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Best Data Quality Tools for Small Business

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, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small 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 Small Business Data Quality category.

In addition to qualifying for inclusion in the Data Quality Tools category, to qualify for inclusion in the Small Business Data Quality Tools category, a product must have at least 10 reviews left by a reviewer from a small 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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22 Listings in Small Business Data Quality Available

(615)4.3 out of 5
1st 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
    • Biostatistician
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 34% Small-Business
    • 32% 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.
    • SAS Viya is a cloud-based analytics platform that supports advanced analytics, machine learning, and data processing in one platform.
    • Reviewers frequently mention its strong performance, fast processing, easy integration with cloud platforms, and its ability to make teamwork easier by keeping everything in one place.
    • Reviewers mentioned that SAS Viya can be complex to configure, requires strong technical skills to manage in large environments, and its high cost can be a barrier for smaller organizations or teams with limited budgets.
  • 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
    279
    Features
    199
    Analytics
    172
    Data Analysis
    143
    User Interface
    133
    Cons
    Learning Difficulty
    132
    Learning Curve
    129
    Complexity
    125
    Difficult Learning
    102
    Not User-Friendly
    96
  • 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
    8.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,221 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,116 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
  • Biostatistician
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 34% Small-Business
  • 32% 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.
  • SAS Viya is a cloud-based analytics platform that supports advanced analytics, machine learning, and data processing in one platform.
  • Reviewers frequently mention its strong performance, fast processing, easy integration with cloud platforms, and its ability to make teamwork easier by keeping everything in one place.
  • Reviewers mentioned that SAS Viya can be complex to configure, requires strong technical skills to manage in large environments, and its high cost can be a barrier for smaller organizations or teams with limited budgets.
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
279
Features
199
Analytics
172
Data Analysis
143
User Interface
133
Cons
Learning Difficulty
132
Learning Curve
129
Complexity
125
Difficult Learning
102
Not User-Friendly
96
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
8.8
Preventative Cleaning
Average: 8.4
Seller Details
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,221 Twitter followers
LinkedIn® Page
www.linkedin.com
18,116 employees on LinkedIn®
(350)4.4 out of 5
7th Easiest To Use in Data Quality software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ZoomInfo Operations is a sophisticated data management solution designed to assist organizations in optimizing their go-to-market (GTM) strategies by effectively managing sales and marketing data. Thi

    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
    25
    Data Accuracy
    24
    Automation
    22
    Lead Generation
    19
    Efficiency
    18
    Cons
    Inaccuracy Issues
    13
    Learning Curve
    12
    Learning Difficulty
    12
    Inaccurate Data
    11
    Steep Learning Curve
    11
  • 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: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ZoomInfo
    Company Website
    Year Founded
    2000
    HQ Location
    Vancouver, WA
    Twitter
    @ZoomInfo
    23,545 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,387 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ZoomInfo Operations is a sophisticated data management solution designed to assist organizations in optimizing their go-to-market (GTM) strategies by effectively managing sales and marketing data. Thi

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
25
Data Accuracy
24
Automation
22
Lead Generation
19
Efficiency
18
Cons
Inaccuracy Issues
13
Learning Curve
12
Learning Difficulty
12
Inaccurate Data
11
Steep Learning Curve
11
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: 8.4
Seller Details
Seller
ZoomInfo
Company Website
Year Founded
2000
HQ Location
Vancouver, WA
Twitter
@ZoomInfo
23,545 Twitter followers
LinkedIn® Page
www.linkedin.com
4,387 employees on LinkedIn®

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(567)4.5 out of 5
Optimized for quick response
View top Consulting Services for HubSpot Data Hub
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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.

    Operations Hub supercharges your HubSpot CRM with a complete toolkit to connect, clean, and automate customer data. It offers native integrations with other applications to create a more efficient, al

    Users
    • CEO
    • Owner
    Industries
    • Information Technology and Services
    • Marketing and Advertising
    Market Segment
    • 67% Small-Business
    • 30% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • HubSpot Data Hub 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
    109
    Automation
    85
    Data Management
    79
    Integrations
    59
    Customization
    44
    Cons
    Limitations
    53
    Missing Features
    35
    Learning Curve
    34
    Expensive
    30
    Complexity
    26
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • HubSpot Data Hub features and usability ratings that predict user satisfaction
    8.8
    Quality of Support
    Average: 8.8
    8.8
    Automation
    Average: 8.7
    8.8
    Identification
    Average: 8.8
    8.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    HubSpot
    Company Website
    Year Founded
    2006
    HQ Location
    Cambridge, MA
    Twitter
    @HubSpot
    787,286 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11,595 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Operations Hub supercharges your HubSpot CRM with a complete toolkit to connect, clean, and automate customer data. It offers native integrations with other applications to create a more efficient, al

Users
  • CEO
  • Owner
Industries
  • Information Technology and Services
  • Marketing and Advertising
Market Segment
  • 67% Small-Business
  • 30% Mid-Market
HubSpot Data Hub 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
109
Automation
85
Data Management
79
Integrations
59
Customization
44
Cons
Limitations
53
Missing Features
35
Learning Curve
34
Expensive
30
Complexity
26
HubSpot Data Hub features and usability ratings that predict user satisfaction
8.8
Quality of Support
Average: 8.8
8.8
Automation
Average: 8.7
8.8
Identification
Average: 8.8
8.8
Preventative Cleaning
Average: 8.4
Seller Details
Seller
HubSpot
Company Website
Year Founded
2006
HQ Location
Cambridge, MA
Twitter
@HubSpot
787,286 Twitter followers
LinkedIn® Page
www.linkedin.com
11,595 employees on LinkedIn®
(186)4.7 out of 5
Optimized for quick response
9th Easiest To Use in Data Quality software
Save to My Lists
Entry Level Price:Starting at $1.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Insycle is a powerful and intuitive solution that keeps your CRM data clean, accurate, and organized. Insycle integrates with HubSpot, Salesforce, Pipedrive, and more, giving users the power to ac

    Users
    • Marketing Manager
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 51% Mid-Market
    • 44% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Insycle 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
    32
    Duplicate Management
    22
    Data Accuracy
    21
    Customer Support
    19
    HubSpot Integration
    19
    Cons
    Learning Curve
    14
    Not User-Friendly
    14
    Steep Learning Curve
    9
    Data Management Issues
    8
    Expensive
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Insycle features and usability ratings that predict user satisfaction
    9.3
    Quality of Support
    Average: 8.8
    9.3
    Automation
    Average: 8.7
    9.0
    Identification
    Average: 8.8
    9.0
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Insycle
    Company Website
    Year Founded
    2016
    HQ Location
    New York
    Twitter
    @insycle
    291 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Insycle is a powerful and intuitive solution that keeps your CRM data clean, accurate, and organized. Insycle integrates with HubSpot, Salesforce, Pipedrive, and more, giving users the power to ac

Users
  • Marketing Manager
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 51% Mid-Market
  • 44% Small-Business
Insycle 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
32
Duplicate Management
22
Data Accuracy
21
Customer Support
19
HubSpot Integration
19
Cons
Learning Curve
14
Not User-Friendly
14
Steep Learning Curve
9
Data Management Issues
8
Expensive
8
Insycle features and usability ratings that predict user satisfaction
9.3
Quality of Support
Average: 8.8
9.3
Automation
Average: 8.7
9.0
Identification
Average: 8.8
9.0
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Insycle
Company Website
Year Founded
2016
HQ Location
New York
Twitter
@insycle
291 Twitter followers
LinkedIn® Page
www.linkedin.com
11 employees on LinkedIn®
(76)4.4 out of 5
Optimized for quick response
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.

    Since 1985, Melissa Data Quality Suite is the ultimate solution for contact data management, combining AI powered, gold-standard reference data to ensure your data is accurate, complete, and actionabl

    Users
    No information available
    Industries
    • Real Estate
    • Marketing and Advertising
    Market Segment
    • 71% Small-Business
    • 18% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Melissa Data Quality Suite 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
    Accuracy
    4
    Ease of Use
    4
    Data Quality
    3
    Easy Integrations
    3
    Accuracy of Information
    2
    Cons
    Complexity
    2
    Limited Functionality
    2
    Accuracy Issues
    1
    Difficult Learning Curve
    1
    Expensive
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Melissa Data Quality Suite features and usability ratings that predict user satisfaction
    9.0
    Quality of Support
    Average: 8.8
    9.1
    Automation
    Average: 8.7
    8.9
    Identification
    Average: 8.8
    9.5
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Melissa
    Company Website
    Year Founded
    1985
    HQ Location
    Rancho Santa Margarita, CA
    Twitter
    @melissadata
    2,439 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    643 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Since 1985, Melissa Data Quality Suite is the ultimate solution for contact data management, combining AI powered, gold-standard reference data to ensure your data is accurate, complete, and actionabl

Users
No information available
Industries
  • Real Estate
  • Marketing and Advertising
Market Segment
  • 71% Small-Business
  • 18% Mid-Market
Melissa Data Quality Suite 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
Accuracy
4
Ease of Use
4
Data Quality
3
Easy Integrations
3
Accuracy of Information
2
Cons
Complexity
2
Limited Functionality
2
Accuracy Issues
1
Difficult Learning Curve
1
Expensive
1
Melissa Data Quality Suite features and usability ratings that predict user satisfaction
9.0
Quality of Support
Average: 8.8
9.1
Automation
Average: 8.7
8.9
Identification
Average: 8.8
9.5
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Melissa
Company Website
Year Founded
1985
HQ Location
Rancho Santa Margarita, CA
Twitter
@melissadata
2,439 Twitter followers
LinkedIn® Page
www.linkedin.com
643 employees on LinkedIn®
(883)4.5 out of 5
Optimized for quick response
15th 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.

    Planhat is a customer platform that provides software and services to help organizations grow lifelong customers. Our platform powers sales, service and customer success products that scale with our c

    Users
    • Customer Success Manager
    • Head of Customer Success
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Planhat 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
    240
    Customer Support
    167
    Helpful
    116
    Customization
    114
    Efficiency
    108
    Cons
    Learning Curve
    115
    Complexity
    79
    Steep Learning Curve
    64
    Integration Issues
    62
    Missing Features
    59
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Planhat features and usability ratings that predict user satisfaction
    9.2
    Quality of Support
    Average: 8.8
    8.3
    Automation
    Average: 8.7
    7.6
    Identification
    Average: 8.8
    7.2
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Planhat
    Company Website
    Year Founded
    2015
    HQ Location
    Stockholm, Stockholm County
    Twitter
    @Planhat
    1,065 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    209 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Planhat is a customer platform that provides software and services to help organizations grow lifelong customers. Our platform powers sales, service and customer success products that scale with our c

Users
  • Customer Success Manager
  • Head of Customer Success
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Mid-Market
  • 32% Small-Business
Planhat 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
240
Customer Support
167
Helpful
116
Customization
114
Efficiency
108
Cons
Learning Curve
115
Complexity
79
Steep Learning Curve
64
Integration Issues
62
Missing Features
59
Planhat features and usability ratings that predict user satisfaction
9.2
Quality of Support
Average: 8.8
8.3
Automation
Average: 8.7
7.6
Identification
Average: 8.8
7.2
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Planhat
Company Website
Year Founded
2015
HQ Location
Stockholm, Stockholm County
Twitter
@Planhat
1,065 Twitter followers
LinkedIn® Page
www.linkedin.com
209 employees on LinkedIn®
(193)4.7 out of 5
5th Easiest To Use in Data Quality software
View top Consulting Services for dbt
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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
    • 57% Mid-Market
    • 27% 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
    28
    Features
    14
    Automation
    13
    Data Quality
    13
    Transformation
    13
    Cons
    Limited Functionality
    8
    Complex Setup
    7
    Error Handling
    7
    Error Reporting
    6
    Feature Limitations
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.9
    Quality of Support
    Average: 8.8
    9.2
    Automation
    Average: 8.7
    8.7
    Identification
    Average: 8.8
    8.2
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Fivetran
    Company Website
    Year Founded
    2012
    HQ Location
    Oakland, CA
    Twitter
    @fivetran
    5,686 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,682 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
  • 57% Mid-Market
  • 27% 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
28
Features
14
Automation
13
Data Quality
13
Transformation
13
Cons
Limited Functionality
8
Complex Setup
7
Error Handling
7
Error Reporting
6
Feature Limitations
6
dbt features and usability ratings that predict user satisfaction
8.9
Quality of Support
Average: 8.8
9.2
Automation
Average: 8.7
8.7
Identification
Average: 8.8
8.2
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Fivetran
Company Website
Year Founded
2012
HQ Location
Oakland, CA
Twitter
@fivetran
5,686 Twitter followers
LinkedIn® Page
www.linkedin.com
1,682 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: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Oracle
    Year Founded
    1977
    HQ Location
    Austin, TX
    Twitter
    @Oracle
    820,945 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    197,850 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: 8.4
Seller Details
Seller
Oracle
Year Founded
1977
HQ Location
Austin, TX
Twitter
@Oracle
820,945 Twitter followers
LinkedIn® Page
www.linkedin.com
197,850 employees on LinkedIn®
Ownership
NYSE:ORCL
(284)4.6 out of 5
Optimized for quick response
8th Easiest To Use in Data Quality software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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
    16
    Duplicate Management
    8
    Time-saving
    8
    Efficiency
    5
    Problem Solving
    5
    Cons
    Learning Curve
    3
    Limited Functionality
    3
    Missing Features
    3
    Poor Interface Design
    2
    Slow Loading
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DemandTools features and usability ratings that predict user satisfaction
    8.8
    Quality of Support
    Average: 8.8
    8.2
    Automation
    Average: 8.7
    9.1
    Identification
    Average: 8.8
    8.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    Boston, Massachusetts
    Twitter
    @TrustValidity
    1,153 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    331 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
16
Duplicate Management
8
Time-saving
8
Efficiency
5
Problem Solving
5
Cons
Learning Curve
3
Limited Functionality
3
Missing Features
3
Poor Interface Design
2
Slow Loading
2
DemandTools features and usability ratings that predict user satisfaction
8.8
Quality of Support
Average: 8.8
8.2
Automation
Average: 8.7
9.1
Identification
Average: 8.8
8.8
Preventative Cleaning
Average: 8.4
Seller Details
Company Website
Year Founded
2018
HQ Location
Boston, Massachusetts
Twitter
@TrustValidity
1,153 Twitter followers
LinkedIn® Page
www.linkedin.com
331 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
    • 45% Mid-Market
    • 32% 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 data management tool that provides access to business data and assists in updating and enriching company records.
    • Reviewers like the comprehensive database coverage of D&B Connect, including credit risks, corporate linkages, firmographics, and its ability to conduct valuable risk assessments and create a credible brand due to its stability and accuracy in data management.
    • Users reported that D&B Connect sometimes focuses on inaccurate or outdated data, has a complex interface for those unfamiliar with data management tools, and can be slow when processing large amounts of data.
  • 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
    16
    Data Accuracy
    12
    Data Quality
    8
    Easy Integrations
    8
    Integrations
    8
    Cons
    Expensive
    9
    Inaccurate Data
    7
    Data Inaccuracy
    6
    Learning Curve
    6
    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
    8.1
    Identification
    Average: 8.8
    8.1
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    Short Hills, NJ
    Twitter
    @DunBradstreet
    22,827 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,919 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
  • 45% Mid-Market
  • 32% 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 data management tool that provides access to business data and assists in updating and enriching company records.
  • Reviewers like the comprehensive database coverage of D&B Connect, including credit risks, corporate linkages, firmographics, and its ability to conduct valuable risk assessments and create a credible brand due to its stability and accuracy in data management.
  • Users reported that D&B Connect sometimes focuses on inaccurate or outdated data, has a complex interface for those unfamiliar with data management tools, and can be slow when processing large amounts of data.
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
16
Data Accuracy
12
Data Quality
8
Easy Integrations
8
Integrations
8
Cons
Expensive
9
Inaccurate Data
7
Data Inaccuracy
6
Learning Curve
6
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
8.1
Identification
Average: 8.8
8.1
Preventative Cleaning
Average: 8.4
Seller Details
Company Website
HQ Location
Short Hills, NJ
Twitter
@DunBradstreet
22,827 Twitter followers
LinkedIn® Page
www.linkedin.com
5,919 employees on LinkedIn®
Ownership
NYSE: DNB
Entry Level Price:$40.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    All you need to keep your CRM free from duplicates! Messy data slows down workflows, clogs reports, and creates confusion. Dedupely helps you take control of your CRM by automatically identifying,

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 85% Small-Business
    • 15% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Dedupely 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
    5
    Ease of Use
    4
    Merging Leads
    3
    Efficiency Improvement
    2
    Duplicate Management
    1
    Cons
    Data Management Issues
    1
    Inaccuracy Issues
    1
    Poor User Experience
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Dedupely features and usability ratings that predict user satisfaction
    10.0
    Quality of Support
    Average: 8.8
    7.4
    Automation
    Average: 8.7
    7.6
    Identification
    Average: 8.8
    5.0
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Dedupely
    Year Founded
    2015
    HQ Location
    Richmond, British Columbia
    LinkedIn® Page
    www.linkedin.com
    12 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

All you need to keep your CRM free from duplicates! Messy data slows down workflows, clogs reports, and creates confusion. Dedupely helps you take control of your CRM by automatically identifying,

Users
No information available
Industries
No information available
Market Segment
  • 85% Small-Business
  • 15% Mid-Market
Dedupely 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
5
Ease of Use
4
Merging Leads
3
Efficiency Improvement
2
Duplicate Management
1
Cons
Data Management Issues
1
Inaccuracy Issues
1
Poor User Experience
1
Dedupely features and usability ratings that predict user satisfaction
10.0
Quality of Support
Average: 8.8
7.4
Automation
Average: 8.7
7.6
Identification
Average: 8.8
5.0
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Dedupely
Year Founded
2015
HQ Location
Richmond, British Columbia
LinkedIn® Page
www.linkedin.com
12 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SQL Server Data Quality Services (DQS) is a knowledge-driven data quality product.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 53% Small-Business
    • 29% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Microsoft Data Quality Services features and usability ratings that predict user satisfaction
    8.0
    Quality of Support
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Microsoft
    Year Founded
    1975
    HQ Location
    Redmond, Washington
    Twitter
    @microsoft
    13,090,087 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    220,934 employees on LinkedIn®
    Ownership
    MSFT
Product Description
How are these determined?Information
This description is provided by the seller.

SQL Server Data Quality Services (DQS) is a knowledge-driven data quality product.

Users
No information available
Industries
No information available
Market Segment
  • 53% Small-Business
  • 29% Mid-Market
Microsoft Data Quality Services features and usability ratings that predict user satisfaction
8.0
Quality of Support
Average: 8.8
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Microsoft
Year Founded
1975
HQ Location
Redmond, Washington
Twitter
@microsoft
13,090,087 Twitter followers
LinkedIn® Page
www.linkedin.com
220,934 employees on LinkedIn®
Ownership
MSFT
(74)4.7 out of 5
10th 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.

    Clean & Match Enterprise is the top-rated desktop platform for data quality management – powered with AI data matching for easy & efficient data cleaning, deduplication, & transformation.T

    Users
    No information available
    Industries
    • Marketing and Advertising
    • Health, Wellness and Fitness
    Market Segment
    • 43% Small-Business
    • 35% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • WinPure Clean & Match 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
    1
    Data Quality
    1
    Duplicate Management
    1
    Ease of Use
    1
    Easy Access
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • WinPure Clean & Match features and usability ratings that predict user satisfaction
    9.4
    Quality of Support
    Average: 8.8
    9.4
    Automation
    Average: 8.7
    9.4
    Identification
    Average: 8.8
    9.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    WinPure
    Year Founded
    2004
    HQ Location
    Theale, Berkshire
    Twitter
    @WinPure
    2,240 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Clean & Match Enterprise is the top-rated desktop platform for data quality management – powered with AI data matching for easy & efficient data cleaning, deduplication, & transformation.T

Users
No information available
Industries
  • Marketing and Advertising
  • Health, Wellness and Fitness
Market Segment
  • 43% Small-Business
  • 35% Mid-Market
WinPure Clean & Match 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
1
Data Quality
1
Duplicate Management
1
Ease of Use
1
Easy Access
1
Cons
This product has not yet received any negative sentiments.
WinPure Clean & Match features and usability ratings that predict user satisfaction
9.4
Quality of Support
Average: 8.8
9.4
Automation
Average: 8.7
9.4
Identification
Average: 8.8
9.8
Preventative Cleaning
Average: 8.4
Seller Details
Seller
WinPure
Year Founded
2004
HQ Location
Theale, Berkshire
Twitter
@WinPure
2,240 Twitter followers
LinkedIn® Page
www.linkedin.com
11 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexi

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 51% Mid-Market
    • 44% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Syncari 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
    Analytics
    1
    Analytics Tools
    1
    Automation
    1
    Automation Features
    1
    Cons
    Complex Implementation
    1
    Complex Onboarding
    1
    Data Management Issues
    1
    Initial User Difficulty
    1
    Insufficient Training
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Syncari features and usability ratings that predict user satisfaction
    9.9
    Quality of Support
    Average: 8.8
    9.7
    Automation
    Average: 8.7
    9.4
    Identification
    Average: 8.8
    9.4
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Syncari
    Year Founded
    2019
    HQ Location
    Newark, California
    Twitter
    @syncari
    233 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    43 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexi

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 51% Mid-Market
  • 44% Small-Business
Syncari 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
Analytics
1
Analytics Tools
1
Automation
1
Automation Features
1
Cons
Complex Implementation
1
Complex Onboarding
1
Data Management Issues
1
Initial User Difficulty
1
Insufficient Training
1
Syncari features and usability ratings that predict user satisfaction
9.9
Quality of Support
Average: 8.8
9.7
Automation
Average: 8.7
9.4
Identification
Average: 8.8
9.4
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Syncari
Year Founded
2019
HQ Location
Newark, California
Twitter
@syncari
233 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
(31)4.6 out of 5
6th Easiest To Use in Data Quality 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.

    Migrating data is one of the biggest barriers to onboarding customers quickly and successfully. This process is often complex and error-prone, causing delays and frustration that can negatively impact

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 90% Small-Business
    • 6% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Flatfile 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
    Community Support
    1
    Customer Support
    1
    Helpful
    1
    Problem Solving
    1
    Productivity Improvement
    1
    Cons
    Limited Customization
    2
    Complex Implementation
    1
    Complex Setup
    1
    Difficult Setup
    1
    Error Handling
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Flatfile features and usability ratings that predict user satisfaction
    9.4
    Quality of Support
    Average: 8.8
    9.4
    Automation
    Average: 8.7
    9.2
    Identification
    Average: 8.8
    8.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Flatfile
    Year Founded
    2018
    HQ Location
    Denver, Colorado
    Twitter
    @flatfile
    1,259 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    63 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Migrating data is one of the biggest barriers to onboarding customers quickly and successfully. This process is often complex and error-prone, causing delays and frustration that can negatively impact

Users
No information available
Industries
  • Computer Software
Market Segment
  • 90% Small-Business
  • 6% Mid-Market
Flatfile 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
Community Support
1
Customer Support
1
Helpful
1
Problem Solving
1
Productivity Improvement
1
Cons
Limited Customization
2
Complex Implementation
1
Complex Setup
1
Difficult Setup
1
Error Handling
1
Flatfile features and usability ratings that predict user satisfaction
9.4
Quality of Support
Average: 8.8
9.4
Automation
Average: 8.7
9.2
Identification
Average: 8.8
8.8
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Flatfile
Year Founded
2018
HQ Location
Denver, Colorado
Twitter
@flatfile
1,259 Twitter followers
LinkedIn® Page
www.linkedin.com
63 employees on LinkedIn®