getapp-logo

App comparison

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

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

Data Preparation Software - Page 4

Last updated: April 2026

Verified reviewer profile picture
Get free expert advice+1 (888) 216-6745
Call now for a one-to-one consultation in under 15 mins.

110 software options

TapClicks logo

A Unified Marketing Operations Platform Powered By Your Data

learn more
TapClicks delivers a unified digital marketing services, reporting, and analytics platform built for marketing agencies, media agencies, and enterprises

Read more about TapClicks

Users also considered
Phrazor logo

Automated insights in language on dashboards in real-time.

learn more
Phrazor is a double-patented BI product used by enterprises to create highly personalized language-based reports at scale, instantly. It allows non-technical users to conduct ad-hoc analyses all on their own. Phrazor’s automated language insights are also available as plugins on Tableau and Power BI

Read more about Phrazor

Users also considered
Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

learn more
Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

Read more about Oracle Analytics Cloud

Users also considered
IBM Cognos Analytics logo

Business intelligence suite

learn more
IBM Cognos is a suite of business intelligence and performance management software, that includes dashboards, reports, forecasting, visualization & automation.

Read more about IBM Cognos Analytics

Users also considered
Sapience Vue logo

Business performance management and analytics software

learn more
Sapience Vue is a data analytics software that helps organizations track performance, assess risks, monitor compliance, and more on a centralized platform. Supervisors can compare data in real time to ensure team and department productivity is in line with predefined business goals and overall KPIs.

Read more about Sapience Vue

Users also considered
AWS Glue logo

Extract, Transform, and Load (ETL) solution

learn more
AWS Glue is an ETL software that helps businesses manage data preparation, discovery, transformation, replication, cleaning, and other processes from within a unified platform. It allows staff members to utilize the built-in data catalog to store and find data assets, such as table definitions, schemas, job definitions, and control information.

Read more about AWS Glue

Users also considered
Oracle Business Intelligence logo

Cloud-based business Intelligence (BI) solution

learn more
Oracle Business Intelligence (BI) is a cloud-based solution designed to help businesses collect, analyze, and visualize business information. It enables managers to track the performance of operational processes through predictive analytics and streamline data warehousing operations.

Read more about Oracle Business Intelligence

Users also considered
Infor OS logo

Modern business intelligence and analytics platform.

learn more
Infor OS is a BI product that promises to enable a single view of data and eliminate data silos. Additionally, decentralized teams and individual users can augment this shared analytic fabric with their own local data, without compromising data governance. This consistency comes from a unified semantic layer, which maintains common definitions and key metrics, no matter where users sit. The platform can be deployed to a fully managed cloud or client managed cloud/on-premises.

Read more about Infor OS

Users also considered
Panoply logo

Data warehousing and transformation

learn more
Panoply is a managed cloud data warehouse with ELT data connectors and dashboarding capabilities, all in one easy to use platform

Read more about Panoply

Users also considered
Datameer logo

Datameer Cloud: Your Data Transformation Solution

learn more
Datameer Cloud simplifies data transformation for data engineers. Optimize analytics, job management, and data accessibility with ease.

Read more about Datameer

Users also considered
Experian Address Verification logo

Validate global addresses in real-time

learn more
Experian Address Validation helps to improve account opening and checkout processes as well as order fulfilment and online conversion rates. Your business can maintain complete, accurate and contactable customer data in your database.

Read more about Experian Address Verification

Users also considered
DataHero logo

Visualize data from spreadsheets & cloud services

learn more
DataHero is a cloud-based data visualization solution which allows users to create custom dashboards and charts with data from cloud services & spreadsheets

Read more about DataHero

Users also considered
Zoho DataPrep logo

AI-powered ETL platform with advanced data preparation

learn more
Zoho DataPrep automates data cleaning, transformation & enrichment with AI, drag-and-drop tools & 100+ connectors for analytics prep.

Read more about Zoho DataPrep

Users also considered
Dancing Numbers logo

Data entry solution for small to midsize businesses

learn more
Dancing Numbers is a data management software designed to help small to midsize businesses import and export data in bulk to/from QuickBooks. It allows managers to delete unwanted transactions and secure the transferred files or information using SSL encryption.

Read more about Dancing Numbers

Users also considered
Definitive Healthcare logo

Data analytics tool for biotech & pharmaceutical industries

learn more
Definitive Healthcare is a data analytics software designed to help businesses analyze clinical and medical data. It enables professionals to categorize audiences, conduct patient analysis, and assess market trends based on technological installations, medical claims, patient demographics, and more.

Read more about Definitive Healthcare

Users also considered
Firebolt logo

The Next Gen Data Warehouse as a Service

learn more
Firebolt delivers extreme speed and elasticity at any scale solving your impossible data challenges.

Read more about Firebolt

Users also considered
Customer Happiness Index logo

Predictive analytics and net promoter score (NPS) platform

learn more
Customer Happiness Index is a cloud-based predictive analytics platform that helps businesses in telecommunications, banking, and retail sectors predict the satisfaction levels of customers by analyzing the net promoter score (NPS).

Read more about Customer Happiness Index

Users also considered
BEEM logo

Connect, transform, and analyze all your company data.

learn more
From automated reports to BI and all the way to AI, BEEM offers an end-to-end platform that helps your organization use your data securely.

Read more about BEEM

Users also considered
Data Quality Navigator logo

Experience Effortless Data Quality

learn more
Content-driven data quality platform with 2,500 expert rules, business-friendly workflows, and AI, helping businesses assess, fix, and govern data.

Read more about Data Quality Navigator

Users also considered
BaseCap Analytics logo

Automated Data Quality Control and Data Validation,

learn more
BaseCap Analytics offers an automated solution that helps businesses manage data quality and remediate data issues.

Read more about BaseCap Analytics

Users also considered
Datactics logo

Augmented Data Quality from Datactics delivers trust in data

learn more
Augmented Data Quality from Datactics provides trust in data through AI-suggested data quality rules, connectivity

Read more about Datactics

Users also considered
Calyptia Core logo

Observability Simplified

learn more
Calyptia Core is a cloud-based observability solution that helps businesses to detect issues that can be identified and resolved before they become a crisis. It enables users to handle dev projects and delivered them on time so that developers have more time to focus on their code. The Calyptia Core no-code telemetry pipeline solution can help your development teams control their observability costs without losing data visibility or reducing security protection.

Read more about Calyptia Core

Users also considered
Versium logo

Data intelligence from the industry leading identity graph.

learn more
Versium transforms data into a strategic asset that improves marketing performance. Using their patented data technology platform, Versium uses robust identity mapping to deliver actionable consumer and business insights to companies of all sizes.

Read more about Versium

Users also considered
Peliqan logo

All-in-one data platform for business teams - no data engine

learn more
No data engineer is required with our Peliqan.io, an all-in-one data platform for business teams, startups, scale-ups, and IT service providers.

Read more about Peliqan

Users also considered
Savant logo

Cloud-based automation platform for business analytics

learn more
Savant is a cloud-based and AI-enabled data analytics automation platform that helps businesses collect and analyze data and collaborate with teams.

Read more about Savant

Users also considered