Best Data Quality Tools for Small Business - Page 2

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 283

Category Stats (Sep 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: snapAddy (+0.84%) - Among all products in this category, snapAddy recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank Data Quality Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,300+ Authentic Reviews
  • 283+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Quality Tools

G2 Grid® for Data Quality Tools plotting products by satisfaction and market presence

Highlighted products: HubSpot Data Hub, SAS Viya, GTM Studio - Powered by ZoomInfo, dbt, Insycle, Melissa Data Quality Suite, Data8 - Data Quality Solutions, and Traction Complete.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-quality/grids.json?focus%5B%5D=hubspot-data-hub&focus%5B%5D=sas-sas-viya&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=dbt&focus%5B%5D=insycle&focus%5B%5D=melissa-data-quality-suite&focus%5B%5D=data8-data-quality-solutions&focus%5B%5D=traction-complete&segment=small-business)

D&B Connect

D&B Connect (the next generation of D&B Optimizer) is an AI-driven Data Management Platform based on the D&B Cloud that provides businesses with customer data and market insights. With D&B Connect, users can collaborate on data management tasks, visualize, monitor, and benchmark data, as well as assess overall data health. Integrations with Master Data Management Platforms, Customer Data Platforms, and CRMs enable automated data updates and anomaly detection through the identity resolution engine. MAP integrations allow for the automation of cross-channel marketing tasks on social media, email, and websites.

Average Rating: 4.1/5.0

Total Reviews: 131

How Do G2 Users Rate D&B Connect?

  • Quality of Support: 8.5/10 (Category avg: 8.8/10)
  • Automation: 8.1/10 (Category avg: 8.7/10)
  • Identification: 8.1/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.1/10 (Category avg: 8.5/10)

Who Is the Company Behind D&B Connect?

  • Seller: Dun & Bradstreet
  • Company Website:
  • HQ Location: Short Hills, NJ
  • Twitter: @DunBradstreet
    22,541 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,735 employees on LinkedIn®
  • Ownership: NYSE: DNB

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Medium, 31% Small

What Do G2 Reviewers Say About D&B Connect?

AI-generated summary from verified user reviews

Pros
  • Users find D&B Connect to be very easy to use, maximizing efficiency in data qualification and marketing research.
  • Users value the data accuracy of D&B Connect, enhancing their data quality efforts and supporting company growth.
  • Users value the comprehensive data quality features of D&B Connect, enhancing their data management efforts significantly.
  • Users value the accuracy of D&B Connect, enhancing credibility and supporting precise risk assessments in business operations.
  • Users value the comprehensive B2B data coverage of D&B Connect, enhancing their data management and insights collection.
Cons
  • Users find limited functionality in D&B Connect, struggling with credit tracking, contact matching, and data input controls.
  • Users report a challenging learning curve with D&B Connect, indicating the need for additional training to use effectively.
  • Users feel that D&B Connect is expensive, primarily benefiting larger enterprises while posing challenges for smaller businesses.
  • Users find limited functionality in D&B Connect, struggling with account creation and tracking of contact information.
  • Users are frustrated by the outdated data that delays updates and limits access to essential firmographic fields.

What Are Recent G2 Reviews of D&B Connect?

What Are G2 Users Discussing About D&B Connect?

Flatfile

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 impact the customer experience. Don’t let customer data become a bottleneck for your business. Accelerate your data onboard and migrations with AI-powered data transformations. Our source-to-target mapping auto-magically converts complex data into your desired format. Easily collaborate with stakeholders on data decisions with granular access control, ensuring the right people manage the right data at the right time. With our fully customizable developer-first platform and event-driven architecture you can create complex workflows tailored specifically to your business needs. No more costly, service-heavy migrations. Migrate data efficiently and with confidence. Come see how we help the world’s best data migration and implementation teams migrate customer data seamlessly.

Average Rating: 4.6/5.0

Total Reviews: 31

How Do G2 Users Rate Flatfile?

  • Quality of Support: 9.4/10 (Category avg: 8.8/10)
  • Automation: 9.4/10 (Category avg: 8.7/10)
  • Identification: 9.2/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Flatfile?

  • Seller: Flatfile
  • Year Founded: 2018
  • HQ Location: Denver, Colorado
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 90% Small, 6% Medium

What Do G2 Reviewers Say About Flatfile?

AI-generated summary from verified user reviews

Pros
  • Users value the time efficiency of Flatfile, appreciating the saved effort in building functionalities independently.
  • Users note significant time savings with Flatfile by eliminating the need to develop similar functionality independently.
Cons
  • Users report unreliable error handling, often facing cryptic server errors that undermine their experience and product credibility.
  • Users report frequent error notifications and instability with Flatfile, impacting reliability and user experience significantly.
  • Users find limited customization in Flatfile, hindering their ability to tailor the experience to their needs.
  • Users find Flatfile's limited features inadequate, struggling with reliability and customizability in their workflows.
  • Users report limited functionality in Flatfile, citing frequent errors and lack of customizability that hinder usability.

What Are Recent G2 Reviews of Flatfile?

What Are G2 Users Discussing About Flatfile?

Dedupely

All you need to keep your CRM free from duplicates! Messy data slows down workflows, clogs reports, and creates confusion. Dedupely helps you take control of your CRM by automatically identifying, merging, and preventing duplicate records, without disrupting your existing setup. Designed to work seamlessly with Salesforce, HubSpot, and Pipedrive, Dedupely integrates directly with your CRM’s native and custom objects, ensuring reliable and accurate data. All our plans include all our features, so you can get full control over what stays and goes. Help is always within reach with our unlimited customer service. Whether it’s a quick question or hands-on guidance, we’ll make sure Dedupely fits your needs, every step of the way. And yes, we’re friendly too!

Average Rating: 4.5/5.0

Total Reviews: 13

How Do G2 Users Rate Dedupely?

  • Quality of Support: 9.8/10 (Category avg: 8.8/10)
  • Automation: 7.7/10 (Category avg: 8.7/10)
  • Identification: 7.9/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 5.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Dedupely?

  • Seller: Dedupely
  • Year Founded: 2015
  • HQ Location: Richmond, British Columbia
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 79% Small, 21% Medium

What Do G2 Reviewers Say About Dedupely?

AI-generated summary from verified user reviews

Pros
  • Users value the responsive customer support of Dedupely, ensuring quick assistance and enhanced user experience.
  • Users value the ease of use of Dedupely, praising its simplicity and efficiency in merging duplicate records.
  • Users admire the simple and effective duplicate management in Dedupely, significantly improving data accuracy and organization.
  • Users appreciate the efficiency improvement Dedupely offers, enhancing processes and merging lists effortlessly.
  • Users find that Merging Leads with Dedupely greatly speeds up the correction of duplicated contact information.
Cons
  • Users highlight the limited data management capabilities of Dedupely, needing additional tools for complete data handling.
  • Users find limited functionality in Dedupely, lacking advanced data management features for comprehensive data quality needs.
  • Users desire an improved UX/UI experience in Dedupely to enhance accessibility and ease of use.

What Are Recent G2 Reviews of Dedupely?

BizProspex CRM Cleaning

At BizProspex, we help businesses fix CRM databases that have become unreliable over time. Duplicate contacts, outdated emails, incorrect job titles, and inconsistent formatting build up naturally, and they end up slowing down sales teams and weakening campaign results. Our CRM Cleaning service identifies these issues across your entire database and corrects them. We remove duplicates, standardize fields, and verify contact details like emails, phone numbers, and job titles against trusted sources. We combine AI-based detection with manual review from our analysts, so every record is checked for accuracy before delivery. With over 2500 projects completed and 13+ years of experience, we focus on giving teams a CRM they can actually trust, one that supports better targeting, stronger pipeline accuracy, and more confident decision making.

Average Rating: 4.9/5.0

Total Reviews: 14

How Do G2 Users Rate BizProspex CRM Cleaning?

  • Quality of Support: 9.8/10 (Category avg: 8.8/10)
  • Automation: 9.0/10 (Category avg: 8.7/10)
  • Identification: 9.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind BizProspex CRM Cleaning?

  • Seller: Bizprospex
  • Year Founded: 2013
  • HQ Location: Suwanee, Georgia, United States
  • Twitter: @BizProspex
    560 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    159 employees on LinkedIn®
  • Phone: +91 7697120653

Who Uses This Product?

  • Company Size: 87% Small, 13% Medium

What Are Recent G2 Reviews of BizProspex CRM Cleaning?

What Are G2 Users Discussing About BizProspex CRM Cleaning?

Informatica Data Quality & Observability

Informatica Data Quality is a comprehensive solution designed to help organizations ensure their data is accurate, complete, and reliable. By automating critical data quality tasks, it enables businesses to trust their data for analytics, decision-making, and customer engagement. This tool supports data cleansing, standardization, validation, and enrichment across various data sources and platforms, ensuring consistency and reliability throughout the data lifecycle. Key Features and Functionality: - Data Discovery and Profiling: Allows users to profile data and perform iterative analysis to identify relationships and detect quality issues. - Rich Set of Transformations: Offers capabilities such as standardization, validation, enrichment, and de-duplication to transform data effectively. - Reusable Rules and Accelerators: Provides prebuilt business rules and accelerators that can be reused to maintain consistent data quality standards. - Integrated Data Governance: Ensures data quality is applied automatically with integrated data governance and cataloging. - AI-Powered Automation: Utilizes AI to streamline data quality processes, enhancing productivity and efficiency. Primary Value and Solutions Provided: Informatica Data Quality addresses the challenge of maintaining high-quality data across an organization. By automating data quality tasks, it reduces manual effort and minimizes errors, leading to more accurate analytics and informed decision-making. The solution ensures that data is clean, complete, and free of duplicates, which is essential for reliable business insights. Additionally, by standardizing and validating data, organizations can deliver more relevant and personalized customer experiences, thereby enhancing customer engagement and satisfaction.

Average Rating: 4.3/5.0

Total Reviews: 63

How Do G2 Users Rate Informatica Data Quality & Observability?

  • Quality of Support: 8.1/10 (Category avg: 8.8/10)
  • Automation: 8.1/10 (Category avg: 8.7/10)
  • Identification: 8.6/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Informatica Data Quality & Observability?

  • Seller: Informatica
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • Twitter: @Informatica
    99,643 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,473 employees on LinkedIn®
  • Ownership: NYSE: INFA

Who Uses This Product?

  • Company Size: 75% Large, 49% Medium

What Do G2 Reviewers Say About Informatica Data Quality & Observability?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the customization options in Informatica Data Quality, allowing tailored solutions for diverse data needs.
Cons
  • Users find the difficult learning curve of Informatica Data Quality requires significant time to grasp its functionalities.
  • Users find the learning difficulty of Informatica Data Quality challenging, requiring significant time to grasp its functionalities.
  • Users feel the need for extensive training to fully grasp Informatica Data Quality's functionalities and features.

What Are Recent G2 Reviews of Informatica Data Quality & Observability?

What Are G2 Users Discussing About Informatica Data Quality & Observability?

Syncari

Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexity of multi-agent environments and AI-driven operations, Syncari automates core data management workflows—from data modeling and lineage to validation and remediation—without needing heavy IT resources. At the heart of Syncari is its patented multi-directional sync, delivering real-time, bi-directional data consistency across CRMs, ERPs, cloud platforms, and data warehouses—without custom code or middleware. Syncari ensures continuously clean, synchronized, and governed data flows throughout your enterprise and is always ready for analytics, AI models, and operational use. Whether you're powering AI copilots, managing complex entity relationships, or standardizing data pipelines, Syncari helps you move beyond just managing data—to activating it. Why Syncari? -Syncari Agentic MDM™: Designed for orchestrating trusted data across AI agents and teams -Patented Multi-Directional Sync: Real-time updates across all connected platforms -Agentic Ops: Schema sync, field mapping, DQ enforcement, and remediation -Entity Resolution: Consolidate and deduplicate records across domains -Composable + Cloud-First: Built to plug into your existing SaaS and data stack -Low-Code / No-Code: Accessible to IT, data teams, RevOps, and business users alike Core Capabilities Unify, Sync, Automate, Activate, Model, Catalog, Lineage, Transform, Standardize, Verify, Remediate, Observe, Report, Consume Top Use Cases - Customer Master: Build a unified customer profile across GTM systems - Product Master: Align and enrich product data across eCommerce and ERP - Hierarchy Master: Govern legal entities, accounts, and territories - Analytics MDM: Push AI-ready data into BI tools and ML workflows - Data Products: Operationalize governed datasets for internal and external use - Data Quality: Automatically identify, validate, standardize, and remediate data issues across systems - MDM for Snowflake: Sync and manage master data directly inside Snowflake - MDM for GCP: Connect, unify, and activate trusted data in BigQuery and GCP tools - MDM for Your Data Warehouse: Maintain clean, governed, query-ready data across your cloud warehouse infrastructure -MCP Server for your unified data

Average Rating: 4.8/5.0

Total Reviews: 41

How Do G2 Users Rate Syncari?

  • Quality of Support: 9.9/10 (Category avg: 8.8/10)
  • Automation: 9.7/10 (Category avg: 8.7/10)
  • Identification: 9.4/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 9.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Syncari?

  • Seller: Syncari
  • Year Founded: 2019
  • HQ Location: Newark, California
  • Twitter: @syncari
    236 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Medium, 44% Small

What Are Recent G2 Reviews of Syncari?

What Are G2 Users Discussing About Syncari?

Alteryx Designer Cloud

Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for anyone who works with data to collaboratively profile, prepare, and pipeline data for analytics and machine learning. Organizations can connect to any data source, across all major cloud data platforms, and integrate Alteryx Analytics Cloud seamlessly into the existing data stack. Designer Cloud provides an interactive, visual user experience with AI/ML-based suggestions to guide users through the exploration and transformation of any dataset.

Average Rating: 4.4/5.0

Total Reviews: 151

How Do G2 Users Rate Alteryx Designer Cloud?

  • Quality of Support: 8.6/10 (Category avg: 8.8/10)
  • Automation: 9.2/10 (Category avg: 8.7/10)
  • Identification: 8.8/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Alteryx Designer Cloud?

  • Seller: Alteryx
  • Year Founded: 1997
  • HQ Location: Irvine, CA
  • Twitter: @alteryx
    26,149 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,312 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 35% Large, 35% Small

What Are Recent G2 Reviews of Alteryx Designer Cloud?

What Are G2 Users Discussing About Alteryx Designer Cloud?

DQE One

DQE One is a real-time data quality platform that validates, standardizes, deduplicates, and enriches customer data, including email addresses, phone numbers, and postal addresses. It helps businesses maintain accurate, complete, and unified customer data across CRM systems, marketing platforms, and operational tools. DQE One solves common data quality challenges such as: - Invalid emails and poor deliverability - Incorrect postal addresses and failed deliveries - Wrong phone numbers and unreachable contacts - Duplicate records and fragmented customer data - Inconsistent data formats across systems It ensures that customer data is clean and usable from the moment it enters your systems. Key capabilities include: - Real-time validation of email, phone, and address data - Data standardization and formatting across systems - Duplicate detection and record merging to create a single customer view - Data enrichment to complete and enhance customer information - Global address validation with country-specific rules - API-first architecture for real-time processing and easy integration DQE One detects duplicate customer records and merges them to create a unified customer view. This improves CRM reliability, reporting accuracy, and overall data consistency. Typical use cases include: - CRM data cleansing and deduplication - E-commerce checkout optimization - Lead capture and contact data validation - Customer data integration across multiple systems - Data governance and data quality initiatives DQE One integrates with platforms such as Salesforce, HubSpot, and other CRM, marketing automation, and e-commerce tools. It can be deployed via API or connectors to ensure data quality across all customer touchpoints. DQE One is designed for companies that want to improve data accuracy, reduce operational inefficiencies, eliminate duplicates, and deliver better customer experiences through reliable data.

Average Rating: 4.8/5.0

Total Reviews: 39

How Do G2 Users Rate DQE One?

  • Quality of Support: 9.7/10 (Category avg: 8.8/10)
  • Automation: 9.0/10 (Category avg: 8.7/10)
  • Identification: 9.3/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind DQE One?

  • Seller: DQE
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Levallois-Perret, Île-de-France
  • Twitter: @dqe_software
    173 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    77 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 36% Medium, 36% Small

What Do G2 Reviewers Say About DQE One?

AI-generated summary from verified user reviews

Pros
  • Users find DQE One to be very easy and intuitive, making it accessible for all levels of expertise.
  • Users praise the seamless CRM integration of DQE One, enhancing data consistency and improving operational efficiency.
  • Users commend the data accuracy of DQE One, significantly enhancing their data management and operational efficiency.
  • Users appreciate the improved data quality provided by DQE One, enhancing operational performance and team accessibility.
  • Users find DQE One to be an intuitive solution, enhancing data management without needing extensive technical skills.

What Are Recent G2 Reviews of DQE One?

OneSchema

OneSchema provides AI agents for data operations that automate data prep, driving efficiency and improving client project margins. By standardizing raw client files to your RFIs, OneSchema helps teams reach insights and deliver results faster.

Average Rating: 4.6/5.0

Total Reviews: 47

How Do G2 Users Rate OneSchema?

  • Quality of Support: 9.5/10 (Category avg: 8.8/10)
  • Automation: 7.7/10 (Category avg: 8.7/10)
  • Identification: 8.1/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.9/10 (Category avg: 8.5/10)

Who Is the Company Behind OneSchema?

  • Seller: OneSchema
  • Year Founded: 2021
  • HQ Location: San Francisco, California
  • Twitter: @oneschema_co
    218 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Small, 44% Medium

What Do G2 Reviewers Say About OneSchema?

AI-generated summary from verified user reviews

Pros
  • Users laud the quick and reliable support provided by OneSchema, enhancing their overall experience and satisfaction.
  • Users appreciate the responsive customer support of OneSchema, ensuring quick resolutions for all inquiries and issues.
  • Users value the customization options in OneSchema, enabling them to create tailored importers effortlessly.
  • Users appreciate the ease of use of OneSchema, highlighting its intuitive and customizable importer creation process.
  • Users appreciate the quick and reliable support from OneSchema, ensuring a smooth experience even with complex issues.
Cons
  • Users seek enhanced customization options for the importer to improve flexibility and user experience in OneSchema.
  • Users desire improvements in interface design, particularly for customization options and data transformation UX.
  • Users desire improved user experience, particularly in customization and data transformation processes for OneSchema.
  • Users desire improved UX and customization options for OneSchema to enhance data transformations and development efficiency.

What Are Recent G2 Reviews of OneSchema?

SAS Data Management

SAS Data Management is a comprehensive solution designed to transform raw data into a valuable business asset by improving, integrating, managing, and governing data across an organization. It enables users to access data from various sources, create rules, collaborate with teams, and manage metadata, thereby preparing data for analytics and informed decision-making. Key Features and Functionality: - Data Access and Integration: Seamlessly access data from diverse sources, including legacy systems and modern platforms like Hadoop, ensuring comprehensive data integration. - Data Quality and Cleansing: Utilize embedded tools to automatically identify and rectify data quality issues, reducing errors and inconsistencies. - Data Preparation: Prepare data for analytics and reporting in a self-service environment without the need for coding or IT assistance, enhancing productivity. - Data Governance: Implement consistent policies and processes to ensure data conforms to established standards and regulatory requirements. - Personal Data Protection: Identify and monitor personal data sources to comply with privacy regulations such as GDPR. - Data Federation and Stewardship: Simplify data integration complexities with a virtual data environment that delivers a complete data picture in a user-friendly format. Primary Value and Solutions Provided: SAS Data Management addresses the critical need for organizations to manage their data effectively, turning it into a strategic asset. By providing a unified platform for data access, integration, quality, governance, and master data management, it eliminates the need for multiple, overlapping tools. This consolidation leads to improved data accuracy, streamlined operations, and enhanced decision-making capabilities. Organizations can ensure that all internal and third-party data remains clean and well-managed, facilitating compliance with regulatory standards and enabling more efficient and effective business processes.

Average Rating: 4.1/5.0

Total Reviews: 97

How Do G2 Users Rate SAS Data Management?

  • Quality of Support: 7.9/10 (Category avg: 8.8/10)
  • Automation: 8.2/10 (Category avg: 8.7/10)
  • Identification: 8.8/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind SAS Data Management?

  • Seller: SAS Institute Inc.
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Top Industries: Higher Education, Research
  • Company Size: 51% Large, 26% Small

What Do G2 Reviewers Say About SAS Data Management?

AI-generated summary from verified user reviews

Pros
  • Users find SAS Data Management easy to use, enjoying its intuitive interface and supportive features for data preparation.
  • Users value the powerful analytics capabilities of SAS Data Management for data preparation and transformation tasks.
  • Users appreciate the robust data cleaning tools in SAS Data Management, ensuring accuracy and consistency in analytics projects.
  • Users value the robust data cleaning and standardization tools of SAS Data Quality, enhancing data accuracy and consistency.
  • Users value the strong data transformation capabilities of SAS Data Management, ensuring efficient and effective data manipulation.
Cons
  • Users find SAS Data Management to be expensive, which may limit access for smaller businesses with budget constraints.
  • Users find the interface difficult and not user-friendly, making navigation challenging for those less experienced with SAS.
  • Users find that the slow performance of SAS Data Management hampers efficiency when dealing with large and complex datasets.
  • Users find that the training required for SAS Data Management can be a barrier for less technical individuals.
  • Users find the complexity of SAS Data Management limits accessibility, requiring advanced statistics knowledge for effective use.

What Are Recent G2 Reviews of SAS Data Management?

What Are G2 Users Discussing About SAS Data Management?

Plauti

Plauti keeps your CRM data accurate, complete, and ready for business. Verify, deduplicate, manipulate, and assign records automatically so your teams can trust their data and act fast. Because when data is right, actions are right. And when actions are right, trust follows. - Verify: validate and format addresses, emails and phone numbers - Plauti Agentforce: power agents with data management actions - Deduplicate: find, prevent and merge duplicate records - Assign: route and assign any record instantly - Manipulate: handle data in single-action execution - Restore: Restore record changes across your data within Salesforce Whether you're improving customer experience, achieving AI readiness, improving data governance or driving operational efficiency, the solutions work together to turn scattered data into a trusted resource that fuels confident decision-making and business growth. > 100% Native to Salesforce - No external processing, full data control. > Enterprise security -Salesforce compliance, no third-party risks. > No-Code customization - Adapt workflows easily, without IT reliance. > Scalable & efficient - Automate processes and manage data at scale.

Average Rating: 4.4/5.0

Total Reviews: 115

How Do G2 Users Rate Plauti?

  • Quality of Support: 9.3/10 (Category avg: 8.8/10)
  • Automation: 8.2/10 (Category avg: 8.7/10)
  • Identification: 8.7/10 (Category avg: 8.9/10)
  • Preventative Cleaning: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Plauti?

  • Seller: Plauti
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Arnhem, Netherlands
  • LinkedIn® Page: www.linkedin.com
    57 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Non-Profit Organization Management, Computer Software
  • Company Size: 56% Medium, 35% Small

What Do G2 Reviewers Say About Plauti?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use of Plauti, appreciating its straightforward tools and responsive support.
  • Users praise the easy implementation and customizable duplicate management features of Plauti, enhancing their Salesforce experience.
  • Users commend the exceptional customer support of Plauti for their helpfulness and quick response times.
  • Users value the excellent merging capabilities of Plauti, particularly for customizable duplicate management in Salesforce.
  • Users value the customizability of Plauti, enabling tailored solutions for managing duplicates effectively within Salesforce.
Cons
  • Users find the learning curve steep, as the configuration options can be intimidating and initially confusing.
  • Users find the complexity of options and configurations in Plauti overwhelming, making it challenging to apply criteria correctly.
  • Users report data management issues with Plauti, highlighting limitations in merge rules and excessive storage usage.
  • Users face challenges with data validation rules and record limits, complicating scalability and functionality.
  • Users find the limited functionality of Plauti challenging, especially with confusing matching rules and merging processes.

What Are Recent G2 Reviews of Plauti?

What Are G2 Users Discussing About Plauti?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated