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Data Quality Software

Data quality software supports companies in ensuring that their data quality is sufficient enough for the requirements of their business operations, analytics and upcoming initiatives.

Data quality is crucial because higher quality data contributes to better business decisions.

This is especially relevant today because of increased automation. Automated process rely only on data and algorithms to make decisions. Given that modern algorithms increasingly rely on data as well, importance of data quality is increasing.

To achieve data quality goals, data quality software needs to work closely with master data management, data integration and big data solutions of the company.

Data quality is achieved through roles, technology, processes and culture. Important areas in data quality where these software support companies include:

  • Data governance
  • Data quality measurement/analytics
  • Automated or guided data quality improvement (also called data cleaning/cleansing)

Challengers Specialists Leader s Contenders Market Presence Momentum
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Compare Data Quality Software
Results: 152

AIMultiple is data driven. Evaluate 152 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the imgicon to learn how it is calculated based on objective data.

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53.992120654459086
54.26384545082177
0.6060607113500381
57.70804827267987
0.0032751054066819047
51.54659748719497
top10
4star
Cloudingo
4.16
7
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Eliminate duplicates in Salesforce, improve data quality, and better manage your Salesforce org with Cloudingo.

1.9991077479048465
0.06945630127908661
0.012121445863751253
0
2.303088596772469
19.36597076753668
top10
Finalist
null
0
2
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9944563198805636
0.0001809926672113684
0
0
0.006033088907045614
19.94293426480073
DQmeter
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.988753827733017
0.0018018505115060324
0.05454571671614033
0
0.005515967000727418
19.87132162272661
Merge Purge
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.985585425486927
0.003401186562095665
0.10303044727682494
0
0.010342438126363908
19.825243575810408
Blazent
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Blazent is redefining the way enterprises and service providers gather, process and analyze their IT data.

1.9924181603651336
0.0005222931253813774
0
0
0.017409770846045915
19.919480965522904
Enlighten
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9999054505673317
0.00013962291470591276
0
0
0.004654097156863759
19.99779789944096
Satori Data Solutions Platform
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0963527176933847
0.000576484481540495
0.018181905572046776
0
0.001034243812636391
20.95833881659998
SFXOrgData
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

49.46856174597588
49.44717315019172
0.04242427085238908
52.601163523289685
0.026890339128546163
49.661059108033214
4star
RedPoint Data Management
4.35
4
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

RedPoint Data Management Solutions platform captures, cleanses, transforms, integrates, and persists keys to create and continuously update a golden record

62.78591402352122
63.37908862065128
0.29090890981126777
67.41495896026731
0.009997690188818444
57.44734264935073
5star
Siftrock
4.80
8
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Siftrock manages and mines marketing email replies & soft bounces to improve database hygiene & deliverability, surface human responses, and find sales opportunities

30.80458330372821
30.004871283271623
0
31.92001531900205
0.00189611365650005
38.00199148783755
5star
De-Duplication Tool
4.80
1
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Data Deduplication Tool allows you to automatically normalize the fields in order to increase chances of finding duplicate matches.

1.9028841262525973
0.05535272885229964
0
0
1.845090961743321
18.53066670285528
LexisNexis MemberPoint
null
0
1
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Keeping member data up-to-date can be simplified using a solution like MemberPoint.

16.16611564928564
14.841615332953648
0.29090890981126777
15.779657152362963
0.00034474793754546364
28.086618496273545
true
4star
QuerySurge Free trial available
3.87
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

QuerySurge is collaborative data testing software that finds bad data and provides a holistic view of your data's health

18.8390934161218
18.06681650331264
1.7575759576256784
19.163924707004117
0
25.789585631404265
top5 , top10
5star
OpenRefine
4.70
0
0
1%
= 200 reviews
= 100,000 employees
= 100,000 visitors

66.61772340287347
67.36021209314737
0.29090890981126777
71.65027921641843
0.007412080657227468
59.93532519040832
true
5star
Openprise Free trial available
4.91
9
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

The Openprise Data Orchestration Platform solves the garbage-in/garbage-out problem to make all your marketing and sales programs more successful.

1.9520010525826077
0.005890580527581505
0.1939394486898986
0
0.0024132355628182457
19.46699530107784
Hyperfish
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Hyperfish helps bring your company directory to life by ensuring directory and profile information is always complete and up-to-date.

1.999164464602052
0.0001818137912488657
0.006060459708295524
0
0
19.99000832189928
ClickToAddress
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Postcode lookup and address finder web service.

1.9917991514668032
0.0010565867303789194
0.012121445863751253
0
0.023098111815546062
19.90848223409462
DataMD
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9961339714658264
0.0001818137912488657
0.006060459708295524
0
0
19.959703390537022
AcaStat
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Data Analysis Simplified Inexpensive and easy-to-use data analysis tools designed for Mac and Windows. Line1Orange AcaStat.

11.28291652907754
9.673944334669224
0.012121445863751253
10.290289610937933
0.02361523372186426
25.76366627875237
4star
dbMonitor
4.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9998844395822937
0.0001706502290850045
0
0
0.00568834096950015
19.99730854376117
MaxDup OS
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

MaxDup OS identifies and eliminates duplicate or redundant data using revolutionary pattern recognition techniques.

2.037844798517802
0.001055749812926616
0.006060459708295524
0
0.02913120072259168
20.36894623686168
MasterDataOnline
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

63.93212350376509
64.80724128188439
0.6060607113500381
68.92453134100414
0
56.05606350069127
top10
5star
DemandTools
4.70
9
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

33.317434589965686
32.64758016220206
0.05454571671614033
34.72972743691551
0
39.34612443983829
5star
PeopleImport
4.50
1
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0029726077400327
0.002146055911220511
0
0
0.0715351970406837
20.010411574199345
Human Inference DataEntry
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.2837504165018285
0.007414478331142032
0.030302824988637823
0
0.2168464527160966
22.770773860038005
Talend Data Stewardship
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Easily control and improve data integrity across any data pipeline or data stores with a cloud-based collaborative app.

2.023059456398252
0.01804837565454252
0.006060459708295524
0
0.5955520621097885
20.06815918309164
ARIS Risk & Compliance Manager
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

92.04205603311684
94.04527564450154
1.4545456019506595
100
0.05464254810095599
74.01307953065437
top10
4star
InsideView
4.28
100
0
1%
= 200 reviews
= 100,000 employees
= 100,000 visitors

The InsideView targeting intelligence platform powers the world's business conversations

1.999164464602052
0.0001818137912488657
0.006060459708295524
0
0
19.99000832189928
WizRule
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

WizRule is an innovative data-auditing tool to improve data quality. WizRule automatically discovers all the rules, the norm, and errors, the exceptions, in the content of the data.

1.960875981838456
0.005166822746744618
0.15757563754580506
0
0.014651787345682205
19.56225841366385
iCEDQ
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Comprehensive Tool for ETL, BI, Database & Big Data testing.

1.860035649478575
0.07199453292165665
0.006060459708295524
0
2.3937573043469267
17.95240569849084
top10
SAS Data Quality Accelerator for Teradata
null
0
2
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

28.89690355293582
28.228615793150414
3.2727272095536137
29.92501436156443
0.030682566441546263
34.91149339100446
top5 , top10
5star
Trifacta
4.50
1
0
3%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.007050016139712
0.005455636111656961
0
0
0.18185453705523205
20.0213994363922
GBG Datacare
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Improve your customer and prospect data quality and accuracy with GBG Datacare.

1.9127783121203248
0.06589409781144275
2.181818139702409
0
0.014651787345682205
18.53473624090026
top5 , top10
HyperScience
null
0
0
2%
= 200 reviews
= 100,000 employees
= 100,000 visitors

HyperScience creates office automation products that streamline complex internal workflows and produce operational efficiencies to power better customer experiences

19.561822543389685
17.27069061331012
0.012121445863751253
18.348438549259257
0.7598244543502018
40.18200991410578
5star
Informatica Rev
4.50
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9924181603651336
0.0005222931253813774
0
0
0.017409770846045915
19.919480965522904
3star
i/Lytics Data Management
2.50
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9916812909682688
0.000576484481540495
0.018181905572046776
0
0.001034243812636391
19.911624549348826
uProc
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.854628325424047
0.0038955859960658127
0.012121445863751253
0
0.11773142067177585
18.511222980275875
Data Stewardship Platform
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

The Data Stewardship Platform (DSP)TM from BackOffice Associates enforces policies for data, and orchestrates processes and data management

32.164096487601235
31.43057114415042
0.05454571671614033
33.434932467539085
0.0032751054066819047
38.76582457865854
4star
DupeCatcher
4.10
1
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9028841262525973
0.05535272885229964
0
0
1.845090961743321
18.53066670285528
LexisNexis ProviderPoint
null
0
1
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Provider data from LexisNexis ProviderPoint.

40.604281068476325
40.28666222471987
0.4363636279404818
42.838420935925534
0.18185453705523205
43.4628506622844
5star
Loqate
4.50
2
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9164164133320205
0.0182231910930066
0.6060607113500381
0
0.0013789917501818546
19.000155413483142
top10
Easy View
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

49.35634137155319
49.46692409083032
0.7878787141761854
52.5988571745432
0.012066177814091228
48.36109689805893
top10
4star
RingLead
4.30
4
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Simplify and automate duplicate removal and prevention, data normalization, and data enhancement for account and contacts/leads.

1.9999824908458024
0.00002585609531590977
0
0
0.0008618698438636592
19.99959220360018
Acme Data DQ*Plus
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Data Quality software for Oracle E-Business Suite, Salesforce.com, Siebel, IBM DB2 and other software

11.86691256624741
10.277602570372409
0
10.933432711621553
0.005860714938272882
26.170702529122448
4star
Datactics Data Quality Suite
4.25
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Enabling banks to comply with financial regulations by measuring and improving data quality.

1.9912382240185071
0.002074479968373461
0.006060459708295524
0
0.06308887257081984
19.89371192046971
Infogix ACR
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Infogix ACR® provides your organization with accurate, consistent and reliable data integrity in high volume mainframe or host-based environments.

2.0007940472755923
0.000455067277560012
0
0
0.0151689092520004
20.00384486725788
AccuMail Verify
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

AccuMail Verify API gives you all the power of our real-time USPS CASS Certified address verification API for your services and applications.

28.93136941836553
28.12331571071947
0.2363637195422877
29.91065189271448
0.007067332719682005
36.203852787180125
4star
ReachForce
3.50
1
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

SmartSuite ensures your data is always campaign-ready by cleansing and enriching both existing and new B2B account and contact data in real-time.

27.71596177174422
26.754175043266603
0.012121445863751253
25.27001212754329
100
36.37204232804275
top5 , top10
4star
IBM InfoSphere Information Analyzer
3.80
1
100
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

IBM InfoSphere Information Analyzer, a component of Information Server evaluates data quality and structure within and across heterogeneous systems. It utilizes a reusable rules library and supports multi-level evaluations by rule record and pattern.

2.027913617639503
0.026687611779621177
0.030302824988637823
0
0.8592842343320681
20.03894767037844
TIBCO Foresight
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Looking for ways to work with and validate data? This is what TIBCO Foresight® was built for.

2.001502066404882
0.0007963677357300209
0
0
0.026545591191000695
20.007853354427247
5star
Ataccama Dashboard
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Calling on DQ Dashboard. It's a tremendous advantage to have a gauge on your data quality's present level, and in which direction it's heading.

54.76691220436654
54.49634144778371
0.012121445863751253
57.05755432509084
28.729224627413668
57.202049013612
top5 , top10
4star
Microsoft Data Quality Services
3.91
9
28
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

SQL Server Data Quality Services (DQS) is a knowledge-driven data quality product. DQS enables you to build a knowledge base and use it to perform a variety of critical data quality tasks, including correction, enrichment, standardization, and de-duplication of your data.

2.0148907561276928
0.005114335653486952
0
0
0.17047785511623176
20.102878540395544
Axtria DataMax
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Axtria DataMax TM is a cloud based data management platform that helps to rapidly on-board, manage, and govern new commercial data sources

2.000157940762254
0.0009006132410311575
0.006060459708295524
0
0.023959981659409723
19.99347388845326
5star
Uniserv Data Quality
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

8.964240389678219
7.254990304950347
0
7.717717208203448
0.011204307970227569
24.347491152229058
3star
Star DQ Pro
3.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0084867140588307
0.008248094405775218
0
0
0.27493648019250727
20.010634290936327
ASG Audit & Analytics Services
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.999164464602052
0.0001818137912488657
0.006060459708295524
0
0
19.99000832189928
MyDataQ
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

12.733919274617474
10.920582036934125
0.9696967170023328
11.576575812305173
0.3169957285730538
29.05395441376761
top10
5star
Apache Atlas
4.50
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.897497217444739
0.003147796827999749
0.10303044727682494
0
0.00189611365650005
28.946642002995397
CleanCRM
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2
0
0
0
0
20
ISO Professional Services Data Quality Management Tools for SAP
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

51.89825854063491
51.97857236988971
0.006060459708295524
55.29605564142156
0.0032751054066819047
51.17543407734172
5star
MIOvantage
4.82
4
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

MIOvantage data quality software provides real solutions to big data challenges with its industry-leading capabilities.

2.0029726077400327
0.002146055911220511
0
0
0.0715351970406837
20.010411574199345
Human Inference DataCleaner Cloud
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

34.68137624711461
34.04356018783633
0.006060459708295524
36.207585403871605
0.27493648019250727
40.42172078061919
4star
ASG Enterprise Data Intelligence
4.44
1
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Discovery and Understanding for Data Governance & Regulatory Compliance. ASG Data Intelligence (DI) supports data-related compliance, Data Governance initiatives and also improves reporting and analytics.

2.0000107423436853
0.0008565514349898178
0.0242423652803423
0
0.004309349219318296
19.992398460521944
XOR Data Exchange
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9028841262525973
0.05535272885229964
0
0
1.845090961743321
18.53066670285528
LexisNexis Business Data Enrichment Suite
null
0
1
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

The Business Data Enrichment Suite enables you to easily update customer records, fill in gaps and stay apprised of customer profile changes

2.0029726077400327
0.002146055911220511
0
0
0.0715351970406837
20.010411574199345
Human Inference DataHub
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9998914432439727
0.00016030779095864057
0
0
0.005343593031954686
19.997471662321104
Qbase Data Quality
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Accurate data means better marketing results and our data quality team will ensure your data is accurate, consistent and reliable.

2.0029726077400327
0.002146055911220511
0
0
0.0715351970406837
20.010411574199345
Human Inference DataCleaner
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2
0
0
0
0
20
BackOffice Associates (BOA)
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0666230202018205
0.002069095861301693
0.04242427085238908
0
0.026545591191000695
20.64760833926649
DQ Analyzer
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Ataccama Registration. Please fill in your details to enjoy full DQ Analyzer functionality and join 35,000+ active users worldwide.

25.990158131177395
24.97046626247196
0.0242423652803423
25.93501244668917
19.69424305419093
35.16738494952629
top10
4star
SAP Data Quality Management
3.90
1
19
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9955195936061991
0.0026437094133438016
0.08484854170477815
0
0.0032751054066819047
19.931402551341897
Ecodesk
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

We are data experts who make it easier, faster, more reliable and less expensive for any organisation to get the data they need

1.994151107055331
0.0012727281255716723
0.04242427085238908
0
0
19.930056517423164
DataCleaner
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

52.61564169820414
51.79960587489197
0.35757554594399915
55.070301994556544
0.7598244543502018
59.95996410801367
4star
Informatica Data Quality
3.67
10
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Optimize the data quality process and standards for your business with Informatica's integrated platform of data quality software and tools.

10.845734869990125
9.216639779240024
0.10303044727682494
9.775775130391034
0.8106747751381578
25.50759068674102
4star
ArcGIS Data Reviewer
3.80
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Part of the Esri Geospatial Cloud, ArcGIS Data Reviewer is an extension for ArcGIS Pro, ArcMap, and ArcGIS Enterprise designed to improve data quality.

47.60700590353145
47.50835007073979
0.0242423652803423
50.54002425508658
0
48.49490839865645
4star
SAS Data Quality
3.80
6
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

SAS Data Quality gives you a single interface to manage the entire data quality life cycle: profiling, standardizing, matching and monitoring.

37.22603432876629
36.69247158194774
0
39.0305612971766
0.12479875339145784
42.02809905013316
4star
Ab Initio
4.10
2
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

11.387697035083916
9.785874097653997
0.1939394486898986
9.775775130391034
19.69424305419093
25.8041034719532
top10
4star
SAP Information Steward
3.80
0
19
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Combine data profiling, data lineage, and metadata management to gain continuous insight into the integrity of your enterprise data model.

1.9941691697517177
0.0006050326303922886
0
0
0.020167754346409623
19.936246403843647
Trillium Refine
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.998150939349908
0.00006205462875818346
0
0
0.002068487625272782
19.980950901840256
Refine My Data
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.010694099759909
0.006407140419282441
0
0
0.2135713473094147
20.04927673382555
Rocket Mainstar FastAudit
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.99991945789069
0.00011893803845318494
0
0
0.003964601281772832
19.998124136560826
4star
DataMatch
4.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9582446050236308
0.004789323755132335
0.15757563754580506
0
0.002068487625272782
19.53934213644012
LEADR
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

12.443811974559829
10.884001947527096
0.06666663613273138
11.576575812305173
0.0006894958750909273
26.48210221785441
5star
EmailOversight
4.50
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

We offer the ultimate solution for Email Validation, Email Verification, that enable you to take your email campaign to the next level.

59.96666247666793
60.38720098708006
0.012121445863751253
64.24131632308952
0
56.18181588295874
4star
Melissa Data Quality
4.30
10
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

For 30+ years, Melissa has been helping companies all over the world with solutions to improve the quality of data for a meaningful return on investment.

2.000318816232067
0.00012410925751636691
0
0
0.004136975250545564
20.002071179003018
DOTS – Lead Validation
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

54.31718952162712
54.57353994317899
0.35757554594399915
57.41700572890952
19.69424305419093
52.010035727660224
top10
4star
SAP Data Services
3.81
10
19
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Unlock meaning from all of your organization's data - structured or unstructured - with SAP Data Services software.

2.001502066404882
0.0007963677357300209
0
0
0.026545591191000695
20.007853354427247
DQ Issue Tracker
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Many companies that view data quality as a vital piece of their data management use data quality tools to validate and improve the data.

2.0000799754639638
0.00020249866750159356
0.006060459708295524
0
0.0006894958750909273
19.99897726663212
Email YoYo
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

At Email Checker we provide a full range of email checking and email verification services built up on our market leading batch and API service.

1.9945430667779624
0.0007479558346629967
0.0242423652803423
0
0.0006894958750909273
19.938699065267656
Dedupely
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

In minutes, Dedupely finds 1000s of duplicate contacts lurking in your CRM. Merge in bulk. Merge common duplicates automatically.

1.9028841262525973
0.05535272885229964
0
0
1.845090961743321
18.53066670285528
LexisNexis Provider Data Enhancements
null
0
1
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

37.19153934954508
36.82199496418225
0.4363636279404818
39.15840856951493
0
40.51743881781047
4star
SAS Enterprise Miner
4.40
2
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Use powerful data mining software, SAS Enterprise Miner, to create accurate predictive and descriptive models for large volumes of data.

2
0
0
0
0
20
Data Ladder
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.989574048337899
0.005911265403834232
0.1939394486898986
0
0.003102731437909173
19.84253909474448
MCMP
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.999451997871827
0.00026455329625977696
0.006060459708295524
0
0.002757983500363709
19.99213899905193
DQ Match
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.287928166071085
0.006505393581482897
0
0
0.2168464527160966
22.820733118477506
4star
Talend Data Preparation
4.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

52.74420824427872
53.90758215466952
0.0242423652803423
56.36210011184295
30.882692619291408
42.273843050761485
top5 , top10
4star
Oracle Data Quality
3.74
10
30
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Oracle Enterprise Data Quality.

2.0037908435596603
0.0008480799263618406
0
0
0.02826933087872802
20.030275716259343
BizProspex
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Bizprospex is a leading data mining company specializing in Tech append, CRM append and CRM cleaning.

44.57973632566358
44.27062946077607
0.012121445863751253
47.0940139906628
0.06308887257081984
47.36169810965114
3star
Winshuttle Foundation
2.78
17
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Automate your SAP processes, significantly reducing time-to-value and lowering the total cost of ownership using Winshuttle Foundation.

2.164953689386847
0.002679299710757164
0.04242427085238908
0
0.04688571950618305
21.62542319647165
3star
Experian Pandora
3.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.033804894254037
0.0011600111116425586
0.012121445863751253
0
0.026545591191000695
20.32760884253559
DQ Dashboard
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Calling on DQ Dashboard. It's a tremendous advantage to have a gauge on your data quality's present level, and in which direction it's heading.

59.0478959100828
59.42489157300291
0
63.21796975851374
0
55.65493494380174
true
4star
Melissa Listware Free trial available
4.40
8
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Melissa's Listware is the all-in-one data quality tool designed to stop bad data in its tracks.

39.94115561412789
39.2591307815765
0.10303044727682494
41.75482390912416
0.2168464527160966
46.079379107090325
4star
Talend Data Quality
3.54
4
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

40.54894382880609
40.155193916470616
0
42.71826389401628
0.0008618698438636592
44.09269303982536
5star
Insycle
4.80
2
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Insycle offers task-oriented modules for the most common cleansing operations, ready to use without data prep work, making it significantly easier and faster to cleanse data

1.9012129828771849
0.05571637222821218
0.012121445863751253
0
1.845090961743321
18.51068247871794
Agile Data Management
null
0
1
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.5992018591209063
0.013538251507410356
0
0
0.4512750502470119
25.870174327642367
4star
Veeva Quality Suite
4.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Seamlessly manage your quality processes and content with the Vault Quality suite of applications.

1.9998914432439727
0.00016030779095864057
0
0
0.005343593031954686
19.997471662321104
3star
Info CheckPoint Data Quality
3.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

4.880000000000001
3
0
0
100
21.8
top5 , top10
IBM Infosphere Quality Stage
null
0
100
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

57.71924690119119
58.08418819131217
0.006060459708295524
61.781197718547496
0.322684069542554
54.43477529010237
4star
Information Builders Omni-Gen/iWay
4.30
8
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.00259763033422
0.000259382077196595
0.006060459708295524
0
0.002585609531590977
20.023641864647427
5star
Datiris Profiler
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Intuitive data profiling tool to automate data analysis and find data quality issues.

2
0
0
0
0
20
Nmondal Solutions Datamartist
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.004332672332179
0.06963811507033549
0.018181905572046776
0
2.303088596772469
19.416583687688767
top10
Code-1 Plus
null
0
2
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Pitney Bowes Code1 Plus can reduce costs, increase response rates and boost customer satisfaction with a powerful CASS Certified address quality solution.

36.94071881189457
36.412364817376414
0.05454571671614033
38.73481749561163
0
41.69590476255797
4star
DupeBlocker
4.20
2
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.996361409824089
0.000036198533442273686
0
0
0.0012066177814091228
19.963288311439907
360science mDesktop
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Use mDesktop on your toughest data quality challenge - cleanse, match, merge, validate and enrich data at the touch of a button.

12.08027994086197
10.39967947675567
0.018181905572046776
11.062061331758276
0.026545591191000695
27.20568411781868
4star
Ataccama One
4.30
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0332415588253467
0.0010100457588102815
0.012121445863751253
0
0.02154674609659148
20.323325176424177
DataFuse
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

41.335409749124494
41.9930599561461
5.999999884181625
44.47389177404018
0.2533897340959158
35.416557885930025
top5 , top10
4star
Logstash
4.00
3
0
5%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Logstash is an open source, server-side data processing pipeline that ingests data from a multitude of sources simultaneously, transforms it, and then sends it to your favorite tool (Ours is Elasticsearch, naturally.)

1.99991945789069
0.00011893803845318494
0
0
0.003964601281772832
19.998124136560826
ProductMatch
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Intuitively make sense of complex, unstructured product data with advanced contextual recognition and machine learning capabilities. With ProductMatch, automating product data standardization, attribute extraction, and classification is easy.

2.77017351258283
0.017401152147607273
0
0
0.5800384049202425
27.545124756499835
Data cleaning
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9982132962068813
0.000534293604997542
0.012121445863751253
0
0.00568834096950015
19.97732431962384
5star
Anchor Computer Software
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9941691697517177
0.0006050326303922886
0
0
0.020167754346409623
19.936246403843647
Trillium Cloud
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

59.21162874251972
59.5965869595507
0.006060459708295524
63.40037599315832
0.0017237396877273184
55.747004789240926
5star
WinPure Clean & Match
4.60
7
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9998424176122196
0.00023270485784318795
0
0
0.007756828594772932
19.996329832401603
DataDoctor
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

24.80746806508796
23.822904057793863
0
25.27001212754329
2.303088596772469
33.66854413073483
top10
4star
Pitney Bowes Spectrum Technology
3.80
1
2
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

59.32827266700224
59.79270827055158
0.4363636279404818
60.40384825714188
100
55.14835223505822
top5 , top10
4star
IBM InfoSphere Information Server
4.08
9
100
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

InfoSphere Information Server provides massively parallel processing (MPP) capabilities to deliver a highly scalable and flexible integration platform that handles all data volumes, big and small. What's new in IBM InfoSphere® Information Server 11.7.

1.9924181603651336
0.0005222931253813774
0
0
0.017409770846045915
19.919480965522904
i/Lytics Data Cleanse
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

66.86535707750298
67.56551413058735
100
68.68548486969914
0.03861176900509193
60.56394359974359
top5 , top10
5star
Integrate
4.52
11
0
100%
= 200 reviews
= 100,000 employees
= 100,000 visitors

The leader in demand orchestration, Integrate's enterprise solution unifies top of funnel demand generation to scale pipeline and accelerate revenue impact.

15.902503829066086
14.188355133931688
0.018181905572046776
15.086493918279832
0.2168464527160966
31.329842085275672
4star
Talend Open Studio for Data Quality
3.70
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Open Studio for Data Quality profiles your data and provides a graphical drill-down of the details.

1.9969280187414185
0.0006368810688088776
0.006060459708295524
0
0.0151689092520004
19.963548257794905
5star
AccuMail Frameworks
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Fully certified by the USPS®, AccuMail frameworks validates, corrects and standardizes addresses at point of entry and in batch mode.

2.000287533269775
0.00008273950501091127
0
0
0.002757983500363709
20.002130677152653
Perfect & Merge
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9028841262525973
0.05535272885229964
0
0
1.845090961743321
18.53066670285528
Patient Data Masterfile
null
0
1
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Poor quality patient data creates operational waste, increases patient safety risks, limits outreach efforts and stifles care coordination.

13.240534075399328
11.609139936049166
0.05454571671614033
12.348347533125516
0.00189611365650005
27.92308132955077
5star
ActivePrime
4.80
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

ActivePrime provides tools for smarter CRM searching and cleaner CRM data. If customer data quality is a challenge, learn how our tools can help.

1.994116088746936
0.001324440316203492
0.04242427085238908
0
0.0017237396877273184
19.929240924623524
Winpure
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.002211369377528
0.002426122864669834
0.006060459708295524
0
0.07481030244736561
20.000278587993247
5star
Stellar Phoenix Recovery for QuickBooks
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

13.608362191999896
12.09111097772832
0
12.862862013672412
0.0006894958750909273
27.26362312044408
5star
Email Validation
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.981446578694046
0.0008151816824843621
0.0242423652803423
0
0.002930357469136441
19.8071291517981
DeltaXML
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Compare, identify, represent, merge and output changes in your content with our XML differencing and comparison tool to support management of change.

1.99910143164694
0.0002748957343861409
0.006060459708295524
0
0.003102731437909173
19.988540254859927
QIWare
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

QIWare is an agile analytics solution that delivers a complete suite of capabilities to support end-to-end data mining cycle.

2.0012421478345512
0.00015513657189545862
0
0
0.005171219063181954
20.01102524919845
Aryson SQL Database Recovery Software
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Aryson SQL Database Recovery tool repair or restore corrupt database MDF & NDF files of SQL

11.197564817781158
9.683697753822177
0.35757554594399915
10.290289610937933
0.0032751054066819047
24.822368393412017
4star
AccuZIP
4.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

AccuZIP Postal Software and Data Cleansing For Direct Mail Marketing.

1.8930932322954084
0.005916436622897415
0.1939394486898986
0
0.0032751054066819047
18.877684393348005
Naveego
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

A next-generation, hybrid and multi-cloud data accuracy platform that proactively manages, detects and eliminates data accuracy issues across all of your organization

48.69919267443551
48.6534098573107
0.10303044727682494
51.75565845094936
0
49.11123802855877
4star
SAS Data Management
4.10
5
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Integrate, cleanse, migrate and improve data across platforms to produce consistent, accurate and reliable information with SAS Data Management software.

21.10152560573011
19.82972503064053
0.006060459708295524
21.095093702422755
0.005171219063181954
32.5477307815363
4star
MS Access Database Recovery software
4.10
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.00031490586178
0.00011893803845318494
0
0
0.003964601281772832
20.002078616271724
USPS & International Address Validation Services
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9997583736720692
0.00035681411535955486
0
0
0.011893803845318495
19.99437240968246
Egon
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0320913672087597
0.02577852702996204
0
0
0.8592842343320681
20.08890692881793
TIBCO Clarity
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9997793846571064
0.0003257868009804631
0
0
0.010859560032682104
19.99486176536224
ERAM
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.000287533269775
0.00008273950501091127
0
0
0.002757983500363709
20.002130677152653
DQ Components API
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

DQ Components API provides a set of Data Quality improvement functions to ensure the quality and structure of your data is constantly improved & maintained.

2.0010911693441744
0.0006472235069352416
0.006060459708295524
0
0.015513657189545864
20.005086681879323
5star
Cleanup Suite
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.000643376965844
0.0005533204397604691
0
0
0.018444014658682305
20.001453885700588
IrionDQ
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.033804894254037
0.0011600111116425586
0.012121445863751253
0
0.026545591191000695
20.32760884253559
Data Quality Center
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

41.68887325973317
41.34383131145514
0.006060459708295524
43.982479318750464
0.003964601281772832
44.79425079423537
4star
DataMatch Enterprise
4.10
3
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Unparalleled Matching Accuracy and Speed For Enterprise Level Data Cleansing

1.9999894945074812
0.000015513657189545864
0
0
0.0005171219063181955
19.99975532216011
Regit for Business
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Popularity

Searches with brand name

These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, data quality software is less concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 78% (0% less than average) of search queries in this area.

Web Traffic

Data quality software is a highly concentrated solution category in terms of web traffic. Top 3 companies receive 87% (9% more than average solution category) of the online visitors on data quality software company websites.

Satisfaction

Data quality software is less concentrated than average in terms of user reviews. Top 3 companies receive 40% (18% less than average solution category) of the reviews on data quality software company websites. Product satisfaction tends to be higher for more popular data quality software products. Average rating for top 3 products is 4.6 vs 4.2 for average data quality software product review.

Challengers Specialists Leader s Contenders Average Review Score Number of Reviews

Maturity

Number of Employees

Median number of employees that provide data quality software is 112 which is 52 more than the median number of employees for the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 120 companies (72 more than average solution category) with >10 employees are offering data quality software. Top 3 products are developed by companies with a total of 501-1,000 employees. However, all of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.

IBM
Oracle
Microsoft
SAP

Learn More About Data Quality Software

What are the benefits of data quality software?

The earlier data quality issues are identified, the easier it is to resolve them. This is because once data is inserted into systems;

  • relationships between different data points become formed. Therefore removing a data point can break existing relationships and lead to unforeseen data quality issues.
  • strategic and operational decisions are made based on available data. Issues in data quality impact quality of business decisions and ultimately impact a company's success

Data quality systems allow companies to detect and resolve data quality issues before those changes in data are implemented, reducing cost of data quality issues

What are the use cases for data quality software?

Data quality is important for any business process, function or industry that relies on automated decision making systems. Nearly all modern businesses rely on automated decision making systems and data quality software is therefore relevant for almost all modern businesses.

For example, credit scoring and trading systems in finance and recommendation engines in e-commerce are automated decision making systems that are as good as the underlying data.

How does data quality software work?

Data quality issues arise due to improperly formatted, incomplete, incorrect or obsolete data. Data issues arise at the point of observation (e.g. due to faulty hardware), during data communication (e.g. due to issues in the communication channel) or during storage (e.g.overwriting correct data)

Data quality issues can be identified by data quality software as it analyzes existing data, compares data across different tables, databases and systems and compares private data against publicly available data.

Data quality software aims to resolve data quality issues by deleting, modifying or appending records. These can either be done automatically or issues can be highlighted to technical or business personnel.

What is data quality software?

Data quality software supports companies to measure and improve quality of their data. By acting as a single source of information regarding data quality, these software focus the organization on resolving critical data quality issues