Data Preparation
Software that assists in preparing data for analysis by transforming, cleansing, and enriching data to ensure it is ready for analytical processes.
Updated June 14, 2026
Products that define this theme
A representative set of Data Quality Tools products that exemplify Data Preparation, curated as a starting point for finding similar software.
Selected from G2's verified user reviews and ratings, then matched to this theme for relevance.
How Did G2 Choose These Data Preparation Products?
The 6 products shown represent a defining sample for the "Data Preparation" theme within Data Quality Tools on G2 — not an exhaustive list. They are a curated starting point for discovering similar software.
- Sourced from products with verified G2 user reviews and ratings.
- Matched to this theme based on each product's described capabilities and fit, ordered by relevance.
- Rankings and inclusion are unbiased and are not influenced by vendor payment.
Refreshed weekly. Last updated: June 14, 2026.
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...
SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle...
Data Hub connects, cleanses, and automates customer data across the HubSpot CRM, providing operations teams with tools to maintain data quality, ensure system integration, and streamline business...
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...
DataGroomr is a modern, AI-powered platform purpose-built to ensure exceptional data quality in Salesforce. For organizations that rely on Salesforce to drive sales, marketing, customer support,...
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...