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Data Cleansing Tools

Best Data Cleansing Tools

TrustMaps are two-dimensional charts that compare products based on satisfaction ratings and research frequency by prospective buyers. Products must have 10 or more ratings to appear on this TrustMap.

Data Cleansing Tools Overview

What are Data Cleansing Tools?

Data cleansing or data scrubbing is a process for removing corrupt, inaccurate or inconsistent data from a database. Regular data-cleansing corrects records containing incorrect formatting, typographical mistakes, or other errors. Cleansing might also mean harmonizing records so that they are consistent with each other.


Data cleansing software systematically searches for discrepancies or anomalies by using algorithms or lookup tables. It then corrects the issues. An automated process of this kind is much more efficient than trying to fix errors by hand.


Regular data cleansing operations are critically important as erroneous data records can ultimately lead to erroneous conclusions and misguided investments decisions. Data cleansing tools often have featural overlap with data deduplication, data preparation, and data quality tools.

Data Cleansing Tools Features & Capabilities

Data cleansing tools generally contain these and other similar feature sets:

  • Raw data ingestion

  • Support for a wide variety of data formats (e.g. .csv, .xml, etc)

  • Phone & email validation

  • Address & zip code cleansing

  • Auto or manual data mapping

  • Data consolidation and ETL

  • Sample testing

  • Data validation, matching, reconciliation

  • Data analysis, charting

Pricing Information

Simple data cleansing tools are open source and available free. Otherwise, vendors offering business intelligence or data management tools also provide data cleansing tools. These vendors may offer a free 30-day trial of their data cleaning products. Afterward data cleansing tools are available on a subscription basis. Pricing corresponds to volume of data stored or exported. Pricing may also correspond with the number of validations (e.g. email, address) performed.

Data Cleansing Products

Listings (1-21 of 21)

37 Ratings

DemandTools for AppExchange is a data quality toolset for Salesforce.com CRM centric customers. The product comprises 11 individual modules to control, standardize, verify, deduplicate, import and manipulate Salesforce and/or Force.com data.

17 Ratings

Cloudingo - a cloud-based SaaS, connects to salesforce.com and allows system administrators to scan their entire database for similar or duplicate records. Cloudingo was launched in late 2011. It is well known for its ease-of-use and rich user experience.

5 Ratings

The V12 Data Platform (formerly called the Launchpad Marketing Cloud) is comprised of a collection of online and offline marketing solutions that is designed to manage existing customer relationships and identify new prospective customers by granting users access to The V12 Group Data Cloud. It c...

We don't have enough ratings and reviews to provide an overall score.

Ataccama is a data quality platform handling data parsing, standardization, cleansing and matching, and data profiling.

We don't have enough ratings and reviews to provide an overall score.

Prospecta Master Data Online (MDO) is a web-based tool that manages the governance and standardization of all types of master data across the user’s business. It allows business users to create information with standardized business rules, workflows and approval processes. MDO is available bot...

We don't have enough ratings and reviews to provide an overall score.

TIBCO Clarity is an automated data cleansing application supporting removal or merging of duplicate records, formatting and transformation, as well as trend or pattern detection in datasets.

We don't have enough ratings and reviews to provide an overall score.

RedPoint Data Management & Quality handles the core requirements of data management including data quality, with data-profiling and general-purpose data-cleansing functionality, including parsing, standardization, matching and cleansing. The platform functions across NoSQL, Hadoop, and tradit...

Clear Analytics is a business intelligence solution that enables non technical end users to perform analytics by leveraging existing knowledge of Excel coupled with a built in query builder. Some key features include: Dynamic Data Refresh, Data Share and In-Excel Collaboration.

We don't have enough ratings and reviews to provide an overall score.

VeriAS is a secure enterprise level platform that is designed to analyze, verify and score email lists in order to flag hard bouncing as well as malicious email addresses. The vendor’s value proposition is that their solution safeguards an organization’s email resources and improves sender reputa...

We don't have enough ratings and reviews to provide an overall score.

StarDQ is a real time solution for cleansing, de-duping, and enriching enterprise data. By integrating StarDQ Solution, organizations can cleanse, match and unify data across multiple data sources and data domains. According to the vendor, the goal is to ensure that data is a strategic, trustwort...

We don't have enough ratings and reviews to provide an overall score.

Netlink headquartered in Wisconsin offers Dataware, a platform for extracting and preparing data, performing data cleansing, data mapping, data conversion, and combining of data.

We don't have enough ratings and reviews to provide an overall score.

PeopleImport from Validity aims to help organizations have peace of mind when introducing and processing large lists of Contact and Lead data in comparison with the data already inside their CRM. The vendor's value proposition is that their solution acts as the filter to prevent new duplicates fr...

We don't have enough ratings and reviews to provide an overall score.

DupeBlocker is designed to stop the users in your Salesforce instance from being able to create duplicates in real time, as well as prevent web lead dupes, SFDC-to-SFDC dupes, and more.

We don't have enough ratings and reviews to provide an overall score.

Validity offers Validity Trust Assessments, a unique data quality assessment solution for evaluating and managing Salesforce customer data. With an on-demand software solution, organizations can generate real-time reports that show them their Data Trust Score, high-level metrics – including the e...

We don't have enough ratings and reviews to provide an overall score.

Cleanse from the RingLead DMS optimizes a database and eliminate time wasted on “data janitor” work–the trivial and mundane tasks of collecting, preparing, and cleansing disparate data.