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Best Data Quality Tools for Medium-Sized Businesses

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, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized 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 Medium-Sized Business Data Quality category.

In addition to qualifying for inclusion in the Data Quality Tools category, to qualify for inclusion in the Medium-Sized Business Data Quality Tools category, a product must have at least 10 reviews left by a reviewer from a medium-sized 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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29 Listings in Data Quality Available
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Data Engineer
    • Senior Data Engineer
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 49% Enterprise
    • 44% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Monte Carlo Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    112
    Alerts
    107
    Monitoring
    97
    Alerting System
    78
    Data Quality
    53
    Cons
    Alert Management
    68
    Alert Overload
    62
    Inefficient Alert System
    53
    UX Improvement
    49
    Limited Functionality
    44
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Monte Carlo features and usability ratings that predict user satisfaction
    9.0
    Quality of Support
    Average: 8.8
    7.5
    Automation
    Average: 8.7
    8.1
    Identification
    Average: 8.8
    6.1
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    San Francisco, US
    Twitter
    @montecarlodata
    1,587 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    576 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Data Engineer
  • Senior Data Engineer
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 49% Enterprise
  • 44% Mid-Market
Monte Carlo Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
112
Alerts
107
Monitoring
97
Alerting System
78
Data Quality
53
Cons
Alert Management
68
Alert Overload
62
Inefficient Alert System
53
UX Improvement
49
Limited Functionality
44
Monte Carlo features and usability ratings that predict user satisfaction
9.0
Quality of Support
Average: 8.8
7.5
Automation
Average: 8.7
8.1
Identification
Average: 8.8
6.1
Preventative Cleaning
Average: 8.4
Seller Details
Company Website
HQ Location
San Francisco, US
Twitter
@montecarlodata
1,587 Twitter followers
LinkedIn® Page
www.linkedin.com
576 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and e

    Users
    • Student
    • Biostatistician
    Industries
    • Pharmaceuticals
    • Computer Software
    Market Segment
    • 33% Enterprise
    • 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.
    • SAS Viya is a cloud-native platform that provides detailed keyword and sentiment analysis, and allows users to customize categories for analysis.
    • Reviewers appreciate SAS Viya's scalability, seamless integration of data preparation, advanced analytics, and machine learning within a single platform, and its user-friendly UI combined with powerful statistical capabilities.
    • Users mentioned that SAS Viya has a steep learning curve for new users, especially when transitioning from open-source ecosystems like Python, and its cost structure could be improved.
  • 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
    316
    Features
    218
    Analytics
    196
    Data Analysis
    166
    User Interface
    147
    Cons
    Learning Difficulty
    151
    Learning Curve
    144
    Complexity
    143
    Difficult Learning
    117
    Expensive
    108
  • 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
    61,085 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,238 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and e

Users
  • Student
  • Biostatistician
Industries
  • Pharmaceuticals
  • Computer Software
Market Segment
  • 33% Enterprise
  • 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.
  • SAS Viya is a cloud-native platform that provides detailed keyword and sentiment analysis, and allows users to customize categories for analysis.
  • Reviewers appreciate SAS Viya's scalability, seamless integration of data preparation, advanced analytics, and machine learning within a single platform, and its user-friendly UI combined with powerful statistical capabilities.
  • Users mentioned that SAS Viya has a steep learning curve for new users, especially when transitioning from open-source ecosystems like Python, and its cost structure could be improved.
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
316
Features
218
Analytics
196
Data Analysis
166
User Interface
147
Cons
Learning Difficulty
151
Learning Curve
144
Complexity
143
Difficult Learning
117
Expensive
108
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
61,085 Twitter followers
LinkedIn® Page
www.linkedin.com
18,238 employees on LinkedIn®
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Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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
    Data Accuracy
    25
    Ease of Use
    23
    Automation
    20
    Lead Generation
    19
    Efficiency
    18
    Cons
    Inaccuracy Issues
    13
    Inaccurate Data
    11
    Learning Curve
    11
    Learning Difficulty
    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
    9.0
    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
    23,510 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,353 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
Data Accuracy
25
Ease of Use
23
Automation
20
Lead Generation
19
Efficiency
18
Cons
Inaccuracy Issues
13
Inaccurate Data
11
Learning Curve
11
Learning Difficulty
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
9.0
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
23,510 Twitter followers
LinkedIn® Page
www.linkedin.com
4,353 employees on LinkedIn®
(572)4.5 out of 5
Optimized for quick response
View top Consulting Services for HubSpot Data Hub
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Operations Hub connects, cleanses, and automates customer data across the HubSpot CRM, providing operations teams with tools to maintain data quality, ensure system integration, and streamline busines

    Users
    • CEO
    • Owner
    Industries
    • Information Technology and Services
    • Marketing and Advertising
    Market Segment
    • 67% Small-Business
    • 29% 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
    119
    Automation
    90
    Data Management
    88
    Integrations
    65
    Efficiency
    48
    Cons
    Limitations
    58
    Missing Features
    40
    Learning Curve
    37
    Expensive
    33
    Complexity
    27
  • 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
    9.0
    Automation
    Average: 8.7
    8.9
    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
    786,255 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11,675 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Operations Hub connects, cleanses, and automates customer data across the HubSpot CRM, providing operations teams with tools to maintain data quality, ensure system integration, and streamline busines

Users
  • CEO
  • Owner
Industries
  • Information Technology and Services
  • Marketing and Advertising
Market Segment
  • 67% Small-Business
  • 29% 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
119
Automation
90
Data Management
88
Integrations
65
Efficiency
48
Cons
Limitations
58
Missing Features
40
Learning Curve
37
Expensive
33
Complexity
27
HubSpot Data Hub features and usability ratings that predict user satisfaction
8.8
Quality of Support
Average: 8.8
9.0
Automation
Average: 8.7
8.9
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
786,255 Twitter followers
LinkedIn® Page
www.linkedin.com
11,675 employees on LinkedIn®
(197)4.7 out of 5
4th Easiest To Use in Data Quality software
View top Consulting Services for dbt
  • 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
    • Data Engineer
    • Analytics 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
    38
    Features
    22
    Automation
    19
    Transformation
    17
    Integrations
    15
    Cons
    Limited Functionality
    14
    Dependency Issues
    12
    Steep Learning Curve
    10
    Error Handling
    9
    Error Reporting
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.9
    Quality of Support
    Average: 8.8
    9.3
    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
    Year Founded
    2012
    HQ Location
    Oakland, CA
    Twitter
    @fivetran
    5,713 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,738 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
  • Data Engineer
  • Analytics 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
38
Features
22
Automation
19
Transformation
17
Integrations
15
Cons
Limited Functionality
14
Dependency Issues
12
Steep Learning Curve
10
Error Handling
9
Error Reporting
9
dbt features and usability ratings that predict user satisfaction
8.9
Quality of Support
Average: 8.8
9.3
Automation
Average: 8.7
8.7
Identification
Average: 8.8
8.2
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Fivetran
Year Founded
2012
HQ Location
Oakland, CA
Twitter
@fivetran
5,713 Twitter followers
LinkedIn® Page
www.linkedin.com
1,738 employees on LinkedIn®
(284)4.6 out of 5
Optimized for quick response
9th Easiest To Use in Data Quality software
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
    14
    Duplicate Management
    8
    Time-saving
    8
    Efficiency
    5
    Salesforce Integration
    5
    Cons
    Limited Functionality
    3
    Missing Features
    3
    Learning Curve
    2
    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
    348 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
14
Duplicate Management
8
Time-saving
8
Efficiency
5
Salesforce Integration
5
Cons
Limited Functionality
3
Missing Features
3
Learning Curve
2
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
348 employees on LinkedIn®
(883)4.5 out of 5
Optimized for quick response
  • 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
    215
    Customer Support
    155
    Customization
    106
    Automation Efficiency
    103
    Helpful
    103
    Cons
    Learning Curve
    113
    Complexity
    78
    Steep Learning Curve
    62
    Integration Issues
    58
    Limitations
    56
  • 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
    1,051 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    227 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
215
Customer Support
155
Customization
106
Automation Efficiency
103
Helpful
103
Cons
Learning Curve
113
Complexity
78
Steep Learning Curve
62
Integration Issues
58
Limitations
56
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
1,051 Twitter followers
LinkedIn® Page
www.linkedin.com
227 employees on LinkedIn®
(1,933)4.4 out of 5
Optimized for quick response
View top Consulting Services for Demandbase One
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Account Executive
    • Business Development Representative
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 48% Mid-Market
    • 32% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Demandbase One is a unified platform that provides visibility into account intent and engagement, simplifies audience segmentation, and integrates with various marketing and sales platforms.
    • Users like the platform's ability to provide a complete picture of each account, its simplistic installation, and its exceptional support that helps connect marketing and sales motions.
    • Reviewers experienced a steep learning curve with many overwhelming features, slow loading times, and issues with data validation and accuracy.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Demandbase One Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    225
    Lead Generation
    201
    Insights
    199
    Features
    173
    Intent Data
    170
    Cons
    Learning Curve
    95
    Steep Learning Curve
    77
    Complexity
    70
    Difficult Learning
    63
    Learning Difficulty
    63
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Demandbase One features and usability ratings that predict user satisfaction
    8.8
    Quality of Support
    Average: 8.8
    9.0
    Automation
    Average: 8.7
    8.7
    Identification
    Average: 8.8
    8.3
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2005
    HQ Location
    San Francisco, CA
    Twitter
    @Demandbase
    21,414 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    987 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Account Executive
  • Business Development Representative
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 48% Mid-Market
  • 32% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Demandbase One is a unified platform that provides visibility into account intent and engagement, simplifies audience segmentation, and integrates with various marketing and sales platforms.
  • Users like the platform's ability to provide a complete picture of each account, its simplistic installation, and its exceptional support that helps connect marketing and sales motions.
  • Reviewers experienced a steep learning curve with many overwhelming features, slow loading times, and issues with data validation and accuracy.
Demandbase One Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
225
Lead Generation
201
Insights
199
Features
173
Intent Data
170
Cons
Learning Curve
95
Steep Learning Curve
77
Complexity
70
Difficult Learning
63
Learning Difficulty
63
Demandbase One features and usability ratings that predict user satisfaction
8.8
Quality of Support
Average: 8.8
9.0
Automation
Average: 8.7
8.7
Identification
Average: 8.8
8.3
Preventative Cleaning
Average: 8.4
Seller Details
Company Website
Year Founded
2005
HQ Location
San Francisco, CA
Twitter
@Demandbase
21,414 Twitter followers
LinkedIn® Page
www.linkedin.com
987 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DQLabs redefines data management with Semantics and GenAI powered Modern Data Quality Platform, empowering organisations to transform raw data into reliable, actionable insights. Our automation-first,

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 44% Mid-Market
    • 20% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DQLabs 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 Quality
    28
    Ease of Use
    24
    Efficiency Improvement
    24
    Automation
    20
    Features
    20
    Cons
    Poor Documentation
    7
    Product Immaturity
    2
    Complexity
    1
    Data Management Issues
    1
    Data Quality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DQLabs features and usability ratings that predict user satisfaction
    9.5
    Quality of Support
    Average: 8.8
    9.5
    Automation
    Average: 8.7
    9.5
    Identification
    Average: 8.8
    9.4
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DQLabs
    Year Founded
    2020
    HQ Location
    Pasadena, California
    Twitter
    @DQLABSAI
    246 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    95 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DQLabs redefines data management with Semantics and GenAI powered Modern Data Quality Platform, empowering organisations to transform raw data into reliable, actionable insights. Our automation-first,

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 44% Mid-Market
  • 20% Enterprise
DQLabs 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 Quality
28
Ease of Use
24
Efficiency Improvement
24
Automation
20
Features
20
Cons
Poor Documentation
7
Product Immaturity
2
Complexity
1
Data Management Issues
1
Data Quality
1
DQLabs features and usability ratings that predict user satisfaction
9.5
Quality of Support
Average: 8.8
9.5
Automation
Average: 8.7
9.5
Identification
Average: 8.8
9.4
Preventative Cleaning
Average: 8.4
Seller Details
Seller
DQLabs
Year Founded
2020
HQ Location
Pasadena, California
Twitter
@DQLABSAI
246 Twitter followers
LinkedIn® Page
www.linkedin.com
95 employees on LinkedIn®
Entry Level Price:$199.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DataGroomr is a modern, AI-powered platform purpose-built to ensure exceptional data quality in Salesforce. For organizations that rely on Salesforce to drive sales, marketing, customer support, op

    Users
    No information available
    Industries
    • Non-Profit Organization Management
    Market Segment
    • 63% Mid-Market
    • 20% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DataGroomr 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
    21
    Ease of Use
    21
    Customer Support
    17
    Intuitive
    12
    Salesforce Integration
    12
    Cons
    Learning Curve
    6
    Complexity
    4
    Difficult Learning Curve
    3
    Difficult Setup
    3
    Learning Difficulty
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DataGroomr features and usability ratings that predict user satisfaction
    9.6
    Quality of Support
    Average: 8.8
    9.2
    Automation
    Average: 8.7
    9.4
    Identification
    Average: 8.8
    9.1
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    Philadelphia, PA
    LinkedIn® Page
    www.linkedin.com
    5 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DataGroomr is a modern, AI-powered platform purpose-built to ensure exceptional data quality in Salesforce. For organizations that rely on Salesforce to drive sales, marketing, customer support, op

Users
No information available
Industries
  • Non-Profit Organization Management
Market Segment
  • 63% Mid-Market
  • 20% Small-Business
DataGroomr 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
21
Ease of Use
21
Customer Support
17
Intuitive
12
Salesforce Integration
12
Cons
Learning Curve
6
Complexity
4
Difficult Learning Curve
3
Difficult Setup
3
Learning Difficulty
3
DataGroomr features and usability ratings that predict user satisfaction
9.6
Quality of Support
Average: 8.8
9.2
Automation
Average: 8.7
9.4
Identification
Average: 8.8
9.1
Preventative Cleaning
Average: 8.4
Seller Details
Year Founded
2018
HQ Location
Philadelphia, PA
LinkedIn® Page
www.linkedin.com
5 employees on LinkedIn®
(192)4.7 out of 5
Optimized for quick response
8th Easiest To Use in Data Quality software
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
    • 49% Mid-Market
    • 43% 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
    34
    Data Accuracy
    23
    Duplicate Management
    21
    HubSpot Integration
    19
    Customer Support
    18
    Cons
    Learning Curve
    16
    Not User-Friendly
    13
    Expensive
    8
    Limitations
    8
    Not Intuitive
    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
    289 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    12 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
  • 49% Mid-Market
  • 43% 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
34
Data Accuracy
23
Duplicate Management
21
HubSpot Integration
19
Customer Support
18
Cons
Learning Curve
16
Not User-Friendly
13
Expensive
8
Limitations
8
Not Intuitive
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
289 Twitter followers
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.

    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
    • 44% Mid-Market
    • 31% 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 platform that provides B2B data coverage with contact information and multiple integration options.
    • Reviewers frequently mention the platform's comprehensive data coverage, ease of use, integration with Salesforce, and the ability to customize data fields and matching criteria.
    • Reviewers mentioned issues with data inaccuracy, slow processing speed, lack of tracking for contact job changes, limited customizability, and difficulties in setup and integration processes.
  • 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
    19
    Data Accuracy
    18
    Data Quality
    11
    Easy Setup
    8
    Accuracy
    7
    Cons
    Limitations
    9
    Expensive
    7
    Learning Curve
    7
    Limited Functionality
    6
    Missing Features
    6
  • 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
    8.1
    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
    22,550 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
  • 44% Mid-Market
  • 31% 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 platform that provides B2B data coverage with contact information and multiple integration options.
  • Reviewers frequently mention the platform's comprehensive data coverage, ease of use, integration with Salesforce, and the ability to customize data fields and matching criteria.
  • Reviewers mentioned issues with data inaccuracy, slow processing speed, lack of tracking for contact job changes, limited customizability, and difficulties in setup and integration processes.
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
19
Data Accuracy
18
Data Quality
11
Easy Setup
8
Accuracy
7
Cons
Limitations
9
Expensive
7
Learning Curve
7
Limited Functionality
6
Missing Features
6
D&B Connect features and usability ratings that predict user satisfaction
8.5
Quality of Support
Average: 8.8
8.1
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
22,550 Twitter followers
LinkedIn® Page
www.linkedin.com
5,919 employees on LinkedIn®
Ownership
NYSE: DNB
(123)4.5 out of 5
Optimized for quick response
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    No information available
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 53% Mid-Market
    • 39% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Atlan Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    18
    User Interface
    12
    Features
    11
    Data Lineage
    10
    Easy Setup
    10
    Cons
    Learning Curve
    5
    Limited Functionality
    5
    User Interface Issues
    5
    Difficult Learning
    4
    Integration Issues
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Atlan features and usability ratings that predict user satisfaction
    9.2
    Quality of Support
    Average: 8.8
    7.7
    Automation
    Average: 8.7
    7.6
    Identification
    Average: 8.8
    6.8
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Atlan
    Company Website
    Year Founded
    2019
    HQ Location
    New York, US
    Twitter
    @AtlanHQ
    9,697 Twitter followers
    LinkedIn® Page
    in.linkedin.com
    580 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
No information available
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 53% Mid-Market
  • 39% Enterprise
Atlan Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
18
User Interface
12
Features
11
Data Lineage
10
Easy Setup
10
Cons
Learning Curve
5
Limited Functionality
5
User Interface Issues
5
Difficult Learning
4
Integration Issues
4
Atlan features and usability ratings that predict user satisfaction
9.2
Quality of Support
Average: 8.8
7.7
Automation
Average: 8.7
7.6
Identification
Average: 8.8
6.8
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Atlan
Company Website
Year Founded
2019
HQ Location
New York, US
Twitter
@AtlanHQ
9,697 Twitter followers
LinkedIn® Page
in.linkedin.com
580 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DQE One helps organizations maintain accurate, complete, and reliable customer data across their CRM and business systems. The platform validates, standardizes, and enriches key contact information to

    Users
    No information available
    Industries
    • Marketing and Advertising
    • Computer Software
    Market Segment
    • 41% Small-Business
    • 34% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DQE One Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    4
    CRM Integration
    2
    Data Accuracy
    2
    Data Quality
    2
    Intuitive
    2
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DQE One features and usability ratings that predict user satisfaction
    9.6
    Quality of Support
    Average: 8.8
    9.0
    Automation
    Average: 8.7
    9.2
    Identification
    Average: 8.8
    8.5
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DQE
    Company Website
    Year Founded
    2008
    HQ Location
    Levallois-Perret, Île-de-France
    Twitter
    @dqe_software
    176 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    76 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DQE One helps organizations maintain accurate, complete, and reliable customer data across their CRM and business systems. The platform validates, standardizes, and enriches key contact information to

Users
No information available
Industries
  • Marketing and Advertising
  • Computer Software
Market Segment
  • 41% Small-Business
  • 34% Mid-Market
DQE One Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
4
CRM Integration
2
Data Accuracy
2
Data Quality
2
Intuitive
2
Cons
This product has not yet received any negative sentiments.
DQE One features and usability ratings that predict user satisfaction
9.6
Quality of Support
Average: 8.8
9.0
Automation
Average: 8.7
9.2
Identification
Average: 8.8
8.5
Preventative Cleaning
Average: 8.4
Seller Details
Seller
DQE
Company Website
Year Founded
2008
HQ Location
Levallois-Perret, Île-de-France
Twitter
@dqe_software
176 Twitter followers
LinkedIn® Page
www.linkedin.com
76 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    We help customers plan, implement, and govern their event-driven infrastructure.

    Users
    No information available
    Industries
    • Financial Services
    Market Segment
    • 55% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Avo 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 Lineage
    2
    Ease of Use
    2
    Comprehensive Overview
    1
    Customer Support
    1
    Data Management
    1
    Cons
    Complex Setup
    1
    Difficult Setup
    1
    Learning Difficulty
    1
    Steep Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Avo features and usability ratings that predict user satisfaction
    9.6
    Quality of Support
    Average: 8.8
    6.7
    Automation
    Average: 8.7
    8.8
    Identification
    Average: 8.8
    7.9
    Preventative Cleaning
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Avo
    Year Founded
    2018
    HQ Location
    Walnut, US
    Twitter
    @avohq
    729 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    34 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

We help customers plan, implement, and govern their event-driven infrastructure.

Users
No information available
Industries
  • Financial Services
Market Segment
  • 55% Mid-Market
  • 32% Small-Business
Avo 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 Lineage
2
Ease of Use
2
Comprehensive Overview
1
Customer Support
1
Data Management
1
Cons
Complex Setup
1
Difficult Setup
1
Learning Difficulty
1
Steep Learning Curve
1
Avo features and usability ratings that predict user satisfaction
9.6
Quality of Support
Average: 8.8
6.7
Automation
Average: 8.7
8.8
Identification
Average: 8.8
7.9
Preventative Cleaning
Average: 8.4
Seller Details
Seller
Avo
Year Founded
2018
HQ Location
Walnut, US
Twitter
@avohq
729 Twitter followers
LinkedIn® Page
www.linkedin.com
34 employees on LinkedIn®