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Best Data Preparation Software for Small Business

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall Data Preparation 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 Preparation 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 Preparation category.

In addition to qualifying for inclusion in the Data Preparation Software category, to qualify for inclusion in the Small Business Data Preparation Software category, a product must have at least 10 reviews left by a reviewer from a small business.

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

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20 Listings in Small Business Data Preparation Available

(3,512)4.4 out of 5
3rd Easiest To Use in Data Preparation software
View top Consulting Services for Tableau
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Entry Level Price:$75.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Tableau is the world’s leading AI-powered analytics platform. Offering a suite of analytics and business intelligence tools, Tableau turns trusted data into actionable insights so you can make better

    Users
    • Data Analyst
    • Business Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 41% Enterprise
    • 35% 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.
    • Tableau is a data visualization tool that allows users to create interactive dashboards and reports, and perform data analysis.
    • Reviewers appreciate Tableau's user-friendly interface, flexibility, and its ability to handle large datasets, with features like drag-and-drop dashboarding, real-time data connectivity, and the ability to connect with multiple data sources.
    • Users mentioned performance issues when working with large datasets, a steep learning curve for advanced features, and high licensing costs as some of the drawbacks of Tableau.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Tableau 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
    618
    Data Visualization
    536
    Visualization
    412
    Features
    336
    Intuitive
    304
    Cons
    Learning Curve
    271
    Learning Difficulty
    230
    Expensive
    221
    Slow Performance
    148
    Difficulty
    134
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Tableau features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 9.0
    8.4
    Data Workflows
    Average: 8.8
    8.2
    Profiling and Classification
    Average: 8.5
    8.5
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    577,474 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    86,064 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Tableau is the world’s leading AI-powered analytics platform. Offering a suite of analytics and business intelligence tools, Tableau turns trusted data into actionable insights so you can make better

Users
  • Data Analyst
  • Business Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 41% Enterprise
  • 35% 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.
  • Tableau is a data visualization tool that allows users to create interactive dashboards and reports, and perform data analysis.
  • Reviewers appreciate Tableau's user-friendly interface, flexibility, and its ability to handle large datasets, with features like drag-and-drop dashboarding, real-time data connectivity, and the ability to connect with multiple data sources.
  • Users mentioned performance issues when working with large datasets, a steep learning curve for advanced features, and high licensing costs as some of the drawbacks of Tableau.
Tableau 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
618
Data Visualization
536
Visualization
412
Features
336
Intuitive
304
Cons
Learning Curve
271
Learning Difficulty
230
Expensive
221
Slow Performance
148
Difficulty
134
Tableau features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 9.0
8.4
Data Workflows
Average: 8.8
8.2
Profiling and Classification
Average: 8.5
8.5
Data Joining
Average: 8.8
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
577,474 Twitter followers
LinkedIn® Page
www.linkedin.com
86,064 employees on LinkedIn®
(648)4.3 out of 5
6th Easiest To Use in Data Preparation software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Student
    • Biostatistician
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 34% Small-Business
    • 31% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • SAS Viya is a cloud-based analytics platform that integrates data preparation, analytics, and AI capabilities into a single environment.
    • Reviewers appreciate SAS Viya's high performance, powerful analytics tools, seamless cloud integration, and its ability to handle large datasets efficiently.
    • Users experienced challenges with the complexity of SAS Viya's setup process, its high licensing costs, and the need for advanced technical skills for proper management.
  • 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
    286
    Features
    205
    Analytics
    179
    Data Analysis
    150
    User Interface
    135
    Cons
    Learning Difficulty
    135
    Learning Curve
    132
    Complexity
    130
    Difficult Learning
    105
    Expensive
    97
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Viya features and usability ratings that predict user satisfaction
    8.2
    Has the product been a good partner in doing business?
    Average: 9.0
    8.5
    Data Workflows
    Average: 8.8
    8.5
    Profiling and Classification
    Average: 8.5
    8.7
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,105 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.

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

Users
  • Student
  • Biostatistician
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 34% Small-Business
  • 31% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • SAS Viya is a cloud-based analytics platform that integrates data preparation, analytics, and AI capabilities into a single environment.
  • Reviewers appreciate SAS Viya's high performance, powerful analytics tools, seamless cloud integration, and its ability to handle large datasets efficiently.
  • Users experienced challenges with the complexity of SAS Viya's setup process, its high licensing costs, and the need for advanced technical skills for proper management.
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
286
Features
205
Analytics
179
Data Analysis
150
User Interface
135
Cons
Learning Difficulty
135
Learning Curve
132
Complexity
130
Difficult Learning
105
Expensive
97
SAS Viya features and usability ratings that predict user satisfaction
8.2
Has the product been a good partner in doing business?
Average: 9.0
8.5
Data Workflows
Average: 8.8
8.5
Profiling and Classification
Average: 8.5
8.7
Data Joining
Average: 8.8
Seller Details
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,105 Twitter followers
LinkedIn® Page
www.linkedin.com
18,238 employees on LinkedIn®
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(571)4.5 out of 5
Optimized for quick response
7th Easiest To Use in Data Preparation software
View top Consulting Services for HubSpot Data Hub
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • CEO
    • Owner
    Industries
    • Information Technology and Services
    • Marketing and Advertising
    Market Segment
    • 67% Small-Business
    • 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
    112
    Automation
    87
    Data Management
    83
    Integrations
    62
    Customization
    45
    Cons
    Limitations
    55
    Learning Curve
    37
    Missing Features
    37
    Expensive
    31
    Complexity
    27
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • HubSpot Data Hub features and usability ratings that predict user satisfaction
    9.1
    Has the product been a good partner in doing business?
    Average: 9.0
    9.8
    Data Workflows
    Average: 8.8
    9.7
    Profiling and Classification
    Average: 8.5
    9.3
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    HubSpot
    Company Website
    Year Founded
    2006
    HQ Location
    Cambridge, MA
    Twitter
    @HubSpot
    786,165 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 supercharges your HubSpot CRM with a complete toolkit to connect, clean, and automate customer data. It offers native integrations with other applications to create a more efficient, al

Users
  • CEO
  • Owner
Industries
  • Information Technology and Services
  • Marketing and Advertising
Market Segment
  • 67% Small-Business
  • 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
112
Automation
87
Data Management
83
Integrations
62
Customization
45
Cons
Limitations
55
Learning Curve
37
Missing Features
37
Expensive
31
Complexity
27
HubSpot Data Hub features and usability ratings that predict user satisfaction
9.1
Has the product been a good partner in doing business?
Average: 9.0
9.8
Data Workflows
Average: 8.8
9.7
Profiling and Classification
Average: 8.5
9.3
Data Joining
Average: 8.8
Seller Details
Seller
HubSpot
Company Website
Year Founded
2006
HQ Location
Cambridge, MA
Twitter
@HubSpot
786,165 Twitter followers
LinkedIn® Page
www.linkedin.com
11,675 employees on LinkedIn®
(197)4.7 out of 5
1st Easiest To Use in Data Preparation software
View top Consulting Services for dbt
Save to My Lists
  • 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
    35
    Features
    20
    Automation
    17
    Easy Setup
    14
    Integrations
    14
    Cons
    Limited Functionality
    12
    Dependency Issues
    9
    Error Handling
    9
    Steep Learning Curve
    9
    Error Reporting
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.6
    Has the product been a good partner in doing business?
    Average: 9.0
    9.1
    Data Workflows
    Average: 8.8
    8.3
    Profiling and Classification
    Average: 8.5
    9.1
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Fivetran
    Year Founded
    2012
    HQ Location
    Oakland, CA
    Twitter
    @fivetran
    5,702 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
35
Features
20
Automation
17
Easy Setup
14
Integrations
14
Cons
Limited Functionality
12
Dependency Issues
9
Error Handling
9
Steep Learning Curve
9
Error Reporting
8
dbt features and usability ratings that predict user satisfaction
8.6
Has the product been a good partner in doing business?
Average: 9.0
9.1
Data Workflows
Average: 8.8
8.3
Profiling and Classification
Average: 8.5
9.1
Data Joining
Average: 8.8
Seller Details
Seller
Fivetran
Year Founded
2012
HQ Location
Oakland, CA
Twitter
@fivetran
5,702 Twitter followers
LinkedIn® Page
www.linkedin.com
1,738 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM Watson Studio on IBM Cloud Pak for Data is a leading data science and machine learning solution that helps enterprises accelerate AI-powered digital transformation. It allows businesses to scale t

    Users
    • Software Engineer
    • CEO
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 50% Enterprise
    • 30% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM Watson Studio 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
    AI Capabilities
    4
    AI Integration
    4
    AI Modeling
    4
    AI Technology
    4
    Ease of Use
    4
    Cons
    Learning Curve
    2
    Steep Learning Curve
    2
    Cost
    1
    Difficulty in Adjustments
    1
    Expensive
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM Watson Studio features and usability ratings that predict user satisfaction
    8.0
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.8
    9.0
    Profiling and Classification
    Average: 8.5
    9.1
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    708,686 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

IBM Watson Studio on IBM Cloud Pak for Data is a leading data science and machine learning solution that helps enterprises accelerate AI-powered digital transformation. It allows businesses to scale t

Users
  • Software Engineer
  • CEO
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 50% Enterprise
  • 30% Small-Business
IBM Watson Studio 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
AI Capabilities
4
AI Integration
4
AI Modeling
4
AI Technology
4
Ease of Use
4
Cons
Learning Curve
2
Steep Learning Curve
2
Cost
1
Difficulty in Adjustments
1
Expensive
1
IBM Watson Studio features and usability ratings that predict user satisfaction
8.0
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.8
9.0
Profiling and Classification
Average: 8.5
9.1
Data Joining
Average: 8.8
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
708,686 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Ownership
SWX:IBM
(671)4.6 out of 5
Optimized for quick response
4th Easiest To Use in Data Preparation software
View top Consulting Services for Alteryx
Save to My Lists
Entry Level Price:$3,000.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 62% Enterprise
    • 22% 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.
    • Alteryx is a data science and analytics platform that offers features such as ETL tool, drag and drop workflow automation, and the ability to automate repetitive tasks.
    • Reviewers like the platform's ease of use, its ability to handle large databases efficiently, and its drag-and-drop interface that transforms time-consuming manual data tasks into efficient automated ones.
    • Reviewers mentioned issues such as high licensing costs, limited data visualization capabilities, and occasional software crashes.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Alteryx 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
    327
    Automation
    143
    Intuitive
    130
    Easy Learning
    102
    Problem Solving
    101
    Cons
    Expensive
    87
    Learning Curve
    79
    Missing Features
    62
    Learning Difficulty
    53
    Slow Performance
    40
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Alteryx features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.8
    8.5
    Profiling and Classification
    Average: 8.5
    9.1
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,288 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 62% Enterprise
  • 22% 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.
  • Alteryx is a data science and analytics platform that offers features such as ETL tool, drag and drop workflow automation, and the ability to automate repetitive tasks.
  • Reviewers like the platform's ease of use, its ability to handle large databases efficiently, and its drag-and-drop interface that transforms time-consuming manual data tasks into efficient automated ones.
  • Reviewers mentioned issues such as high licensing costs, limited data visualization capabilities, and occasional software crashes.
Alteryx 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
327
Automation
143
Intuitive
130
Easy Learning
102
Problem Solving
101
Cons
Expensive
87
Learning Curve
79
Missing Features
62
Learning Difficulty
53
Slow Performance
40
Alteryx features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.8
8.5
Profiling and Classification
Average: 8.5
9.1
Data Joining
Average: 8.8
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,288 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Glue Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    ETL Solutions
    3
    Simple
    3
    Cloud Integration
    2
    Data Integration
    2
    Cons
    Slow Performance
    2
    Access Control
    1
    Compatibility Issues
    1
    Complex Transformations
    1
    Connection Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Glue features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    8.4
    Data Workflows
    Average: 8.8
    8.3
    Profiling and Classification
    Average: 8.5
    8.8
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,218,572 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    152,002 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

Users
  • Data Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 29% Mid-Market
AWS Glue Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
ETL Solutions
3
Simple
3
Cloud Integration
2
Data Integration
2
Cons
Slow Performance
2
Access Control
1
Compatibility Issues
1
Complex Transformations
1
Connection Issues
1
AWS Glue features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.4
Data Workflows
Average: 8.8
8.3
Profiling and Classification
Average: 8.5
8.8
Data Joining
Average: 8.8
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,218,572 Twitter followers
LinkedIn® Page
www.linkedin.com
152,002 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(986)4.3 out of 5
Optimized for quick response
8th Easiest To Use in Data Preparation software
View top Consulting Services for Domo
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

    Users
    • Data Analyst
    • Business Analyst
    Industries
    • Computer Software
    • Marketing and Advertising
    Market Segment
    • 49% Mid-Market
    • 29% 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.
    • Domo is an end-to-end data platform that enables users to connect, merge, and visualize data from various sources on a single cloud-based platform.
    • Reviewers like Domo's user-friendly interface, its powerful dataflow tools, and its ability to process large datasets without overwhelming local devices.
    • Users experienced issues with the manual process of turning data flows on and off, difficulty in keeping up with frequent updates, and significant delays in data updates.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Domo 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
    209
    Data Visualization
    100
    Easy Integrations
    82
    Integrations
    79
    Intuitive
    79
    Cons
    Learning Curve
    60
    Missing Features
    48
    Data Management Issues
    43
    Expensive
    36
    Limited Customization
    34
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Domo features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    8.1
    Data Workflows
    Average: 8.8
    7.6
    Profiling and Classification
    Average: 8.5
    8.9
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Domo
    Company Website
    Year Founded
    2010
    HQ Location
    American Fork, UT
    Twitter
    @Domotalk
    63,879 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,325 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

Users
  • Data Analyst
  • Business Analyst
Industries
  • Computer Software
  • Marketing and Advertising
Market Segment
  • 49% Mid-Market
  • 29% 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.
  • Domo is an end-to-end data platform that enables users to connect, merge, and visualize data from various sources on a single cloud-based platform.
  • Reviewers like Domo's user-friendly interface, its powerful dataflow tools, and its ability to process large datasets without overwhelming local devices.
  • Users experienced issues with the manual process of turning data flows on and off, difficulty in keeping up with frequent updates, and significant delays in data updates.
Domo 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
209
Data Visualization
100
Easy Integrations
82
Integrations
79
Intuitive
79
Cons
Learning Curve
60
Missing Features
48
Data Management Issues
43
Expensive
36
Limited Customization
34
Domo features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.1
Data Workflows
Average: 8.8
7.6
Profiling and Classification
Average: 8.5
8.9
Data Joining
Average: 8.8
Seller Details
Seller
Domo
Company Website
Year Founded
2010
HQ Location
American Fork, UT
Twitter
@Domotalk
63,879 Twitter followers
LinkedIn® Page
www.linkedin.com
1,325 employees on LinkedIn®
(922)4.4 out of 5
15th Easiest To Use in Data Preparation software
View top Consulting Services for Qlik Sense
Save to My Lists
Entry Level Price:$30 USD/user/month. Bi...
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Qlik Sense empowers people to make better data-driven decisions and take action. The solution provides augmented analytics for every business need from visualization and dashboards to natural language

    Users
    • Data Analyst
    • Consultant
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 41% Enterprise
    • 41% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Qlik Sense 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
    52
    Data Visualization
    30
    Analytics
    27
    Insights Discovery
    24
    Intuitive
    21
    Cons
    Limited Features
    16
    Missing Features
    16
    Expensive
    13
    Data Management
    12
    Learning Curve
    12
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Qlik Sense features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Qlik
    Year Founded
    1993
    HQ Location
    Radnor, PA
    Twitter
    @qlik
    64,405 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,552 employees on LinkedIn®
    Phone
    1 (888) 994-9854
Product Description
How are these determined?Information
This description is provided by the seller.

Qlik Sense empowers people to make better data-driven decisions and take action. The solution provides augmented analytics for every business need from visualization and dashboards to natural language

Users
  • Data Analyst
  • Consultant
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 41% Enterprise
  • 41% Mid-Market
Qlik Sense 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
52
Data Visualization
30
Analytics
27
Insights Discovery
24
Intuitive
21
Cons
Limited Features
16
Missing Features
16
Expensive
13
Data Management
12
Learning Curve
12
Qlik Sense features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Qlik
Year Founded
1993
HQ Location
Radnor, PA
Twitter
@qlik
64,405 Twitter followers
LinkedIn® Page
www.linkedin.com
4,552 employees on LinkedIn®
Phone
1 (888) 994-9854
(284)4.6 out of 5
Optimized for quick response
5th Easiest To Use in Data Preparation software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Salesforce Administrator
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 48% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DemandTools Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    15
    Duplicate Management
    8
    Time-saving
    8
    Efficiency
    5
    Problem Solving
    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
    8.9
    Has the product been a good partner in doing business?
    Average: 9.0
    9.1
    Data Workflows
    Average: 8.8
    8.8
    Profiling and Classification
    Average: 8.5
    9.2
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    Boston, Massachusetts
    Twitter
    @TrustValidity
    1,149 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    344 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
15
Duplicate Management
8
Time-saving
8
Efficiency
5
Problem Solving
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
8.9
Has the product been a good partner in doing business?
Average: 9.0
9.1
Data Workflows
Average: 8.8
8.8
Profiling and Classification
Average: 8.5
9.2
Data Joining
Average: 8.8
Seller Details
Company Website
Year Founded
2018
HQ Location
Boston, Massachusetts
Twitter
@TrustValidity
1,149 Twitter followers
LinkedIn® Page
www.linkedin.com
344 employees on LinkedIn®
(296)4.9 out of 5
11th Easiest To Use in Data Preparation software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    OWOX Data Marts is a Free Forever Self-Service Analytics Platform that brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your truste

    Users
    • Chief Marketing Officer
    • CEO
    Industries
    • Marketing and Advertising
    • Information Technology and Services
    Market Segment
    • 48% Small-Business
    • 43% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • OWOX 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
    Helpful
    15
    Data Management
    14
    Customer Support
    13
    Analytics
    7
    Cons
    Data Management Issues
    4
    Error Handling
    3
    Expensive
    2
    Integration Issues
    2
    Lack of Information
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • OWOX features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    OWOX
    Year Founded
    2002
    HQ Location
    WALNUT, California
    Twitter
    @owox
    433 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    70 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

OWOX Data Marts is a Free Forever Self-Service Analytics Platform that brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your truste

Users
  • Chief Marketing Officer
  • CEO
Industries
  • Marketing and Advertising
  • Information Technology and Services
Market Segment
  • 48% Small-Business
  • 43% Mid-Market
OWOX 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
Helpful
15
Data Management
14
Customer Support
13
Analytics
7
Cons
Data Management Issues
4
Error Handling
3
Expensive
2
Integration Issues
2
Lack of Information
2
OWOX features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
OWOX
Year Founded
2002
HQ Location
WALNUT, California
Twitter
@owox
433 Twitter followers
LinkedIn® Page
www.linkedin.com
70 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SAS Data Management is a comprehensive solution designed to transform raw data into a valuable business asset by improving, integrating, managing, and governing data across an organization. It enables

    Users
    No information available
    Industries
    • Higher Education
    Market Segment
    • 52% Enterprise
    • 26% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SAS Data Management 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
    12
    Analytics
    5
    Data Cleaning
    4
    Data Quality
    4
    Data Management
    3
    Cons
    Expensive
    7
    Not User-Friendly
    3
    Slow Performance
    3
    Training Required
    3
    Complexity
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SAS Data Management features and usability ratings that predict user satisfaction
    8.1
    Has the product been a good partner in doing business?
    Average: 9.0
    9.8
    Data Workflows
    Average: 8.8
    9.6
    Profiling and Classification
    Average: 8.5
    9.6
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,105 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18,238 employees on LinkedIn®
    Phone
    1-800-727-0025
Product Description
How are these determined?Information
This description is provided by the seller.

SAS Data Management is a comprehensive solution designed to transform raw data into a valuable business asset by improving, integrating, managing, and governing data across an organization. It enables

Users
No information available
Industries
  • Higher Education
Market Segment
  • 52% Enterprise
  • 26% Small-Business
SAS Data Management 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
12
Analytics
5
Data Cleaning
4
Data Quality
4
Data Management
3
Cons
Expensive
7
Not User-Friendly
3
Slow Performance
3
Training Required
3
Complexity
2
SAS Data Management features and usability ratings that predict user satisfaction
8.1
Has the product been a good partner in doing business?
Average: 9.0
9.8
Data Workflows
Average: 8.8
9.6
Profiling and Classification
Average: 8.5
9.6
Data Joining
Average: 8.8
Seller Details
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,105 Twitter followers
LinkedIn® Page
www.linkedin.com
18,238 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.

    Solvexia is a financial automation platform designed to help finance and accounting teams automate spreadsheet-based, manual, and data-intensive processes. It is used to standardize, reconcile, transf

    Users
    No information available
    Industries
    • Financial Services
    • Staffing and Recruiting
    Market Segment
    • 45% Small-Business
    • 42% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Solvexia 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
    Automation
    10
    Data Management
    7
    Reporting
    7
    Efficiency Improvement
    6
    Cons
    Learning Curve
    4
    Steep Learning Curve
    3
    Learning Difficulty
    2
    Outdated Interface
    2
    Poor Interface Design
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Solvexia features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    8.7
    Data Workflows
    Average: 8.8
    8.4
    Profiling and Classification
    Average: 8.5
    9.1
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Solvexia
    Year Founded
    2008
    HQ Location
    Sydney, AU
    Twitter
    @solvexia
    1,142 Twitter followers
    LinkedIn® Page
    au.linkedin.com
    25 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Solvexia is a financial automation platform designed to help finance and accounting teams automate spreadsheet-based, manual, and data-intensive processes. It is used to standardize, reconcile, transf

Users
No information available
Industries
  • Financial Services
  • Staffing and Recruiting
Market Segment
  • 45% Small-Business
  • 42% Mid-Market
Solvexia 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
Automation
10
Data Management
7
Reporting
7
Efficiency Improvement
6
Cons
Learning Curve
4
Steep Learning Curve
3
Learning Difficulty
2
Outdated Interface
2
Poor Interface Design
2
Solvexia features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
8.7
Data Workflows
Average: 8.8
8.4
Profiling and Classification
Average: 8.5
9.1
Data Joining
Average: 8.8
Seller Details
Seller
Solvexia
Year Founded
2008
HQ Location
Sydney, AU
Twitter
@solvexia
1,142 Twitter followers
LinkedIn® Page
au.linkedin.com
25 employees on LinkedIn®
(23)4.7 out of 5
13th Easiest To Use in Data Preparation software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, blend, transf

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 65% Small-Business
    • 17% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Omniscope Evo features and usability ratings that predict user satisfaction
    9.5
    Has the product been a good partner in doing business?
    Average: 9.0
    9.7
    Data Workflows
    Average: 8.8
    8.5
    Profiling and Classification
    Average: 8.5
    9.4
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Visokio
    Year Founded
    2002
    HQ Location
    London, GB
    Twitter
    @Visokio
    260 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    8 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, blend, transf

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 65% Small-Business
  • 17% Mid-Market
Omniscope Evo features and usability ratings that predict user satisfaction
9.5
Has the product been a good partner in doing business?
Average: 9.0
9.7
Data Workflows
Average: 8.8
8.5
Profiling and Classification
Average: 8.5
9.4
Data Joining
Average: 8.8
Seller Details
Seller
Visokio
Year Founded
2002
HQ Location
London, GB
Twitter
@Visokio
260 Twitter followers
LinkedIn® Page
www.linkedin.com
8 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    No information available
    Industries
    • Information Technology and Services
    • Hospital & Health Care
    Market Segment
    • 35% Enterprise
    • 35% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Alteryx Designer Cloud features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Data Workflows
    Average: 8.8
    8.4
    Profiling and Classification
    Average: 8.5
    8.8
    Data Joining
    Average: 8.8
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,288 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
    Ownership
    Private
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
No information available
Industries
  • Information Technology and Services
  • Hospital & Health Care
Market Segment
  • 35% Enterprise
  • 35% Small-Business
Alteryx Designer Cloud features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.6
Data Workflows
Average: 8.8
8.4
Profiling and Classification
Average: 8.5
8.8
Data Joining
Average: 8.8
Seller Details
Seller
Alteryx
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,288 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®
Ownership
Private