App comparison

Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.

Software categories Blog & research About us

GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links.

Our commitment

Independent research methodology

Our researchers use a mix of verified reviews, independent research, and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology.

Learn more

Verified user reviews

GetApp maintains a proprietary database of millions of in-depth, verified user reviews across thousands of products in hundreds of software categories. Our data scientists apply advanced modeling techniques to identify key insights about products based on those reviews. We may also share aggregated ratings and select excerpts from those reviews throughout our site.

Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI.

Learn more

How GetApp ensures transparency

GetApp lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. GetApp is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider’s website.

Learn more

Data Collection Software with Data Transformation (2026)

Last updated: April 2026

Key features of Data Collection Software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

Reporting/Analytics: Reviewers value the ability to generate detailed reports and visualizations, providing insights and enabling data-driven decisions. 93% of reviewers rated this feature as important or highly important.
Customizable Fields: Users appreciate the flexibility to tailor questions and fields, enhancing the relevance and accuracy of collected data. 93% of reviewers rated this feature as important or highly important.
Data Capture and Transfer: Reviewers highlight the ease of capturing diverse data types and transferring it to other platforms for analysis and decision-making. 92% of reviewers rated this feature as important or highly important.
Data Import/Export: Users find it convenient to import and export data in various formats, facilitating integration with other tools and efficient data management. 92% of reviewers rated this feature as important or highly important.
Customizable Forms: Reviewers enjoy customizing forms with different themes, question types, and multimedia, making them suitable for various purposes and branding needs. 92% of reviewers rated this feature as important or highly important.
Access Controls/Permissions: Users value the ability to control access and permissions, ensuring data security and enabling collaborative form management. 91% of reviewers rated this feature as important or highly important.