users
  • Account Executive
  • Business Development Representative
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 48% Mid-Market
  • 32% Enterprise
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.
  • Demandbase One is an ABM platform that provides account intelligence, intent data, sales insights and advertising.
  • Reviewers frequently mention the ease of use, seamless integration with other tools, and the ability to personalize communication with clients through AI.
  • Users experienced challenges with integration, complexity for non-technical users, and occasional issues with data accuracy and software speed.
Demandbase One 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
196
Lead Generation
191
Insights
184
Intent Data
167
Features
131
Cons
Learning Curve
79
Steep Learning Curve
67
Complexity
52
Not Intuitive
50
Learning Difficulty
48
Demandbase One features and usability ratings that predict user satisfaction
8.8
Quality of Support
Average: 8.8
9.0
Automation
Average: 8.7
8.7
Identification
Average: 8.8
8.3
Preventative Cleaning
Average: 8.5
Seller Details
Company Website
Year Founded
2005
HQ Location
San Francisco, CA
Twitter
@Demandbase
21,561 Twitter followers
LinkedIn® Page
www.linkedin.com
1,035 employees on LinkedIn®
(342)4.4 out of 5
7th Easiest To Use in Data Quality software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ZoomInfo Operations is a comprehensive data quality management platform for operations teams to clean, enrich, and route their sales and marketing data. With no-code, automated data management engine,

    Users
    • Salesforce Administrator
    • Marketing Operations Manager
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 66% Mid-Market
    • 20% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • ZoomInfo Operations 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
    39
    Data Accuracy
    34
    Lead Generation
    23
    Accurate Data
    21
    Contact Information
    21
    Cons
    Inaccuracy Issues
    18
    Inaccurate Data
    16
    Expensive
    12
    Learning Curve
    12
    Outdated Information
    12
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ZoomInfo Operations features and usability ratings that predict user satisfaction
    8.6
    Quality of Support
    Average: 8.8
    8.9
    Automation
    Average: 8.7
    9.0
    Identification
    Average: 8.8
    8.8
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ZoomInfo
    Company Website
    Year Founded
    2000
    HQ Location
    Vancouver, WA
    Twitter
    @ZoomInfo
    23,625 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,333 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ZoomInfo Operations is a comprehensive data quality management platform for operations teams to clean, enrich, and route their sales and marketing data. With no-code, automated data management engine,

Users
  • Salesforce Administrator
  • Marketing Operations Manager
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 66% Mid-Market
  • 20% Small-Business
ZoomInfo Operations 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
39
Data Accuracy
34
Lead Generation
23
Accurate Data
21
Contact Information
21
Cons
Inaccuracy Issues
18
Inaccurate Data
16
Expensive
12
Learning Curve
12
Outdated Information
12
ZoomInfo Operations features and usability ratings that predict user satisfaction
8.6
Quality of Support
Average: 8.8
8.9
Automation
Average: 8.7
9.0
Identification
Average: 8.8
8.8
Preventative Cleaning
Average: 8.5
Seller Details
Seller
ZoomInfo
Company Website
Year Founded
2000
HQ Location
Vancouver, WA
Twitter
@ZoomInfo
23,625 Twitter followers
LinkedIn® Page
www.linkedin.com
4,333 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Better understand your data and cleanse, monitor, transform and deliver it. Build confidence in your data Delivers clean, consistent and timely information for your data warehouses or big data projec

    Users
    No information available
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 96% Enterprise
    • 26% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM InfoSphere Information Server features and usability ratings that predict user satisfaction
    7.1
    Quality of Support
    Average: 8.8
    6.7
    Automation
    Average: 8.7
    8.3
    Identification
    Average: 8.8
    6.7
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    714,504 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    328,966 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

Better understand your data and cleanse, monitor, transform and deliver it. Build confidence in your data Delivers clean, consistent and timely information for your data warehouses or big data projec

Users
No information available
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 96% Enterprise
  • 26% Mid-Market
IBM InfoSphere Information Server features and usability ratings that predict user satisfaction
7.1
Quality of Support
Average: 8.8
6.7
Automation
Average: 8.7
8.3
Identification
Average: 8.8
6.7
Preventative Cleaning
Average: 8.5
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
714,504 Twitter followers
LinkedIn® Page
www.linkedin.com
328,966 employees on LinkedIn®
Ownership
SWX:IBM
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Openprise is fueling the revolution in RevOps. Openprise automates critical RevOps processes to break down silos and align sales and marketing professionals and their technologies to deliver explosive

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Enterprise
    • 34% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Openprise 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
    Booking Efficiency
    1
    Data Management
    1
    Data Quality
    1
    Flexibility
    1
    Lead Generation
    1
    Cons
    Poor Navigation
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Openprise features and usability ratings that predict user satisfaction
    9.9
    Quality of Support
    Average: 8.8
    9.7
    Automation
    Average: 8.7
    9.3
    Identification
    Average: 8.8
    9.8
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Openprise
    Year Founded
    2014
    HQ Location
    San Mateo, CA
    Twitter
    @OpenpriseTech
    3,633 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    131 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Openprise is fueling the revolution in RevOps. Openprise automates critical RevOps processes to break down silos and align sales and marketing professionals and their technologies to deliver explosive

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Enterprise
  • 34% Mid-Market
Openprise 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
Booking Efficiency
1
Data Management
1
Data Quality
1
Flexibility
1
Lead Generation
1
Cons
Poor Navigation
1
Openprise features and usability ratings that predict user satisfaction
9.9
Quality of Support
Average: 8.8
9.7
Automation
Average: 8.7
9.3
Identification
Average: 8.8
9.8
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Openprise
Year Founded
2014
HQ Location
San Mateo, CA
Twitter
@OpenpriseTech
3,633 Twitter followers
LinkedIn® Page
www.linkedin.com
131 employees on LinkedIn®
(42)4.4 out of 5
Optimized for quick response
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Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The leader in enterprise data quality monitoring. Anomalo provides automated deep data quality monitoring and foundational data observability. With Anomalo, data teams and business stakeholders can de

    Users
    No information available
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 50% Mid-Market
    • 48% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Anomalo 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
    Anomaly Detection
    1
    Automation
    1
    Ease of Use
    1
    Efficiency
    1
    Monitoring Ease
    1
    Cons
    Alert Management
    1
    Expensive
    1
    Inaccuracy Issues
    1
    Inefficient Alert System
    1
    Limited Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Anomalo features and usability ratings that predict user satisfaction
    8.9
    Quality of Support
    Average: 8.8
    7.8
    Automation
    Average: 8.7
    8.8
    Identification
    Average: 8.8
    7.1
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Anomalo
    Company Website
    Year Founded
    2018
    HQ Location
    N/A
    Twitter
    @anomalo_hq
    540 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    100 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The leader in enterprise data quality monitoring. Anomalo provides automated deep data quality monitoring and foundational data observability. With Anomalo, data teams and business stakeholders can de

Users
No information available
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 50% Mid-Market
  • 48% Enterprise
Anomalo 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
Anomaly Detection
1
Automation
1
Ease of Use
1
Efficiency
1
Monitoring Ease
1
Cons
Alert Management
1
Expensive
1
Inaccuracy Issues
1
Inefficient Alert System
1
Limited Features
1
Anomalo features and usability ratings that predict user satisfaction
8.9
Quality of Support
Average: 8.8
7.8
Automation
Average: 8.7
8.8
Identification
Average: 8.8
7.1
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Anomalo
Company Website
Year Founded
2018
HQ Location
N/A
Twitter
@anomalo_hq
540 Twitter followers
LinkedIn® Page
www.linkedin.com
100 employees on LinkedIn®