Emotional Footprint Awards 2023
Data Quality
SoftwareReviews names PiLog Data Quality Management, SAS Data Quality, Talend Data Quality, Zoominfo OperationsOS, Melissa Data Quality Suite, and SAP Data Services as Data Quality Emotional Footprint Award Winners.
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Data Quality
Emotional Footprint Awards
SoftwareReviews Emotional Footprint Awards evaluate and rank products based on emotional response ratings from IT and business professionals. Using our Emotional Footprint methodology, we aggregate emotional footprint scores across 26 dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
Emotional Footprint Awards are proudly founded in 100% user review data and are free of traditional “magical” components such as market presence and analyst opinion, which are opaque in nature and may be influenced by vendor pressure, financial or otherwise.
Read The In-Depth Report
See how each vendor stacks up across each of the 26 dimensions and our thorough evaluation of vendor capabilities, product features, and overall satisfaction.
30+ pages
Measuring Emotional Footprint
Emotional Footprint is scored using our “Net Emotional Footprint” Index. This index tracks responses across 26 dimensions of emotional footprint that span 5 categories: Purchasing, Service Experience, Product Impact, Vendor Strategy, and Conflict Resolution. Then, the following calculation is done across this index:
% of Positive Reviews - % of Negative Reviews
For clarity, the total percentage of positive, neutral, and negative ratings is shown for each vendor as well.
Emotional Footprint Leaders
PiLog Inc
PiLog Data Quality Management
PiLog's Intelligent Data Quality Management solution provides end-to-end Data Quality Management for enterprises. it automates standardization, cleansing & management of unstructured/free text data by utilizing ASA (Auto Structured Algorithms) built on PiLog's taxonomy and the catalog repositories of master data records. It also provides pre-configured templates, Auto Assignment of Class & Characteristics, and is fully compliant with ISO 8000, UNSPSC, and various other standards.
9.6
CX Score
CX
Score
+99
Net Emotional Footprint
Net Emotional
Footprint
95
Value Index
VALUE INDEX
Talend
Talend Data Quality
Talend Data Quality delivers trusted data everywhere with easy onboarding, standards and rules application across all Talend integration platforms. Data is enriched, protected, and available.
9.3
CX Score
CX
Score
+98
Net Emotional Footprint
Net Emotional
Footprint
88
Value Index
VALUE INDEX
SAS Institute Inc.
SAS Data Quality
Since SAS puts data quality at the core of everything, you know you’re getting the best technology on the market.
9.3
CX Score
CX
Score
+98
Net Emotional Footprint
Net Emotional
Footprint
92
Value Index
VALUE INDEX
ZoomInfo Technologies Inc
Zoominfo OperationsOS
RingLead offers a complete end-to-end suite of products to clean, protect and enhance company and contact information, leading to improved organizational efficiency, reliable business intelligence, and maximized ROI on CRM and marketing automation investments.
8.8
CX Score
CX
Score
+95
Net Emotional Footprint
Net Emotional
Footprint
87
Value Index
VALUE INDEX
SAP
SAP Data Services
Unlock meaning from all of your organization’s data – structured or unstructured – with SAP Data Services. This data management software provides best-in-class functionality for data integration, quality, cleansing, and more. Ensure end-to-end support for growing data quality needs across users and data types with AI-driven automation.
8.8
CX Score
CX
Score
+94
Net Emotional Footprint
Net Emotional
Footprint
91
Value Index
VALUE INDEX
Melissa Inc
Melissa Data Quality Suite
Melissa Data Quality Suite leverages 35+ years of deep domain expertise in address management, data quality and identity verification to ensure your data is clean, accurate and fit for purpose. Easily validate, parse, standardize, match, and enrich customer data with global address verification, email validation, phone verification and name verification. With flexible on-premise and Cloud/SaaS deployment models, the Data Quality Suite is customizable to every environment and will empower your organization to unlock the full potential of your data.
8.6
CX Score
CX
Score
+86
Net Emotional Footprint
Net Emotional
Footprint
84
Value Index
VALUE INDEX
Other Evaluated Vendors
Symphonic Source Inc
Cloudingo
Cloudingo is a cloud-based deduplication and data quality application built specifically for Salesforce.
8.5
CX Score
CX
Score
+86
Net Emotional Footprint
Net Emotional
Footprint
82
Value Index
VALUE INDEX
Alteryx, Inc.
Alteryx
Alteryx provides a single workflow for data blending, analytics, and reporting. This workflow allows the seamless blending of internal, third party and cloud-based data, and simple analysis using 60+ prebuilt tools for spatial and predictive analytics.
8.4
CX Score
CX
Score
+99
Net Emotional Footprint
Net Emotional
Footprint
84
Value Index
VALUE INDEX
Experian
Experian Aperture Data Studio
Experian Aperture Data Studio (formerly Pandora) unlocks the power of data to create opportunities for consumers, businesses, and society. At life’s big moments—from buying a home or car, to sending a child to university, to growing your business exponentially by connecting with new customers—we empower consumers and our clients to manage their data with confidence, so they can maximize every opportunity.
8.3
CX Score
CX
Score
+91
Net Emotional Footprint
Net Emotional
Footprint
89
Value Index
VALUE INDEX
IBM
IBM InfoSphere QualityStage
Data quality solutions from IBM help you identify revenue opportunities, meet regulatory compliance requirements and respond to customer issues in a timely manner.
8.3
CX Score
CX
Score
+88
Net Emotional Footprint
Net Emotional
Footprint
88
Value Index
VALUE INDEX
Informatica LLC
Informatica Data Quality
Ensure end-to-end support for growing data quality needs across users and data types with AI-driven automation.
8.2
CX Score
CX
Score
+92
Net Emotional Footprint
Net Emotional
Footprint
84
Value Index
VALUE INDEX
Oracle
Oracle Enterprise Data Quality
Oracle Enterprise Data Quality delivers a complete, best-of-breed approach to party and product data resulting in trustworthy master data that integrates with applications to improve business insight.
7.9
CX Score
CX
Score
+83
Net Emotional Footprint
Net Emotional
Footprint
83
Value Index
VALUE INDEX
Ataccama Corporation
Ataccama ONE Platform
Ataccama enables enterprise data democratization with a unified platform for automated data quality, MDM, and metadata management across cloud and hybrid environments. We enable business and data teams to collaborate on creating high quality, reusable data products and massively scale data-driven innovation while maintaining data accuracy, control, and governance.
7.8
CX Score
CX
Score
+97
Net Emotional Footprint
Net Emotional
Footprint
77
Value Index
VALUE INDEX
Validity
Validity DemandTools
Manage your data – duplicates, standardization, record reassignments, lead processing, and more – in record time and deliver high-quality data across your business.
7.7
CX Score
CX
Score
+87
Net Emotional Footprint
Net Emotional
Footprint
85
Value Index
VALUE INDEX
For the full list of vendors in this space, click here.
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