Best Data Mapping Software

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

To maintain data accuracy when migrating, integrating, or transforming data, it is important to first map the data and confirm source fields match the destination field. Data mapping software is responsible for designating a target location and data type when moving data from one system to another, while simultaneously ensuring the data itself transfers according to any set parameters.

Data mapping solutions are especially helpful when completing data migrations, integrations, transformations, and warehousing. Many data mapping tools offer a graphical display of the data, which helps end users visualize complex mapping relationships. It is primarily used by mid-market and enterprise companies who regularly handle large amounts of information. This software prevents the loss of data that can come with the migration and manipulation of large data sets. Overall, data mapping software is used within business and IT departments to facilitate clean, accurate data analysis, ultimately helping extract the most precise and actionable insights possible.

Data mapping software can be used in conjunction with data quality software and ETL tools, which transfer data between databases, before the data is housed using data warehouse software or data management platforms (DMP).

To qualify for inclusion in the Data Mapping category, a product must:

Define the data being moved and the format it should take in its new location
Offer the ability to sample and test the data to assess whether the reconversion was successful and make edits as necessary
Be compatible with a large number of data types
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Best Data Mapping Software At A Glance

Leader:
Boomi
Boomi
Highest Performer:
Skyvia
Skyvia
Easiest to Use:
Skyvia
Skyvia
Top Trending:
Lobster Data Platform
Lobster Data Platform
Best Free Software:
OWOX
OWOX
Show LessShow More
Easiest to Use:
Skyvia
Skyvia
Top Trending:
Lobster Data Platform
Lobster Data Platform
Best Free Software:
OWOX
OWOX

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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42 Listings in Data Mapping Available
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Boomi
(468)4.4 out of 5
2nd Easiest To Use in Data Mapping software
View top Consulting Services for Boomi
OverviewPros and Cons
Product Description

Boomi is the intelligent integration and automation company that drives transformation. The Boomi Platform enables businesses to connect applications, people, and data faster to eliminate digital fra

Users: Software Engineer, Consultant · Industries: Information Technology and Services, Computer Software · Market Segment: 46% Enterprise, 38% Mid-Market
User Sentiment

Reviewers like the platform's user-friendly interface, seamless integration with multiple cloud providers, AI-powered monitoring, and the wide range of built-in connectors. Users reported issues with the licensing model, the need for more connectors for complex logic implementation, the complexity of the user interface for new users, and the lack of pricing transparency.

Pros and ConsUser Satisfaction
ProsEase of Use, Integrations, Easy Integrations, Features, Integration Capabilities
ConsComplexity, Integration Issues, Learning Curve, Difficult Learning, Missing Features
User SatisfactionSeller Details
Boomi features and usability ratings that predict user satisfaction
9.0
Data manipulation
Average: 8.7
8.8
Process various formats
Average: 8.6
8.3
Data visualisation
Average: 8.5
8.6
Ease of Use
Average: 8.6
Seller Details
Seller
Boomi
Company Website
Year Founded
2000
HQ Location
Chesterbrook, PA
Twitter
@boomi
101,308 Twitter followers
LinkedIn® Page
www.linkedin.com
2,874 employees on LinkedIn®
Lobster Data Platform
(104)4.6 out of 5
3rd Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

Lobster is a next-generation data integration ecosystem designed for both business and IT teams to simplify system integration, process automation, and data collaboration across internal and external

Industries: Logistics and Supply Chain, Transportation/Trucking/Railroad · Market Segment: 63% Mid-Market, 27% Enterprise
User Sentiment

Reviewers appreciate the wide range of features and functions offered by Lobster_data, its ease of use, and the effective customer support that helps resolve issues quickly. Users experienced some limitations with the product, such as the inability to fully customize the web interface, high subscription price, slow consulting response, and difficulties with version upgrades and understanding its full capabilities.

Pros and ConsUser Satisfaction
ProsEase of Use, Customer Support, Features, Integrations, User Interface
ConsComplexity, UX Improvement, Missing Features, Poor Documentation, Complex Usability
User SatisfactionSeller Details
Lobster Data Platform features and usability ratings that predict user satisfaction
9.2
Data manipulation
Average: 8.7
9.3
Process various formats
Average: 8.6
7.7
Data visualisation
Average: 8.5
8.3
Ease of Use
Average: 8.6
Seller Details
Seller
Lobster Data GmbH
Company Website
Year Founded
2002
HQ Location
Tutzing, Germany
LinkedIn® Page
www.linkedin.com
328 employees on LinkedIn®
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Skyvia
(303)4.8 out of 5
Entry Level Price:$79.00
1st Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectiv

Users: Chief Executive Officer, CEO · Industries: Information Technology and Services, Computer Software · Market Segment: 54% Small-Business, 36% Mid-Market
Pros and ConsUser Satisfaction
ProsEase of Use, Easy Integrations, Easy Setup, Setup Ease, Data Management
ConsInformation Deficiency, Difficult Setup, Feature Limitations, Learning Curve, Poor Documentation
User SatisfactionSeller Details
Skyvia features and usability ratings that predict user satisfaction
8.5
Data manipulation
Average: 8.7
8.5
Process various formats
Average: 8.6
8.3
Data visualisation
Average: 8.5
9.3
Ease of Use
Average: 8.6
Seller Details
Seller
Devart
Year Founded
1997
HQ Location
Wilmington, Delaware, USA
Twitter
@DevartSoftware
1,742 Twitter followers
LinkedIn® Page
www.linkedin.com
251 employees on LinkedIn®
Patchworks
(50)4.7 out of 5
Entry Level Price:Contact Us
6th Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

Patchworks is an integration platform as a service (iPaaS) for B2C and B2B e-commerce businesses with the vision of helping retailers of all sizes integrate a best of breed technology stack as quickly

Industries: Retail, Information Technology and Services · Market Segment: 54% Small-Business, 40% Mid-Market
Pros and ConsUser Satisfaction
ProsEase of Use, Customer Support, Issue Resolution, Easy Integrations, Efficiency
ConsComplexity, Limited Customization, Poor Customer Support, Poor Support, Setup Difficulties
User SatisfactionSeller Details
Patchworks features and usability ratings that predict user satisfaction
8.8
Data manipulation
Average: 8.7
9.0
Process various formats
Average: 8.6
9.0
Data visualisation
Average: 8.5
8.8
Ease of Use
Average: 8.6
Seller Details
Seller
Patchworks
Company Website
Year Founded
2014
HQ Location
United Kingdom
LinkedIn® Page
www.linkedin.com
80 employees on LinkedIn®
Informatica PowerCenter
(88)4.3 out of 5
7th Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

Informatica PowerCenter® helps you unleash the value of your data. It offers a unique end-to-end data integration platform, with a broad set of capabilities to integrate raw, fragmented data from disp

Users: Software Engineer · Industries: Information Technology and Services, Insurance · Market Segment: 80% Enterprise, 15% Mid-Market
Pros and ConsUser Satisfaction
ProsAutomation, Data Integration, Ease of Use, Data Management, Drag
ConsExpensive, Integration Issues, Cloud Dependency, Complexity, Complex Management
User SatisfactionSeller Details
Informatica PowerCenter features and usability ratings that predict user satisfaction
8.9
Data manipulation
Average: 8.7
8.8
Process various formats
Average: 8.6
8.8
Data visualisation
Average: 8.5
8.1
Ease of Use
Average: 8.6
Seller Details
Seller
Informatica
Year Founded
1993
HQ Location
Redwood City, CA
Twitter
@Informatica
99,964 Twitter followers
LinkedIn® Page
www.linkedin.com
5,337 employees on LinkedIn®
Ownership
NYSE: INFA
OWOX
(296)4.9 out of 5
Entry Level Price:Free
5th Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

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 ConsUser Satisfaction
ProsEase of Use, Helpful, Data Management, Customer Support, Analytics
ConsData Management Issues, Error Handling, Expensive, Integration Issues, Lack of Information
User SatisfactionSeller Details
OWOX features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
8.8
Ease of Use
Average: 8.6
Seller Details
Seller
OWOX
Year Founded
2002
HQ Location
WALNUT, California
Twitter
@owox
434 Twitter followers
LinkedIn® Page
www.linkedin.com
68 employees on LinkedIn®
CloverDX
(73)4.3 out of 5
Entry Level Price:Starting at $18,000.00
4th Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

CloverDX is a comprehensive data integration and transformation solution designed to assist organizations in automating and managing their data pipelines effectively. With engineering-led data pipelin

Industries: Financial Services, Information Technology and Services · Market Segment: 40% Mid-Market, 36% Enterprise
Pros and ConsUser Satisfaction
ProsEase of Use, Automation, User Interface, Easy Integrations, Simple
ConsPoor Documentation, Connection Issues, Steep Learning Curve, Unclear Documentation, Complex Usability
User SatisfactionSeller Details
CloverDX features and usability ratings that predict user satisfaction
8.5
Data manipulation
Average: 8.7
8.2
Process various formats
Average: 8.6
7.8
Data visualisation
Average: 8.5
8.1
Ease of Use
Average: 8.6
Seller Details
Seller
CloverDX
Company Website
Year Founded
2002
HQ Location
Prague
Twitter
@CloverDX
1,246 Twitter followers
LinkedIn® Page
www.linkedin.com
56 employees on LinkedIn®
IBM DataStage
(72)4.0 out of 5
12th Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

IBM® InfoSphere® DataStage® is a leading ETL platform that integrates data across multiple enterprise systems. It leverages a high performance parallel framework, available on-premises or in the cloud

Industries: Banking, Information Technology and Services · Market Segment: 76% Enterprise, 15% Mid-Market
Pros and ConsUser Satisfaction
ProsCustomization, Data Pipelining, Drag, Ease of Use, Efficiency Improvement
ConsComplex Processes, Dependency Issues, Expensive, Lack of Real-Time Data, Learning Difficulty
User SatisfactionSeller Details
IBM DataStage features and usability ratings that predict user satisfaction
8.9
Data manipulation
Average: 8.7
8.6
Process various formats
Average: 8.6
8.5
Data visualisation
Average: 8.5
8.0
Ease of Use
Average: 8.6
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
708,652 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Ownership
SWX:IBM
Secoda
(55)4.5 out of 5
Free trial available
13th Easiest To Use in Data Mapping software
OverviewPros and Cons
Product Description

Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data

Industries: Computer Software, Financial Services · Market Segment: 65% Mid-Market, 18% Small-Business
Pros and ConsUser Satisfaction
ProsEase of Use, Features, Customer Support, Data Lineage, Integrations
ConsBug Issues, Bugs, Technical Issues, Learning Curve, Missing Features
User SatisfactionSeller Details
Secoda features and usability ratings that predict user satisfaction
5.0
Data manipulation
Average: 8.7
8.3
Process various formats
Average: 8.6
8.3
Data visualisation
Average: 8.5
8.2
Ease of Use
Average: 8.6
Seller Details
Seller
Secoda
Year Founded
2021
HQ Location
Toronto, CA
Twitter
@SecodaHQ
936 Twitter followers
LinkedIn® Page
www.linkedin.com
21 employees on LinkedIn®
Pimcore
(48)4.5 out of 5
Entry Level Price:Free
9th Easiest To Use in Data Mapping software
View top Consulting Services for Pimcore
OverviewPros and Cons
Product Description

Pimcore is an analyst-recognized provider of enterprise data and experience management technology, enabling companies to scale Product Experience Management (PXM) across complex ecosystems. Founded in

Industries: Information Technology and Services · Market Segment: 48% Mid-Market, 33% Small-Business
Pros and ConsUser Satisfaction
ProsEase of Use, All-in-one Solutions, Asset Management, Customizability, Data Centralization
ConsLearning Curve, Complexity, Developer Challenges, Difficulty Learning, Expensive
User SatisfactionSeller Details
Pimcore features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
8.2
Ease of Use
Average: 8.6
Seller Details
Seller
pimcore
Company Website
Year Founded
2009
HQ Location
Salzburg, Austria
Twitter
@pimcore
1,628 Twitter followers
LinkedIn® Page
www.linkedin.com
69 employees on LinkedIn®
Astera Data Pipeline Builder (Centerprise)
(31)4.3 out of 5
8th Easiest To Use in Data Mapping software
OverviewUser Satisfaction
Product Description

Astera Data Pipeline Builder (Centerprise) provides a no-code, scalable, high-performance, and affordable integration platform designed for technical and non-technical users to connect, transform, and

Demographics
UsersNo information available
IndustriesComputer Software, Information Technology and Services
Market Segment48% Mid-Market, 32% Small-Business
User SatisfactionSeller Details
Astera Data Pipeline Builder (Centerprise) features and usability ratings that predict user satisfaction
8.8
Data manipulation
Average: 8.7
7.5
Process various formats
Average: 8.6
8.8
Data visualisation
Average: 8.5
8.3
Ease of Use
Average: 8.6
Seller Details
Seller
Astera Software
HQ Location
Simi Valley, CA
Twitter
@AsteraSoftware
2,250 Twitter followers
LinkedIn® Page
www.linkedin.com
149 employees on LinkedIn®
Ab Initio
(23)4.3 out of 5
OverviewUser Satisfaction
Product Description

ETL Tool

Demographics
UsersNo information available
IndustriesInformation Technology and Services, Banking
Market Segment91% Enterprise, 9% Mid-Market
User SatisfactionSeller Details
Ab Initio features and usability ratings that predict user satisfaction
9.4
Data manipulation
Average: 8.7
8.3
Process various formats
Average: 8.6
8.3
Data visualisation
Average: 8.5
8.5
Ease of Use
Average: 8.6
Seller Details
Seller
Ab Initio
Year Founded
1995
HQ Location
United States
LinkedIn® Page
www.linkedin.com
953 employees on LinkedIn®
Adeptia Automate
(19)4.2 out of 5
Entry Level Price:Contact Us
14th Easiest To Use in Data Mapping software
OverviewUser Satisfaction
Product Description

Adeptia Automate is an AI-native intelligent data automation platform built for enterprises that demand both innovation and reliability. With 25 years of enterprise data expertise, Adeptia combine

Demographics
UsersNo information available
IndustriesInformation Technology and Services
Market Segment53% Enterprise, 42% Mid-Market
User SatisfactionSeller Details
Adeptia Automate features and usability ratings that predict user satisfaction
7.2
Data manipulation
Average: 8.7
7.8
Process various formats
Average: 8.6
8.3
Data visualisation
Average: 8.5
7.8
Ease of Use
Average: 8.6
Seller Details
Seller
Adeptia
Company Website
Year Founded
2000
HQ Location
Jupiter, FL
Twitter
@adeptia
1,410 Twitter followers
LinkedIn® Page
www.linkedin.com
212 employees on LinkedIn®
Pentaho Data Integration
(17)4.3 out of 5
OverviewPros and Cons
Product Description

More than just ETL (Extract, Transform, Load), Pentaho Data Integration is a codeless data orchestration tool that blends diverse data sets into a single source of truth as a basis for analysis and re

Industries: Information Technology and Services · Market Segment: 41% Enterprise, 41% Mid-Market
Pros and ConsUser Satisfaction
ProsFeatures, API Integration, Cloud Integration, Communication, Connectivity
ConsPerformance Issues, Learning Curve, Poor Performance, Slow Data Loading, Slow Performance
User SatisfactionSeller Details
Pentaho Data Integration features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
8.6
Ease of Use
Average: 8.6
Seller Details
Seller
Pentaho
Year Founded
2004
HQ Location
Santa Clara, CA
LinkedIn® Page
www.linkedin.com
151 employees on LinkedIn®
Altova MapForce
(23)4.5 out of 5
OverviewUser Satisfaction
Product Description

Altova MapForce is an any-to-any data conversion and ETL tool for graphically defining and executing transformations for all popular data formats. Altova MapForce supports converting and transformat

Demographics
UsersNo information available
IndustriesNo information available
Market Segment43% Enterprise, 39% Small-Business
User SatisfactionSeller Details
Altova MapForce features and usability ratings that predict user satisfaction
9.2
Data manipulation
Average: 8.7
9.2
Process various formats
Average: 8.6
8.3
Data visualisation
Average: 8.5
8.4
Ease of Use
Average: 8.6
Seller Details
Seller
Altova
Year Founded
1992
HQ Location
Beverly, MA
Twitter
@altova
569 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
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