Top Master Data Management Brands by AI Memory Score

Ranked by AI Visibility Score across 10 AI platforms

MDM platforms

58 brands measured using consensus sampling methodology

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Category Monster Rankings

Brands that own AI recommendations in Master Data Management

🏆
Category Monster
IBM Analytics
IBM.com
87%
AI Visibility Score
3/10 models
Category Monster rankings based on AI Visibility Score • week_2025_50
Rank
Brand
AI Memory Score
Model Coverage
Consensus
1
IBM Analytics
IBM.com
87%
3/10
75%
2
Verato
verato.com
86%
6/10
84%
3
Stibo Systems
stibo.com
86%
7/10
84%
4
Master Data Works
masterdataworks.com
85%
6/10
68%
5
Informatica
informatica.com
80%
10/10
77%
6
CluedIn
cluedin.com
80%
5/10
61%
7
Master Data Management Inc.
mdm.com
80%
5/10
68%
8
SAP
sap.com
79%
10/10
81%
9
IBM
ibm.com
77%
10/10
81%
10
SAP (SAP Leonardo IoT)
sAP.com
76%
5/10
67%
11
DataMatch
datamatch.com
73%
6/10
91%
12
Informatica
informaticacloud.com
72%
8/10
82%
13
Orchestra Networks
orchestranetworks.com
72%
6/10
46%
14
GoldenSource
goldensource.com
72%
6/10
76%
15
Oracle
oracle.com
71%
10/10
85%
16
Verdantis
verdantis.com
71%
4/10
59%
17
DQS
dq.com
69%
5/10
89%
18
Master Data Management Solutions
mdmsolutions.com
68%
3/10
68%
19
Master Data Management Group
mdmgroup.com
68%
4/10
60%
20
ChainSys
chainsys.com
68%
3/10
70%
21
DataResolve
dataresolve.com
67%
3/10
91%
22
Data Quality First
dataqualityfirst.com
67%
5/10
77%
23
Tamr
tamr.com
66%
8/10
66%
24
K2View
k2view.com
65%
3/10
84%
25
Reltio
reltio.com
64%
10/10
66%
26
BackOffice Associates
boaworld.com
64%
5/10
83%
27
Master Data Management Services
mdmservices.com
64%
3/10
58%
28
Microsoft
Microsoft.com
63%
9/10
77%
29
Talend
talend.com
63%
9/10
85%
30
Profisee
profisee.com
63%
9/10
59%
31
Magnitude Software
masterdataonline.com
63%
3/10
81%
32
DQ Global
dqglobal.com
63%
3/10
81%
33
Syniti
syniti.com
62%
8/10
65%
34
Stibo Systems
stibosystems.com
62%
10/10
63%
35
Syndigo
syndigo.com
62%
4/10
59%
36
Data Quality Solutions
dataqualitysolutions.com
62%
4/10
84%
37
Data3Sixty
data3sixty.com
62%
3/10
77%
38
Trillium Software
trilliumsoftware.com
60%
6/10
70%
39
TIBCO Software
tibco.com
59%
10/10
82%
40
SAS Analytics for Sales
sas.com
59%
8/10
61%
41
Riversand
riversand.com
58%
7/10
58%
42
Ataccama
ataccama.com
58%
10/10
62%
43
Dell Boomi
boomi.com
58%
3/10
62%
44
Data Ladder
datalevers.com
58%
3/10
90%
45
DataInfa
datainfa.com
57%
6/10
68%
46
BackOffice Associates
boaworldwide.com
57%
5/10
79%
47
BackOffice Associates
boaweb.com
56%
8/10
75%
48
Semarchy
semarchy.com
56%
10/10
60%
49
Contentserv
contentserv.com
54%
3/10
30%
50
Collibra
collibra.com
53%
8/10
70%
51
Precisely
precisely.com
52%
6/10
83%
52
Alation
alation.com
49%
4/10
87%
53
Enterworks
enterworks.com
49%
8/10
46%
54
Syncsort
syncsort.com
47%
3/10
77%
55
Winshuttle
winshuttle.com
47%
4/10
78%
56
Pimcore
pimcore.com
44%
5/10
50%
57
Magnitude Software
magnitudesoftware.com
41%
4/10
43%
58
Magnitude
magnitude.com
38%
6/10
63%

Data from LLMPageRank.com • Methodology: consensus sampling across 10 AI platforms • Updated weekly

AI memory score reflects how often brands appear in AI model recommendations. Model coverage indicates contextual emergence across platforms. Consensus measures prompt affinity agreement between models.