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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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54.518978482690216
54.548693968047
10.10101128552415
57.70804827267987
0.0032751054066819047
54.25153911447918
top10
4star
Cloudingo
4.16
7
0
10%
= 200 reviews
= 100,000 employees
= 100,000 visitors

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

1.969681900848459
0.07818360117079737
0.30303144225410966
0
2.303088596772469
18.99316659794741
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

2.0402678406933386
0.02743820534210558
0.9090908777361252
0
0.005515967000727418
20.155734558854437
Merge Purge
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.020669051870001
0.0518253768951553
1.7171701250454796
0
0.010342438126363908
19.74026212664361
Blazent
null
0
0
1%
= 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

1.9028906383205464
0.003061376227182225
0.10101163042677112
0
0.001034243812636391
19.00135399716082
SFXOrgData
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

49.11155368138451
49.4610519596886
0.5050512540814482
52.601163523289685
0.026890339128546163
45.96606917664775
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

63.01315620808079
63.51581592828497
4.848485830934736
67.41495896026731
0.009997690188818444
58.48921872624312
5star
Siftrock
4.80
8
0
4%
= 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.

16.518559821650058
15.011675961274255
5.959596520498201
15.779657152362963
0.00034474793754546364
30.080514565032253
true
4star
QuerySurge Free trial available
3.87
0
0
5%
= 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

21.008755108286827
19.104998381338003
36.36363855847122
19.163924707004117
0
38.14256565082623
top5 , top10
5star
OpenRefine
4.70
0
0
36%
= 200 reviews
= 100,000 employees
= 100,000 visitors

66.9163375926903
67.49693940078107
4.848485830934736
71.65027921641843
0.007412080657227468
61.69092131987328
true
5star
Openprise Free trial available
4.91
9
0
4%
= 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.

2.325667372193811
0.11825424566284289
3.939394953198611
0
0.0024132355628182457
22.192385510972525
Hyperfish
null
0
0
3%
= 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.

2.003898715363871
0.0030303489128031334
0.10101163042677112
0
0
20.01171401342349
ClickToAddress
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Postcode lookup and address finder web service.

2.028484380129773
0.012814132064106696
0.4040396236546772
0
0.023098111815546062
20.169516612720773
DataMD
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0122502570060696
0.0060605943548201575
0.20201981182733855
0
0
20.067957220867317
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.

11.308518728103872
9.682671634560934
0.30303144225410966
10.290289610937933
0.02361523372186426
25.94114256999031
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.

2.05021068130333
0.0008739360216777503
0
0
0.02913120072259168
20.4942413888382
MasterDataOnline
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

64.19749708212213
64.78905946054388
0
68.92453134100414
0
58.87343567632633
5star
DemandTools
4.70
9
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

33.34010603907255
32.64594379070058
0
34.72972743691551
0
39.58756627442035
5star
PeopleImport
4.50
1
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.003250616295321
0.002146055911220511
0
0
0.0715351970406837
20.013191659752223
Human Inference DataEntry
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.3932509264328683
0.021656931203926345
0.5050512540814482
0
0.2168464527160966
23.737596883493342
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.

1.9589885555689857
0.017866561863293655
0
0
0.5955520621097885
19.429086498920213
ARIS Risk & Compliance Manager
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

93.17857644981672
94.72891204761244
24.24242570564748
100
0.05464254810095599
79.22555606965496
top5 , top10
4star
InsideView
4.28
100
0
24%
= 200 reviews
= 100,000 employees
= 100,000 visitors

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

2.003898715363871
0.0030303489128031334
0.10101163042677112
0
0
20.01171401342349
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.

2.192444901411335
0.0974092702390652
3.2323238872898243
0
0.014651787345682205
21.04776558196176
iCEDQ
null
0
0
3%
= 200 reviews
= 100,000 employees
= 100,000 visitors

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

1.6673909051876348
0.07181271913040779
0
0
2.3937573043469267
16.027594579702676
top10
SAS Data Quality Accelerator for Teradata
null
0
2
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

29.00433295987574
28.12951349987056
0
29.92501436156443
0
36.87770809992234
5star
Trifacta
4.50
1
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.007602321166574
0.005455636111656961
0
0
0.18185453705523205
20.02692248666083
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.

3.844870264740147
0.8792274940726572
29.29293134840956
0
0.014651787345682205
30.535655200747552
top5 , top10
HyperScience
null
0
0
29%
= 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

18.137786586255714
17.256623179571324
0.30303144225410966
18.348438549259257
0
26.06825724641524
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

2.028714432120271
0.01518256493682254
0.5050512540814482
0
0.001034243812636391
20.150501236771305
uProc
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.8262242129387625
0.006562291532956409
0.10101163042677112
0
0.11773142067177585
18.20318150559101
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

32.21561050056155
31.45620749898102
0.9090908777361252
33.434932467539085
0.0032751054066819047
39.05023751478636
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.

41.15053670576236
40.49175312653833
7.272727021889002
42.838420935925534
0.18185453705523205
47.07958891877861
top10
5star
Loqate
4.50
2
0
7%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.999971985353284
0.00004136975250545564
0
0
0.0013789917501818546
19.999347525760285
Easy View
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

49.70028635120542
49.83722708676384
13.131311911960433
52.5988571745432
0.012066177814091228
48.46781973117967
top10
4star
RingLead
4.30
4
0
13%
= 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

11.867038743063889
10.277602570372409
0
10.933432711621553
0.005860714938272882
26.171964297287207
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.

2.0029015501594007
0.007953260531944752
0.20201981182733855
0
0.06308887257081984
19.957436156806505
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.

2.000902881656657
0.000455067277560012
0
0
0.0151689092520004
20.004933211068533
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.

29.08800871866214
28.26167937406124
4.848485830934736
29.91065189271448
0.007067332719682005
36.52497282007023
4star
ReachForce
3.50
1
0
4%
= 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.

27.200853452949247
26.75684174880349
0.10101163042677112
25.27001212754329
100
31.196958790261043
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.

1.6774458648240211
0.04093006465240549
0.5050512540814482
0
0.8592842343320681
16.40608806636856
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.

2.0017268006036613
0.0007963677357300209
0
0
0.026545591191000695
20.01010069641504
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.

54.866017065030526
54.4990081533206
0.10101163042677112
57.05755432509084
28.729224627413668
58.16909727041983
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.

2.0179319877623865
0.005114335653486952
0
0
0.17047785511623176
20.13329085674248
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

2.004984646938361
0.003749148362585425
0.10101163042677112
0
0.023959981659409723
20.016104134120347
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

2.008659950540097
0.008248094405775218
0
0
0.27493648019250727
20.012366655748995
ASG Audit & Analytics Services
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.003898715363871
0.0030303489128031334
0.10101163042677112
0
0
20.01171401342349
MyDataQ
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

13.204078386494892
11.36682974318955
16.16161598742292
11.576575812305173
0
29.73931617624297
top5 , top10
5star
Apache Atlas
4.50
0
0
16%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.999961479860765
0.00005688340969500149
0
0
0.00189611365650005
19.999102847920398
CleanCRM
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.600569976184345
0.5908272916257279
0
0
19.69424305419093
20.688254137211896
top10
Data Quality Management in SAP
null
0
19
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

51.902992791396734
51.98142090501126
0.10101163042677112
55.29605564142156
0.0032751054066819047
51.19713976886592
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.

2.003250616295321
0.002146055911220511
0
0
0.0715351970406837
20.013191659752223
Human Inference DataCleaner Cloud
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

34.6862837343577
34.046408722957885
0.10101163042677112
36.207585403871605
0.27493648019250727
40.44515883695605
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.

1.066252291585616
0.009220223744202838
0.30303144225410966
0
0.004309349219318296
10.579540902158335
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

2.003250616295321
0.002146055911220511
0
0
0.0715351970406837
20.013191659752223
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.

2.003250616295321
0.002146055911220511
0
0
0.0715351970406837
20.013191659752223
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

1.741931921052217
0.012917556445370336
0.4040396236546772
0
0.026545591191000695
17.303061202513838
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.

26.028271630104104
24.984890529135992
0.5050512540814482
25.93501244668917
19.69424305419093
35.418701538817096
top10
4star
SAP Data Quality Management
3.90
1
19
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.9586960406661504
0.03343157384910437
1.111110689563464
0
0.0032751054066819047
19.28607624201956
Ecodesk
null
0
0
1%
= 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

2.036196679033519
0.021212131977263605
0.7070710659087869
0
0
20.17105760253982
DataCleaner
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

52.034033302760896
51.98426568553982
7.272727021889002
55.070301994556544
0
52.48194185775064
top10
4star
Informatica Data Quality
3.67
10
0
7%
= 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.

10.920568689761073
9.255973129776244
1.4141421318175738
9.775775130391034
0.8106747751381578
25.90192872962453
4star
ArcGIS Data Reviewer
3.80
0
0
1%
= 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.

47.44461682398401
47.516713743049
0.30303144225410966
50.54002425508658
0
46.79574455239908
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.

37.22641874424377
36.69247158194774
0
39.0305612971766
0.12479875339145784
42.031943204908
4star
Ab Initio
4.10
2
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

11.515815157800183
9.877025630811994
3.2323238872898243
9.775775130391034
19.69424305419093
26.2649209006939
top10
4star
SAP Information Steward
3.80
0
19
3%
= 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

2.0120784368736837
0.006407140419282441
0
0
0.2135713473094147
20.06312010496329
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

2.1496263318987263
0.09703177124745292
3.2323238872898243
0
0.002068487625272782
20.622977377760183
LEADR
null
0
0
3%
= 200 reviews
= 100,000 employees
= 100,000 visitors

12.49100386192975
10.9092746747752
0.9090908777361252
11.576575812305173
0.0006894958750909273
26.726566546320704
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.

59.99196593377606
60.39592828697177
0.30303144225410966
64.24131632308952
0
56.35630475501466
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.

2.000379656546825
0.00012410925751636691
0
0
0.004136975250545564
20.00267958215061
DOTS – Lead Validation
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

54.69437919227831
54.78099448745734
7.272727021889002
57.41700572890952
19.69424305419093
53.91484153566703
top10
top10
4star
SAP Data Services
3.81
10
19
7%
= 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.

2.0017268006036613
0.0007963677357300209
0
0
0.026545591191000695
20.01010069641504
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.

2.0050871338562577
0.0030510337890558613
0.10101163042677112
0
0.0006894958750909273
20.023412034461074
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.

2.0206817290696986
0.015172222498696175
0.5050512540814482
0
0.0006894958750909273
20.07026728820872
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

36.62745701815337
37.11193439390976
10.10101128552415
39.15840856951493
0
32.26716063634586
top10
4star
SAS Enterprise Miner
4.40
2
0
10%
= 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

2.045191417329063
0.07888091202658543
2.626261002781605
0
0.003102731437909173
19.74198596505136
MCMP
null
0
0
2%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.004249658198095
0.0031130884178140446
0.10101163042677112
0
0.002757983500363709
20.014478786220625
DQ Match
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.3737576158555567
0.006505393581482897
0
0
0.2168464527160966
23.67902761632222
4star
Talend Data Preparation
4.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

52.78343318123961
53.92200642133356
0.5050512540814482
56.36210011184295
30.882692619291408
42.53627402039404
top5 , top10
4star
Oracle Data Quality
3.74
10
30
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

Oracle Enterprise Data Quality.

2.0046978468346275
0.0008480799263618406
0
0
0.02826933087872802
20.039345749009016
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.

44.54076580411577
44.27632641175497
0.20201981182733855
47.0940139906628
0.06308887257081984
46.920720335363
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.

1.5849476059498857
0.01049751485280878
0.30303144225410966
0
0.04688571950618305
15.754998425823578
3star
Experian Pandora
3.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.904638449909244
0.003826716648533154
0.10101163042677112
0
0.026545591191000695
19.01194404925564
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.

40.135182536001295
39.31967626408999
2.1212131977263606
41.75482390912416
0.2168464527160966
47.474738983203096
4star
Talend Data Quality
3.54
4
0
2%
= 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

1.910681423859318
0.06141332320711979
0.20201981182733855
0
1.845090961743321
18.5540943297291
Agile Data Management
null
0
1
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.7778199032669697
0.013538251507410356
0
0
0.4512750502470119
27.656354769103
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

57.52893076328562
58.09006697187574
0.20201981182733855
61.781197718547496
0.322684069542554
52.478704885974494
4star
Information Builders Omni-Gen/iWay
4.30
8
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0083552847103205
0.0031079171987508625
0.10101163042677112
0
0.002585609531590977
20.055581592314446
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

2.003809121192899
0.06909265790317408
0
0
2.303088596772469
19.41625729080042
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.

36.99718451143741
36.44406176656184
1.111110689563464
38.73481749561163
0
41.97528921531756
4star
DupeBlocker
4.20
2
0
1%
= 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.

11.98413094638233
10.399134019588509
0
11.062061331758276
0.026545591191000695
26.249103287526708
4star
Ataccama One
4.30
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0049343979413097
0.0036767512957008777
0.10101163042677112
0
0.02154674609659148
20.016253217751785
DataFuse
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

45.049335199531605
44.813059959620645
100
44.47389177404018
0.2533897340959158
47.17581235873018
top5 , top10
4star
Logstash
4.00
3
0
100%
= 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.

2.9997570567201497
0.017401152147607273
0
0
0.5800384049202425
29.840960197873027
Data cleaning
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.8057022731425476
0.006231244583905162
0.20201981182733855
0
0.00568834096950015
18.000941530170326
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

59.216362993281535
59.59943549467225
0.10101163042677112
63.40037599315832
0.0017237396877273184
55.76871048076513
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
4star
Pitney Bowes Spectrum Technology
3.80
1
2
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

59.669135913570855
59.99779917237004
7.272727021889002
60.40384825714188
100
56.71116658437819
top10
top5 , top10
4star
IBM InfoSphere Information Server
4.08
9
100
7%
= 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

63.9861077152776
64.56551413058735
0
68.68548486969914
0.03861176900509193
58.77144997748988
5star
Integrate
4.52
11
0
0%
= 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.

15.92219701459958
14.193870271119346
0.20201981182733855
15.086493918279832
0.2168464527160966
31.47713770592169
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.

2.0087001792633776
0.00651566163238017
0.20201981182733855
0
0.0151689092520004
20.02836083794235
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.

2.0003509428342245
0.00008273950501091127
0
0
0.002757983500363709
20.002764772797143
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.

13.143110293753232
11.60750356454768
0
12.348347533125516
0.00189611365650005
26.963570856603187
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.

1.9999649816916043
0.00005171219063181955
0
0
0.0017237396877273184
19.99918440720036
Winpure
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

1.906230460668332
0.005274657986224102
0.10101163042677112
0
0.07481030244736561
19.014832684807303
5star
Stellar Phoenix Recovery for QuickBooks
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

13.607446681137985
12.091090292852067
0
12.862862013672412
0
27.25465417571124
5star
Email Validation
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.0528405163654533
0.02736063705615785
0.9090908777361252
0
0.002930357469136441
20.282159430149115
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.

2.0082887938588967
0.003123430855940409
0.10101163042677112
0
0.003102731437909173
20.054777060885502
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.

2.0015752534673625
0.00015513657189545862
0
0
0.005171219063181954
20.014356305526565
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

11.624911838259916
9.891152298100526
7.272727021889002
10.290289610937933
0.0032751054066819047
27.22874769969444
top10
4star
AccuZIP
4.00
0
0
7%
= 200 reviews
= 100,000 employees
= 100,000 visitors

AccuZIP Postal Software and Data Cleansing For Direct Mail Marketing.

2.445889704792454
0.1788861487771465
5.959596520498201
0
0.0032751054066819047
22.84892170893022
Naveego
null
0
0
5%
= 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

48.245031439672985
48.69274320784693
1.4141421318175738
51.75565845094936
0
44.21562552610752
4star
SAS Data Management
4.10
5
0
1%
= 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.

20.90921396707198
19.829543216849284
0
21.095093702422755
0.005171219063181954
30.626250719076253
4star
MS Access Database Recovery software
4.10
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.00037606733275
0.00011893803845318494
0
0
0.003964601281772832
20.002690230981425
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

2.034329095069882
0.02577852702996204
0
0
0.8592842343320681
20.11128420742916
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

2.0003509428342245
0.00008273950501091127
0
0
0.002757983500363709
20.002764772797143
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.

2.006276352493786
0.003495758628489509
0.10101163042677112
0
0.015513657189545864
20.031301697281453
5star
Cleanup Suite
5.00
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.000677561315064
0.0005533204397604691
0
0
0.018444014658682305
20.0017957291928
IrionDQ
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

2.005625515967532
0.003826716648533154
0.10101163042677112
0
0.026545591191000695
20.02181470983852
Data Quality Center
null
0
0
0%
= 200 reviews
= 100,000 employees
= 100,000 visitors

41.69360751049498
41.34667984657669
0.10101163042677112
43.982479318750464
0.003964601281772832
44.81595648575957
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 50% (20% less than average) of search queries in this area.

Web Traffic

Data quality software is a less concentrated than average solution category in terms of web traffic. Top 3 companies receive 48% (21% less 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% (19% 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 104 which is 60 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. 117 companies (68 more than average solution category) with >10 employees are offering data quality software. Top 3 products are developed by companies with a total of 101-500 employees. However, 2 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