Best Data Quality Tools for for Small Business

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.

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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19 Listings in Small Business Data Quality Available

  • 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
    • Statistical Programmer
    • Biostatistician
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 34% Enterprise
    • 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 platform for advanced analytics, providing business intelligence tools for data-driven decision making and enhancing business or service operations.
    • Users frequently mention the platform's ability to integrate with open-source technologies, its user-friendly interface, and its efficient handling of big data for analysis and modeling.
    • Users reported issues with SAS Viya's steep learning curve, limited flexibility compared to open-source tools, and high cost, particularly for single users or small organizations.
  • 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
    273
    Features
    172
    Analytics
    138
    Data Analysis
    114
    Performance Efficiency
    110
    Cons
    Learning Curve
    118
    Learning Difficulty
    108
    Complexity
    102
    Difficult Learning
    84
    Expensive
    83
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Viya features and usability ratings that predict user satisfaction
    8.3
    Quality of Support
    Average: 8.8
    9.2
    Automation
    Average: 8.7
    8.9
    Identification
    Average: 8.8
    8.8
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    62,141 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17,268 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
  • Statistical Programmer
  • Biostatistician
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 34% Enterprise
  • 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 platform for advanced analytics, providing business intelligence tools for data-driven decision making and enhancing business or service operations.
  • Users frequently mention the platform's ability to integrate with open-source technologies, its user-friendly interface, and its efficient handling of big data for analysis and modeling.
  • Users reported issues with SAS Viya's steep learning curve, limited flexibility compared to open-source tools, and high cost, particularly for single users or small organizations.
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
273
Features
172
Analytics
138
Data Analysis
114
Performance Efficiency
110
Cons
Learning Curve
118
Learning Difficulty
108
Complexity
102
Difficult Learning
84
Expensive
83
SAS Viya features and usability ratings that predict user satisfaction
8.3
Quality of Support
Average: 8.8
9.2
Automation
Average: 8.7
8.9
Identification
Average: 8.8
8.8
Preventative Cleaning
Average: 8.5
Seller Details
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
62,141 Twitter followers
LinkedIn® Page
www.linkedin.com
17,268 employees on LinkedIn®
(309)4.3 out of 5
7th 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.

    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
    • 19% 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
    34
    Data Accuracy
    31
    Contact Information
    21
    Accurate Data
    20
    Lead Generation
    19
    Cons
    Inaccuracy Issues
    13
    Inaccurate Data
    12
    Data Quality
    11
    Outdated Information
    11
    Expensive
    10
  • 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
    9.1
    Identification
    Average: 8.8
    8.9
    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
    23,672 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,268 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
  • 19% 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
34
Data Accuracy
31
Contact Information
21
Accurate Data
20
Lead Generation
19
Cons
Inaccuracy Issues
13
Inaccurate Data
12
Data Quality
11
Outdated Information
11
Expensive
10
ZoomInfo Operations features and usability ratings that predict user satisfaction
8.6
Quality of Support
Average: 8.8
8.9
Automation
Average: 8.7
9.1
Identification
Average: 8.8
8.9
Preventative Cleaning
Average: 8.5
Seller Details
Seller
ZoomInfo
Company Website
Year Founded
2000
HQ Location
Vancouver, WA
Twitter
@ZoomInfo
23,672 Twitter followers
LinkedIn® Page
www.linkedin.com
4,268 employees on LinkedIn®

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(73)4.4 out of 5
Optimized for quick response
6th 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.

    Melissa’s 40 years of deep domain expertise in address management and data quality combines a global consortium of multi-sourced data with the latest innovations to help businesses keep their customer

    Users
    No information available
    Industries
    • Real Estate
    • Marketing and Advertising
    Market Segment
    • 74% Small-Business
    • 16% 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
    2
    Affordable
    1
    Customer Support
    1
    Data Quality
    1
    Data Validation
    1
    Cons
    Complexity
    1
    Difficult Learning Curve
    1
    Insufficient Information
    1
    Limited Functionality
    1
    Slow Processing
    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
    8.9
    Automation
    Average: 8.7
    8.9
    Identification
    Average: 8.8
    9.5
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Melissa
    Company Website
    Year Founded
    1985
    HQ Location
    Rancho Santa Margarita, CA
    Twitter
    @melissadata
    2,418 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    597 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Melissa’s 40 years of deep domain expertise in address management and data quality combines a global consortium of multi-sourced data with the latest innovations to help businesses keep their customer

Users
No information available
Industries
  • Real Estate
  • Marketing and Advertising
Market Segment
  • 74% Small-Business
  • 16% 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
2
Affordable
1
Customer Support
1
Data Quality
1
Data Validation
1
Cons
Complexity
1
Difficult Learning Curve
1
Insufficient Information
1
Limited Functionality
1
Slow Processing
1
Melissa Data Quality Suite features and usability ratings that predict user satisfaction
9.0
Quality of Support
Average: 8.8
8.9
Automation
Average: 8.7
8.9
Identification
Average: 8.8
9.5
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Melissa
Company Website
Year Founded
1985
HQ Location
Rancho Santa Margarita, CA
Twitter
@melissadata
2,418 Twitter followers
LinkedIn® Page
www.linkedin.com
597 employees on LinkedIn®
(157)4.7 out of 5
Optimized for quick response
12th Easiest To Use in Data Quality software
Save to My Lists
Entry Level Price:$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
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 51% Mid-Market
    • 45% 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
    18
    Duplicate Management
    12
    Automation
    10
    Customer Support
    10
    Data Accuracy
    10
    Cons
    Not User-Friendly
    11
    Steep Learning Curve
    6
    Data Management Issues
    5
    Expensive
    5
    Limited Functionality
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Insycle features and usability ratings that predict user satisfaction
    9.3
    Quality of Support
    Average: 8.8
    9.4
    Automation
    Average: 8.7
    8.9
    Identification
    Average: 8.8
    9.0
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Insycle
    Company Website
    Year Founded
    2016
    HQ Location
    New York
    Twitter
    @insycle
    284 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    14 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
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 51% Mid-Market
  • 45% 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
18
Duplicate Management
12
Automation
10
Customer Support
10
Data Accuracy
10
Cons
Not User-Friendly
11
Steep Learning Curve
6
Data Management Issues
5
Expensive
5
Limited Functionality
5
Insycle features and usability ratings that predict user satisfaction
9.3
Quality of Support
Average: 8.8
9.4
Automation
Average: 8.7
8.9
Identification
Average: 8.8
9.0
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Insycle
Company Website
Year Founded
2016
HQ Location
New York
Twitter
@insycle
284 Twitter followers
LinkedIn® Page
www.linkedin.com
14 employees on LinkedIn®
(694)4.6 out of 5
Optimized for quick response
9th 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
    • 60% Mid-Market
    • 33% 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
    145
    Customer Support
    110
    Positive Experience
    84
    Helpful
    79
    Customer Experience
    73
    Cons
    Learning Curve
    56
    Steep Learning Curve
    45
    Integration Issues
    43
    Missing Features
    40
    Complexity
    37
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Planhat features and usability ratings that predict user satisfaction
    9.4
    Quality of Support
    Average: 8.8
    8.4
    Automation
    Average: 8.7
    8.1
    Identification
    Average: 8.8
    7.7
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Planhat
    Company Website
    Year Founded
    2015
    HQ Location
    Stockholm, Stockholm County
    Twitter
    @Planhat
    1,042 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    170 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
  • 60% Mid-Market
  • 33% 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
145
Customer Support
110
Positive Experience
84
Helpful
79
Customer Experience
73
Cons
Learning Curve
56
Steep Learning Curve
45
Integration Issues
43
Missing Features
40
Complexity
37
Planhat features and usability ratings that predict user satisfaction
9.4
Quality of Support
Average: 8.8
8.4
Automation
Average: 8.7
8.1
Identification
Average: 8.8
7.7
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Planhat
Company Website
Year Founded
2015
HQ Location
Stockholm, Stockholm County
Twitter
@Planhat
1,042 Twitter followers
LinkedIn® Page
www.linkedin.com
170 employees on LinkedIn®
(117)4.1 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.

    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
    • 30% Small-Business
  • 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
    32
    Data Accuracy
    29
    Accuracy of Information
    18
    Contact Information
    17
    Data Quality
    16
    Cons
    Expensive
    20
    Inaccurate Data
    14
    Inaccuracy Issues
    13
    Outdated Information
    13
    Data Inaccuracy
    11
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • D&B Connect features and usability ratings that predict user satisfaction
    8.6
    Quality of Support
    Average: 8.8
    8.1
    Automation
    Average: 8.7
    8.1
    Identification
    Average: 8.8
    8.3
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    Short Hills, NJ
    Twitter
    @DunBradstreet
    21,943 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,752 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
  • 30% Small-Business
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
32
Data Accuracy
29
Accuracy of Information
18
Contact Information
17
Data Quality
16
Cons
Expensive
20
Inaccurate Data
14
Inaccuracy Issues
13
Outdated Information
13
Data Inaccuracy
11
D&B Connect features and usability ratings that predict user satisfaction
8.6
Quality of Support
Average: 8.8
8.1
Automation
Average: 8.7
8.1
Identification
Average: 8.8
8.3
Preventative Cleaning
Average: 8.5
Seller Details
Company Website
HQ Location
Short Hills, NJ
Twitter
@DunBradstreet
21,943 Twitter followers
LinkedIn® Page
www.linkedin.com
5,752 employees on LinkedIn®
Ownership
NYSE: DNB
(63)4.1 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
    • 43% Enterprise
    • 24% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Oracle Data Quality Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Cleaning
    10
    Data Quality
    10
    Data Accuracy
    7
    Ease of Use
    5
    Easy Integrations
    5
    Cons
    Expensive
    9
    Steep Learning Curve
    8
    Complexity
    5
    Integration Issues
    3
    Limited Customization
    3
  • 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
    823,066 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    199,405 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
  • 43% Enterprise
  • 24% Small-Business
Oracle Data Quality Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Cleaning
10
Data Quality
10
Data Accuracy
7
Ease of Use
5
Easy Integrations
5
Cons
Expensive
9
Steep Learning Curve
8
Complexity
5
Integration Issues
3
Limited Customization
3
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
823,066 Twitter followers
LinkedIn® Page
www.linkedin.com
199,405 employees on LinkedIn®
Ownership
NYSE:ORCL
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
    • 50% Mid-Market
    • 43% 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
    16
    Integrations
    12
    Easy Integrations
    10
    Data Management
    9
    Customer Support
    8
    Cons
    Learning Curve
    7
    Learning Difficulty
    7
    Initial User Difficulty
    5
    Limitations
    5
    Complexity
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Syncari features and usability ratings that predict user satisfaction
    9.9
    Quality of Support
    Average: 8.8
    9.8
    Automation
    Average: 8.7
    9.5
    Identification
    Average: 8.8
    9.4
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Syncari
    Year Founded
    2019
    HQ Location
    Newark, California
    Twitter
    @syncari
    230 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    38 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
  • 50% Mid-Market
  • 43% 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
16
Integrations
12
Easy Integrations
10
Data Management
9
Customer Support
8
Cons
Learning Curve
7
Learning Difficulty
7
Initial User Difficulty
5
Limitations
5
Complexity
4
Syncari features and usability ratings that predict user satisfaction
9.9
Quality of Support
Average: 8.8
9.8
Automation
Average: 8.7
9.5
Identification
Average: 8.8
9.4
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Syncari
Year Founded
2019
HQ Location
Newark, California
Twitter
@syncari
230 Twitter followers
LinkedIn® Page
www.linkedin.com
38 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SAS Data Quality meets you where you are, addressing your data quality issues without requiring you to move your data.

    Users
    No information available
    Industries
    • Research
    • Higher Education
    Market Segment
    • 45% Enterprise
    • 27% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SAS Data Quality Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Cleaning
    3
    Data Accuracy
    2
    Ease of Use
    2
    Analytics
    1
    Big Data Management
    1
    Cons
    Not User-Friendly
    2
    Training Required
    2
    Complexity
    1
    Difficult Learning Curve
    1
    Expensive
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Data Quality features and usability ratings that predict user satisfaction
    7.8
    Quality of Support
    Average: 8.8
    8.2
    Automation
    Average: 8.7
    8.8
    Identification
    Average: 8.8
    8.3
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    62,141 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17,268 employees on LinkedIn®
    Phone
    1-800-727-0025
Product Description
How are these determined?Information
This description is provided by the seller.

SAS Data Quality meets you where you are, addressing your data quality issues without requiring you to move your data.

Users
No information available
Industries
  • Research
  • Higher Education
Market Segment
  • 45% Enterprise
  • 27% Small-Business
SAS Data Quality Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Cleaning
3
Data Accuracy
2
Ease of Use
2
Analytics
1
Big Data Management
1
Cons
Not User-Friendly
2
Training Required
2
Complexity
1
Difficult Learning Curve
1
Expensive
1
SAS Data Quality features and usability ratings that predict user satisfaction
7.8
Quality of Support
Average: 8.8
8.2
Automation
Average: 8.7
8.8
Identification
Average: 8.8
8.3
Preventative Cleaning
Average: 8.5
Seller Details
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
62,141 Twitter followers
LinkedIn® Page
www.linkedin.com
17,268 employees on LinkedIn®
Phone
1-800-727-0025
  • 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
    • 36% Small-Business
    • 20% 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
    14,045,110 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    238,990 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
  • 36% Small-Business
  • 20% 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
14,045,110 Twitter followers
LinkedIn® Page
www.linkedin.com
238,990 employees on LinkedIn®
Ownership
MSFT
(159)4.8 out of 5
13th 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
    • Computer Software
    • Information Technology and Services
    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
    26
    Features
    20
    Transformation
    15
    Integrations
    11
    Analytics
    10
    Cons
    Feature Limitations
    9
    Missing Features
    8
    Learning Curve
    7
    Learning Difficulty
    7
    Limited Functionality
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.9
    Quality of Support
    Average: 8.8
    9.4
    Automation
    Average: 8.7
    8.3
    Identification
    Average: 8.8
    7.9
    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
    13,189 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    535 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
  • Computer Software
  • Information Technology and Services
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
26
Features
20
Transformation
15
Integrations
11
Analytics
10
Cons
Feature Limitations
9
Missing Features
8
Learning Curve
7
Learning Difficulty
7
Limited Functionality
6
dbt features and usability ratings that predict user satisfaction
8.9
Quality of Support
Average: 8.8
9.4
Automation
Average: 8.7
8.3
Identification
Average: 8.8
7.9
Preventative Cleaning
Average: 8.5
Seller Details
Seller
dbt Labs
Company Website
Year Founded
2016
HQ Location
Philadelphia, US
Twitter
@getdbt
13,189 Twitter followers
LinkedIn® Page
www.linkedin.com
535 employees on LinkedIn®
(111)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.

    Plauti keeps your CRM data accurate, complete, and ready for business. Verify, deduplicate, manipulate, and assign records automatically so your teams can trust their data and act fast. Because w

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 54% Mid-Market
    • 36% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Plauti 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
    Duplicate Management
    16
    Ease of Use
    14
    Customization
    11
    Customer Support
    8
    Customizability
    8
    Cons
    Learning Curve
    5
    Complexity
    3
    Limitations
    3
    Limited Functionality
    3
    Expensive
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Plauti features and usability ratings that predict user satisfaction
    9.3
    Quality of Support
    Average: 8.8
    8.2
    Automation
    Average: 8.7
    8.7
    Identification
    Average: 8.8
    8.5
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Plauti
    Company Website
    Year Founded
    2011
    HQ Location
    Arnhem, Netherlands
    LinkedIn® Page
    www.linkedin.com
    54 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Plauti keeps your CRM data accurate, complete, and ready for business. Verify, deduplicate, manipulate, and assign records automatically so your teams can trust their data and act fast. Because w

Users
No information available
Industries
No information available
Market Segment
  • 54% Mid-Market
  • 36% Small-Business
Plauti 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
Duplicate Management
16
Ease of Use
14
Customization
11
Customer Support
8
Customizability
8
Cons
Learning Curve
5
Complexity
3
Limitations
3
Limited Functionality
3
Expensive
2
Plauti features and usability ratings that predict user satisfaction
9.3
Quality of Support
Average: 8.8
8.2
Automation
Average: 8.7
8.7
Identification
Average: 8.8
8.5
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Plauti
Company Website
Year Founded
2011
HQ Location
Arnhem, Netherlands
LinkedIn® Page
www.linkedin.com
54 employees on LinkedIn®
(30)4.8 out of 5
3rd 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.

    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
    • 93% Small-Business
    • 7% 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
    Dashboards
    2
    Data Integration
    2
    Data Management
    2
    Ease of Use
    2
    Easy Setup
    2
    Cons
    Complex Setup
    2
    Complex Implementation
    1
    Complexity
    1
    Complex Onboarding
    1
    Data Limitations
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Flatfile features and usability ratings that predict user satisfaction
    9.8
    Quality of Support
    Average: 8.8
    9.4
    Automation
    Average: 8.7
    9.2
    Identification
    Average: 8.8
    8.8
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Flatfile
    Year Founded
    2018
    HQ Location
    Denver, Colorado
    Twitter
    @flatfile
    1,220 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
  • 93% Small-Business
  • 7% 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
Dashboards
2
Data Integration
2
Data Management
2
Ease of Use
2
Easy Setup
2
Cons
Complex Setup
2
Complex Implementation
1
Complexity
1
Complex Onboarding
1
Data Limitations
1
Flatfile features and usability ratings that predict user satisfaction
9.8
Quality of Support
Average: 8.8
9.4
Automation
Average: 8.7
9.2
Identification
Average: 8.8
8.8
Preventative Cleaning
Average: 8.5
Seller Details
Seller
Flatfile
Year Founded
2018
HQ Location
Denver, Colorado
Twitter
@flatfile
1,220 Twitter followers
LinkedIn® Page
www.linkedin.com
63 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Sales Enablement Service with data mining, data cleaning and data appending features. Bizprospex's sales enablement service will help grow your B2B business. Our services promise to give business of a

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 87% Small-Business
    • 13% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • BizProspex CRM Cleaning features and usability ratings that predict user satisfaction
    9.8
    Quality of Support
    Average: 8.8
    9.0
    Automation
    Average: 8.7
    9.3
    Identification
    Average: 8.8
    9.0
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2013
    HQ Location
    Burhanpur, MP
    Twitter
    @BizProspex
    551 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    147 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Sales Enablement Service with data mining, data cleaning and data appending features. Bizprospex's sales enablement service will help grow your B2B business. Our services promise to give business of a

Users
No information available
Industries
No information available
Market Segment
  • 87% Small-Business
  • 13% Mid-Market
BizProspex CRM Cleaning features and usability ratings that predict user satisfaction
9.8
Quality of Support
Average: 8.8
9.0
Automation
Average: 8.7
9.3
Identification
Average: 8.8
9.0
Preventative Cleaning
Average: 8.5
Seller Details
Year Founded
2013
HQ Location
Burhanpur, MP
Twitter
@BizProspex
551 Twitter followers
LinkedIn® Page
www.linkedin.com
147 employees on LinkedIn®
(48)4.6 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.

    OneSchema automates CSV imports, embedded directly in your product. Product and engineering teams use OneSchema to save months of dev time building CSV import. With over 50+ prebuilt validations and r

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 50% Small-Business
    • 44% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • OneSchema 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
    Data Management
    13
    Features
    7
    Customer Support
    6
    Easy Integrations
    6
    Cons
    Complexity
    3
    Error Handling
    3
    Limited Functionality
    3
    Poor Customer Support
    3
    Poor Interface Design
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • OneSchema features and usability ratings that predict user satisfaction
    9.5
    Quality of Support
    Average: 8.8
    7.7
    Automation
    Average: 8.7
    8.1
    Identification
    Average: 8.8
    8.9
    Preventative Cleaning
    Average: 8.5
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    OneSchema
    Year Founded
    2021
    HQ Location
    San Francisco, California
    Twitter
    @oneschema_co
    212 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    20 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

OneSchema automates CSV imports, embedded directly in your product. Product and engineering teams use OneSchema to save months of dev time building CSV import. With over 50+ prebuilt validations and r

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 50% Small-Business
  • 44% Mid-Market
OneSchema 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
Data Management
13
Features
7
Customer Support
6
Easy Integrations
6
Cons
Complexity
3
Error Handling
3
Limited Functionality
3
Poor Customer Support
3
Poor Interface Design
3
OneSchema features and usability ratings that predict user satisfaction
9.5
Quality of Support
Average: 8.8
7.7
Automation
Average: 8.7
8.1
Identification
Average: 8.8
8.9
Preventative Cleaning
Average: 8.5
Seller Details
Seller
OneSchema
Year Founded
2021
HQ Location
San Francisco, California
Twitter
@oneschema_co
212 Twitter followers
LinkedIn® Page
www.linkedin.com
20 employees on LinkedIn®