Introducing G2.ai, the future of software buying.Try now

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.

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.

  • Small-Business
  • Rating
  • Language
  • Pricing
1 filter applied
Clear All
  • Small-Business
  • Rating
  • Language
  • Pricing
Clear Filter
More Filters
Market Segments
All Segments
Small Business
Mid Market
Enterprise
Avg. Customer Review
Language
Pricing
Sort by
Clear All

18 Listings in Small Business Data Preparation Available

  • Sort By:
    G2 Score
Tableau
(2,772)4.4 out of 5
2nd Easiest To Use in Data Preparation software
View top Consulting Services for Tableau
Save to My Lists
Entry Level Price:$15.00
  • 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
    • 43% 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 by integrating with various data sources.
    • Users frequently mention the ease of creating visuals, the ability to handle large datasets, and the flexibility of integrating multiple data sources as key benefits of Tableau.
    • Users experienced challenges with Tableau's learning curve, performance issues with large datasets, and difficulties with conditional formatting and data source disconnection.
  • 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
    223
    Data Visualization
    218
    Visualization
    186
    Features
    136
    Intuitive
    117
    Cons
    Learning Curve
    97
    Learning Difficulty
    91
    Expensive
    82
    Slow Performance
    55
    Difficulty
    47
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Tableau features and usability ratings that predict user satisfaction
    8.6
    Has the product been a good partner in doing business?
    Average: 9.0
    8.4
    Data Workflows
    Average: 8.7
    8.1
    Profiling and Classification
    Average: 8.4
    8.4
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Salesforce
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    583,726 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    86,777 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
  • 43% 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 by integrating with various data sources.
  • Users frequently mention the ease of creating visuals, the ability to handle large datasets, and the flexibility of integrating multiple data sources as key benefits of Tableau.
  • Users experienced challenges with Tableau's learning curve, performance issues with large datasets, and difficulties with conditional formatting and data source disconnection.
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
223
Data Visualization
218
Visualization
186
Features
136
Intuitive
117
Cons
Learning Curve
97
Learning Difficulty
91
Expensive
82
Slow Performance
55
Difficulty
47
Tableau features and usability ratings that predict user satisfaction
8.6
Has the product been a good partner in doing business?
Average: 9.0
8.4
Data Workflows
Average: 8.7
8.1
Profiling and Classification
Average: 8.4
8.4
Data Joining
Average: 8.6
Seller Details
Seller
Salesforce
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
583,726 Twitter followers
LinkedIn® Page
www.linkedin.com
86,777 employees on LinkedIn®
Alteryx
(637)4.6 out of 5
Optimized for quick response
1st Easiest To Use in Data Preparation software
View top Consulting Services for Alteryx
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Alteryx AI Platform for Enterprise Analytics offers integrated generative and conversational AI, data preparation, advanced analytics, and automated reporting capabilities. The platform is powered

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 64% 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 analysis tool that allows users to manipulate and analyze data from various sources without needing to write complex code.
    • Reviewers appreciate Alteryx's user-friendly interface, its ability to connect to different databases, spreadsheets, and cloud systems, and its powerful automation capabilities, which include data cleaning, transformation, and predictive analysis.
    • Reviewers experienced issues with Alteryx's steep learning curve, limited visualization features, less responsive customer support, and difficulties in handling real-time transactions and connecting to social media APIs.
  • 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
    142
    Automation
    55
    Intuitive
    51
    Easy Learning
    44
    Ease of Learning
    42
    Cons
    Learning Curve
    40
    Expensive
    33
    Learning Difficulty
    26
    Complexity
    18
    Missing Features
    17
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Alteryx features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    8.5
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,497 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,323 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The Alteryx AI Platform for Enterprise Analytics offers integrated generative and conversational AI, data preparation, advanced analytics, and automated reporting capabilities. The platform is powered

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 64% 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 analysis tool that allows users to manipulate and analyze data from various sources without needing to write complex code.
  • Reviewers appreciate Alteryx's user-friendly interface, its ability to connect to different databases, spreadsheets, and cloud systems, and its powerful automation capabilities, which include data cleaning, transformation, and predictive analysis.
  • Reviewers experienced issues with Alteryx's steep learning curve, limited visualization features, less responsive customer support, and difficulties in handling real-time transactions and connecting to social media APIs.
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
142
Automation
55
Intuitive
51
Easy Learning
44
Ease of Learning
42
Cons
Learning Curve
40
Expensive
33
Learning Difficulty
26
Complexity
18
Missing Features
17
Alteryx features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
8.5
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,497 Twitter followers
LinkedIn® Page
www.linkedin.com
2,323 employees on LinkedIn®

G2 Deals

Buying software just got smarter. And cheaper.

This is how G2 Deals can help you:

  • Easily shop for curated – and trusted – software
  • Own your own software buying journey
  • Discover exclusive deals on software
See Exclusive Offers
SAS Viya
(483)4.3 out of 5
8th 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
    • Statistical Programmer
    • Data Analyst
    Industries
    • Pharmaceuticals
    • Banking
    Market Segment
    • 35% 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 data analytics tool that handles large amounts of data and complex analytics, integrating different analytical tools for project management.
    • Reviewers like the tool's ability to handle large data sets, its integration with open-source technologies, its intuitive interfaces, and its centralized platform that encourages collaboration.
    • Reviewers mentioned that SAS Viya can be overwhelming for new users due to its complex interface and steep learning curve, and it requires an internet connection to run, which can be expensive in areas where WiFi is not readily available.
  • 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
    185
    Features
    132
    Analytics
    110
    Data Analysis
    85
    Performance Efficiency
    83
    Cons
    Learning Curve
    86
    Learning Difficulty
    83
    Complexity
    79
    Expensive
    64
    Difficult Learning
    63
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • SAS Viya features and usability ratings that predict user satisfaction
    8.0
    Has the product been a good partner in doing business?
    Average: 9.0
    8.5
    Data Workflows
    Average: 8.7
    8.4
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    SAS Institute Inc.
    Company Website
    Year Founded
    1976
    HQ Location
    Cary, NC
    Twitter
    @SASsoftware
    61,906 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17,842 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Statistical Programmer
  • Data Analyst
Industries
  • Pharmaceuticals
  • Banking
Market Segment
  • 35% 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 data analytics tool that handles large amounts of data and complex analytics, integrating different analytical tools for project management.
  • Reviewers like the tool's ability to handle large data sets, its integration with open-source technologies, its intuitive interfaces, and its centralized platform that encourages collaboration.
  • Reviewers mentioned that SAS Viya can be overwhelming for new users due to its complex interface and steep learning curve, and it requires an internet connection to run, which can be expensive in areas where WiFi is not readily available.
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
185
Features
132
Analytics
110
Data Analysis
85
Performance Efficiency
83
Cons
Learning Curve
86
Learning Difficulty
83
Complexity
79
Expensive
64
Difficult Learning
63
SAS Viya features and usability ratings that predict user satisfaction
8.0
Has the product been a good partner in doing business?
Average: 9.0
8.5
Data Workflows
Average: 8.7
8.4
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Seller
SAS Institute Inc.
Company Website
Year Founded
1976
HQ Location
Cary, NC
Twitter
@SASsoftware
61,906 Twitter followers
LinkedIn® Page
www.linkedin.com
17,842 employees on LinkedIn®
Get a quote
IBM Watson Studio
(165)4.2 out of 5
20th 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.

    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: 8.7
    9.0
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    710,413 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    328,966 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

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: 8.7
9.0
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
710,413 Twitter followers
LinkedIn® Page
www.linkedin.com
328,966 employees on LinkedIn®
Ownership
SWX:IBM
Read IBM Watson Studio Reviews
HubSpot Operations Hub
(467)4.5 out of 5
Optimized for quick response
11th Easiest To Use in Data Preparation software
View top Consulting Services for HubSpot Operations Hub
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.

    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
    • 74% Small-Business
    • 24% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • HubSpot Operations 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
    57
    Automation
    45
    Data Management
    41
    Integrations
    37
    Customization
    26
    Cons
    Limitations
    26
    Missing Features
    22
    Complexity
    17
    Learning Curve
    17
    Expensive
    16
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • HubSpot Operations Hub features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    10.0
    Data Workflows
    Average: 8.7
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    HubSpot
    Company Website
    Year Founded
    2006
    HQ Location
    Cambridge, MA
    Twitter
    @HubSpot
    798,188 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,932 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
  • 74% Small-Business
  • 24% Mid-Market
HubSpot Operations 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
57
Automation
45
Data Management
41
Integrations
37
Customization
26
Cons
Limitations
26
Missing Features
22
Complexity
17
Learning Curve
17
Expensive
16
HubSpot Operations Hub features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
10.0
Data Workflows
Average: 8.7
0.0
No information available
0.0
No information available
Seller Details
Seller
HubSpot
Company Website
Year Founded
2006
HQ Location
Cambridge, MA
Twitter
@HubSpot
798,188 Twitter followers
LinkedIn® Page
www.linkedin.com
10,932 employees on LinkedIn®
Domo
(865)4.3 out of 5
Optimized for quick response
5th Easiest To Use in Data Preparation software
View top Consulting Services for Domo
Save to My Lists
Free trial available
  • 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
    • 50% 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 a data visualization and business intelligence tool that provides data integration, transformation, and visualization capabilities.
    • Reviewers like Domo's user-friendly interface, robust feature set, and its ability to connect with various data sources, making it a comprehensive solution for data management and visualization.
    • Users mentioned issues with Domo's pricing model, limited customization options for dashboards and reports, and performance slowdowns when handling large datasets.
  • 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
    146
    Data Visualization
    75
    Easy Integrations
    65
    Integrations
    58
    Insights
    55
    Cons
    Learning Curve
    50
    Missing Features
    36
    Data Management Issues
    34
    Expensive
    28
    Limited Customization
    24
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Domo features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    5.8
    Data Workflows
    Average: 8.7
    5.0
    Profiling and Classification
    Average: 8.4
    6.9
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Domo
    Company Website
    Year Founded
    2010
    HQ Location
    American Fork, UT
    Twitter
    @Domotalk
    65,232 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,264 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
  • 50% 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 a data visualization and business intelligence tool that provides data integration, transformation, and visualization capabilities.
  • Reviewers like Domo's user-friendly interface, robust feature set, and its ability to connect with various data sources, making it a comprehensive solution for data management and visualization.
  • Users mentioned issues with Domo's pricing model, limited customization options for dashboards and reports, and performance slowdowns when handling large datasets.
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
146
Data Visualization
75
Easy Integrations
65
Integrations
58
Insights
55
Cons
Learning Curve
50
Missing Features
36
Data Management Issues
34
Expensive
28
Limited Customization
24
Domo features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
5.8
Data Workflows
Average: 8.7
5.0
Profiling and Classification
Average: 8.4
6.9
Data Joining
Average: 8.6
Seller Details
Seller
Domo
Company Website
Year Founded
2010
HQ Location
American Fork, UT
Twitter
@Domotalk
65,232 Twitter followers
LinkedIn® Page
www.linkedin.com
1,264 employees on LinkedIn®
AWS Glue
(194)4.3 out of 5
17th Easiest To Use in Data Preparation software
View top Consulting Services for AWS Glue
Save to My Lists
  • 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
    • DevOps Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 28% 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
    8
    Data Integration
    5
    Easy Integrations
    5
    Integration Efficiency
    5
    Integrations
    5
    Cons
    Missing Features
    4
    Data Limitations
    3
    Feature Limitations
    3
    Lack of Features
    3
    Limited Functionality
    3
  • 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
    8.3
    Data Workflows
    Average: 8.7
    8.3
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Amazon Web Services (AWS)
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,230,007 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    146,764 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
  • DevOps Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 28% 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
8
Data Integration
5
Easy Integrations
5
Integration Efficiency
5
Integrations
5
Cons
Missing Features
4
Data Limitations
3
Feature Limitations
3
Lack of Features
3
Limited Functionality
3
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
8.3
Data Workflows
Average: 8.7
8.3
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Seller
Amazon Web Services (AWS)
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,230,007 Twitter followers
LinkedIn® Page
www.linkedin.com
146,764 employees on LinkedIn®
Ownership
NASDAQ: AMZN
Read AWS Glue Reviews
OWOX
(296)4.9 out of 5
12th 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 BI brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your trusted reports update in real time with no analyst in the loop. W

    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
    445 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

OWOX BI brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your trusted reports update in real time with no analyst in the loop. W

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
445 Twitter followers
LinkedIn® Page
www.linkedin.com
78 employees on LinkedIn®
Read OWOX Reviews
SolveXia
(31)4.7 out of 5
15th 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.

    SolveXia empowers finance and accounting teams to automate spreadsheet-driven and manual processes. The SolveXia platform significantly reduces the time and effort needed to combine, reconcile, map, a

    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
    19
    Automation
    12
    Customer Support
    10
    Reporting
    9
    Time-saving
    9
    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
    9.3
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Data Workflows
    Average: 8.7
    8.3
    Profiling and Classification
    Average: 8.4
    9.0
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    SolveXia
    Year Founded
    2008
    HQ Location
    Sydney, AU
    Twitter
    @solvexia
    427 Twitter followers
    LinkedIn® Page
    au.linkedin.com
    24 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SolveXia empowers finance and accounting teams to automate spreadsheet-driven and manual processes. The SolveXia platform significantly reduces the time and effort needed to combine, reconcile, map, a

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
19
Automation
12
Customer Support
10
Reporting
9
Time-saving
9
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
9.3
Has the product been a good partner in doing business?
Average: 9.0
8.6
Data Workflows
Average: 8.7
8.3
Profiling and Classification
Average: 8.4
9.0
Data Joining
Average: 8.6
Seller Details
Seller
SolveXia
Year Founded
2008
HQ Location
Sydney, AU
Twitter
@solvexia
427 Twitter followers
LinkedIn® Page
au.linkedin.com
24 employees on LinkedIn®
Omniscope Evo
(23)4.7 out of 5
10th 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
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Omniscope Evo 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
    13
    Features
    10
    Analytics
    9
    Automation
    7
    Usability
    7
    Cons
    Missing Features
    4
    Dashboard Issues
    2
    Expensive
    2
    Limited Customization
    2
    Limited Visualization
    2
  • 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: 8.7
    8.5
    Profiling and Classification
    Average: 8.4
    9.4
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Visokio
    Year Founded
    2002
    HQ Location
    London, GB
    Twitter
    @Visokio
    259 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 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
13
Features
10
Analytics
9
Automation
7
Usability
7
Cons
Missing Features
4
Dashboard Issues
2
Expensive
2
Limited Customization
2
Limited Visualization
2
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: 8.7
8.5
Profiling and Classification
Average: 8.4
9.4
Data Joining
Average: 8.6
Seller Details
Seller
Visokio
Year Founded
2002
HQ Location
London, GB
Twitter
@Visokio
259 Twitter followers
LinkedIn® Page
www.linkedin.com
8 employees on LinkedIn®
Read Omniscope Evo Reviews
Designer Cloud
(165)4.4 out of 5
19th 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.

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

    Users
    No information available
    Industries
    • Information Technology and Services
    • Hospital & Health Care
    Market Segment
    • 35% Enterprise
    • 35% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Designer Cloud Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Connectivity
    2
    Connectors Quantity
    2
    Ease of Use
    2
    Features
    2
    Flexibility
    2
    Cons
    Limited Functionality
    3
    Limitations
    2
    Missing Features
    2
    Expensive
    1
    Lack of Functionality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Designer Cloud features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Data Workflows
    Average: 8.7
    8.4
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Alteryx
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,497 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,323 employees on LinkedIn®
    Ownership
    Private
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
No information available
Industries
  • Information Technology and Services
  • Hospital & Health Care
Market Segment
  • 35% Enterprise
  • 35% Small-Business
Designer Cloud Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Connectivity
2
Connectors Quantity
2
Ease of Use
2
Features
2
Flexibility
2
Cons
Limited Functionality
3
Limitations
2
Missing Features
2
Expensive
1
Lack of Functionality
1
Designer Cloud features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.6
Data Workflows
Average: 8.7
8.4
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Seller
Alteryx
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,497 Twitter followers
LinkedIn® Page
www.linkedin.com
2,323 employees on LinkedIn®
Ownership
Private
Read Designer Cloud Reviews
dbt
(170)4.8 out of 5
7th 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
    • Analytics Engineer
    • Data Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Mid-Market
    • 24% 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
    29
    Features
    21
    Transformation
    16
    Easy Integrations
    12
    Integrations
    12
    Cons
    Feature Limitations
    9
    Missing Features
    8
    Learning Curve
    7
    Learning Difficulty
    7
    Limited Functionality
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • dbt features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    9.3
    Data Workflows
    Average: 8.7
    8.0
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    dbt Labs
    Company Website
    Year Founded
    2016
    HQ Location
    Philadelphia, US
    Twitter
    @getdbt
    13,522 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    837 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Analytics Engineer
  • Data Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Mid-Market
  • 24% 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
29
Features
21
Transformation
16
Easy Integrations
12
Integrations
12
Cons
Feature Limitations
9
Missing Features
8
Learning Curve
7
Learning Difficulty
7
Limited Functionality
6
dbt features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
9.3
Data Workflows
Average: 8.7
8.0
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
dbt Labs
Company Website
Year Founded
2016
HQ Location
Philadelphia, US
Twitter
@getdbt
13,522 Twitter followers
LinkedIn® Page
www.linkedin.com
837 employees on LinkedIn®
DemandTools
(271)4.5 out of 5
Optimized for quick response
3rd 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.

    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
    • 49% 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
    20
    Time-saving
    10
    Customer Support
    6
    Features
    6
    Automation
    4
    Cons
    Expensive
    3
    Learning Curve
    3
    Learning Difficulty
    2
    Limited Functionality
    2
    Missing Features
    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
    9.0
    Data Workflows
    Average: 8.7
    8.8
    Profiling and Classification
    Average: 8.4
    9.2
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Validity Inc
    Company Website
    Year Founded
    2018
    HQ Location
    Boston, Massachusetts
    Twitter
    @TrustValidity
    1,153 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    320 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
  • 49% 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
20
Time-saving
10
Customer Support
6
Features
6
Automation
4
Cons
Expensive
3
Learning Curve
3
Learning Difficulty
2
Limited Functionality
2
Missing Features
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
9.0
Data Workflows
Average: 8.7
8.8
Profiling and Classification
Average: 8.4
9.2
Data Joining
Average: 8.6
Seller Details
Seller
Validity Inc
Company Website
Year Founded
2018
HQ Location
Boston, Massachusetts
Twitter
@TrustValidity
1,153 Twitter followers
LinkedIn® Page
www.linkedin.com
320 employees on LinkedIn®
Get a quote
OneSchema
(48)4.6 out of 5
18th 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.

    OneSchema automates CSV & PDF workflows with AI. Enterprise operations, IT, and data engineering teams use OneSchema to replace brittle scripts and save countless hours of time manually cleaning m

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 50% Small-Business
    • 44% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • OneSchema Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    21
    Data Management
    13
    Features
    7
    Customer Support
    6
    Easy Integrations
    6
    Cons
    Complexity
    3
    Error Handling
    3
    Limited Functionality
    3
    Poor Customer Support
    3
    Poor Interface Design
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • OneSchema features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    8.4
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    OneSchema
    Year Founded
    2021
    HQ Location
    San Francisco, California
    Twitter
    @oneschema_co
    217 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    22 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

OneSchema automates CSV & PDF workflows with AI. Enterprise operations, IT, and data engineering teams use OneSchema to replace brittle scripts and save countless hours of time manually cleaning m

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 50% Small-Business
  • 44% Mid-Market
OneSchema Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
21
Data Management
13
Features
7
Customer Support
6
Easy Integrations
6
Cons
Complexity
3
Error Handling
3
Limited Functionality
3
Poor Customer Support
3
Poor Interface Design
3
OneSchema features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
8.4
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Seller
OneSchema
Year Founded
2021
HQ Location
San Francisco, California
Twitter
@oneschema_co
217 Twitter followers
LinkedIn® Page
www.linkedin.com
22 employees on LinkedIn®
Read OneSchema Reviews
Altair Monarch
(92)4.5 out of 5
21st 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.

    An industry leader with over 30 years of experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct workflo

    Users
    No information available
    Industries
    • Financial Services
    • Hospital & Health Care
    Market Segment
    • 54% Enterprise
    • 27% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Altair Monarch features and usability ratings that predict user satisfaction
    8.4
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    9.0
    Profiling and Classification
    Average: 8.4
    9.1
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Altair
    Year Founded
    1985
    HQ Location
    Troy, MI
    Twitter
    @Altair_Inc
    7,287 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,289 employees on LinkedIn®
    Ownership
    NASDAQ:ALTR
Product Description
How are these determined?Information
This description is provided by the seller.

An industry leader with over 30 years of experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct workflo

Users
No information available
Industries
  • Financial Services
  • Hospital & Health Care
Market Segment
  • 54% Enterprise
  • 27% Mid-Market
Altair Monarch features and usability ratings that predict user satisfaction
8.4
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
9.0
Profiling and Classification
Average: 8.4
9.1
Data Joining
Average: 8.6
Seller Details
Seller
Altair
Year Founded
1985
HQ Location
Troy, MI
Twitter
@Altair_Inc
7,287 Twitter followers
LinkedIn® Page
www.linkedin.com
4,289 employees on LinkedIn®
Ownership
NASDAQ:ALTR
Read Altair Monarch Reviews
Flatfile
(30)4.8 out of 5
16th 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.

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

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 93% Small-Business
    • 7% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Flatfile Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Dashboards
    2
    Data Integration
    2
    Data Management
    2
    Ease of Use
    2
    Easy Setup
    2
    Cons
    Complex Setup
    2
    Complex Implementation
    1
    Complexity
    1
    Complex Onboarding
    1
    Data Limitations
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Flatfile features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    8.9
    Profiling and Classification
    Average: 8.4
    9.6
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Flatfile
    Year Founded
    2018
    HQ Location
    Denver, Colorado
    Twitter
    @flatfile
    1,242 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    69 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
No information available
Industries
  • Computer Software
Market Segment
  • 93% Small-Business
  • 7% Mid-Market
Flatfile Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Dashboards
2
Data Integration
2
Data Management
2
Ease of Use
2
Easy Setup
2
Cons
Complex Setup
2
Complex Implementation
1
Complexity
1
Complex Onboarding
1
Data Limitations
1
Flatfile features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
8.9
Profiling and Classification
Average: 8.4
9.6
Data Joining
Average: 8.6
Seller Details
Seller
Flatfile
Year Founded
2018
HQ Location
Denver, Colorado
Twitter
@flatfile
1,242 Twitter followers
LinkedIn® Page
www.linkedin.com
69 employees on LinkedIn®
Read Flatfile Reviews
IBM Databand
(67)4.4 out of 5
Save to My Lists
Entry Level Price:Starting at $450.00
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Detect and resolve your data issues faster than ever with Databand. The only continuous data observability platform that catches bad data before it impacts your business. Book a demo today --> ht

    Users
    • Software Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 43% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • IBM Databand 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
    Efficiency Improvement
    8
    Data Quality
    6
    Problem Solving
    5
    Alerting System
    4
    Anomaly Detection
    4
    Cons
    Learning Difficulty
    5
    Complexity
    3
    Limited Features
    3
    UX Improvement
    3
    Expensive
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • IBM Databand features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    8.8
    Data Workflows
    Average: 8.7
    8.3
    Profiling and Classification
    Average: 8.4
    8.8
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    710,413 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    328,966 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

Detect and resolve your data issues faster than ever with Databand. The only continuous data observability platform that catches bad data before it impacts your business. Book a demo today --> ht

Users
  • Software Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 43% Mid-Market
  • 33% Enterprise
IBM Databand 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
Efficiency Improvement
8
Data Quality
6
Problem Solving
5
Alerting System
4
Anomaly Detection
4
Cons
Learning Difficulty
5
Complexity
3
Limited Features
3
UX Improvement
3
Expensive
2
IBM Databand features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
8.8
Data Workflows
Average: 8.7
8.3
Profiling and Classification
Average: 8.4
8.8
Data Joining
Average: 8.6
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
710,413 Twitter followers
LinkedIn® Page
www.linkedin.com
328,966 employees on LinkedIn®
Ownership
SWX:IBM
Read IBM Databand Reviews
TIMi
(70)4.9 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.

    TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analyt

    Users
    No information available
    Industries
    • Information Technology and Services
    • Banking
    Market Segment
    • 39% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • TIMi Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    3
    Ease of Use
    3
    Features
    3
    Community Support
    2
    Efficiency
    2
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • TIMi features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Data Workflows
    Average: 8.7
    8.8
    Profiling and Classification
    Average: 8.4
    9.4
    Data Joining
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    TIMi SPRL
    Company Website
    Year Founded
    2007
    HQ Location
    Brussels
    Twitter
    @TIMiSuite
    3,651 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    75 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analyt

Users
No information available
Industries
  • Information Technology and Services
  • Banking
Market Segment
  • 39% Small-Business
  • 33% Enterprise
TIMi Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
3
Ease of Use
3
Features
3
Community Support
2
Efficiency
2
Cons
This product has not yet received any negative sentiments.
TIMi features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
9.2
Data Workflows
Average: 8.7
8.8
Profiling and Classification
Average: 8.4
9.4
Data Joining
Average: 8.6
Seller Details
Seller
TIMi SPRL
Company Website
Year Founded
2007
HQ Location
Brussels
Twitter
@TIMiSuite
3,651 Twitter followers
LinkedIn® Page
www.linkedin.com
75 employees on LinkedIn®
Filters
Filter
Clear Filter
More Filters
Market Segments
All Segments
Small Business
Mid Market
Enterprise
Avg. Customer Review
Language
Pricing
Sort by
Clear All
  • Small-Business
Clear Filter
More Filters
Market Segments
All Segments
Small Business
Mid Market
Enterprise
Avg. Customer Review
Language
Pricing
Sort by
Clear All

18 Listings in Small Business Data Preparation Available

  • Sort By:
    G2 Score

Recommended For You

UiPath Platform™ for Agentic Automation
SS&C Blue Prism Intelligent Automation Platform
Pega Platform
Appian
Microsoft Power Automate