Top ETL Tools Brands by AI Memory Score

Ranked by AI Visibility Score across 10 AI platforms

Extract, transform, load tools

85 brands measured using consensus sampling methodology

👑

Category Monster Rankings

Brands that own AI recommendations in ETL Tools

🏆
Category Monster
Informatica
informatica.com
87%
AI Visibility Score
10/10 models
Category Monster rankings based on AI Visibility Score • week_2025_50
Rank
Brand
AI Memory Score
Model Coverage
Consensus
1
Informatica
informatica.com
87%
10/10
86%
2
Data Loader
dataloader.com
86%
6/10
93%
3
Blendo
blendo.com
86%
4/10
98%
4
Etleap
etleap.com
85%
4/10
100%
5
DataStage
datastage.com
84%
6/10
90%
6
AWS Glue
aws.glue.amazonaws.com
84%
5/10
87%
7
Pipeshift
pipeshift.com
83%
4/10
92%
8
Coupler.io
coupler.io
83%
4/10
80%
9
PipelineWise
pipelinewise.com
83%
7/10
88%
10
Hevo Data
hevo.com
83%
7/10
85%
11
Hevo
hevo.io
82%
7/10
90%
12
Stitch
stitch.com
82%
4/10
89%
13
Ingest IQ
ingestiq.com
82%
3/10
88%
14
Hevo Data
hevo.data
82%
6/10
86%
15
Hevo Data
hevo.data.com
81%
6/10
90%
16
IBM Analytics
IBM.com
81%
8/10
74%
17
GlueAPI
glueapi.io
80%
3/10
74%
18
SAP (SAP Leonardo IoT)
sAP.com
80%
4/10
77%
19
Pentaho Data Integration
kettle.pentaho.com
79%
7/10
77%
20
Weld
weld.com
79%
4/10
81%
21
Apatar
apatar.com
79%
6/10
83%
22
Talend
talend.com
79%
10/10
85%
23
Ingestion.io
ingestion.io
79%
6/10
84%
24
Airbyte
airbyte.io
77%
6/10
77%
25
Data Builder
databuilder.com
77%
5/10
74%
26
ZappySys
zappysys.com
77%
7/10
75%
27
Wherescape
wherescape.com
75%
3/10
100%
28
Weld
weld.app
74%
3/10
70%
29
DataCater
datacater.io
74%
3/10
95%
30
Datavault Builder
datavaultbuilder.com
74%
4/10
92%
31
Keboola
keboola.com
73%
5/10
73%
32
Ab Initio
abinitio.com
73%
4/10
66%
33
Nexla
nexla.com
71%
6/10
90%
34
Airflow
airflow.com
71%
5/10
89%
35
Flatfile
flatfile.io
70%
3/10
74%
36
DataWeave
dataweave.com
70%
6/10
83%
37
Lyftrondata
lyftrondata.com
69%
4/10
77%
38
Microsoft
Microsoft.com
69%
10/10
79%
39
Dataddo
dataddo.com
69%
5/10
56%
40
Meltano
meltano.com
69%
7/10
57%
41
Apache Airflow
apache.org
69%
5/10
64%
42
Apache Nifi
nifi.apache.org
68%
8/10
81%
43
Skyvia
skyvia.com
68%
6/10
77%
44
Integrate.io
integrate.io
68%
8/10
52%
45
Weld
weld.io
67%
4/10
52%
46
Apache Airflow
airflow.apache.org
67%
7/10
83%
47
Rivery
rivery.io
66%
8/10
59%
48
Blendo
blendo.co
65%
4/10
40%
49
Apache Hive
hive.apache.org
65%
3/10
86%
50
Dagster
dagster.io
65%
3/10
80%
51
Dataform
dataform.co
65%
3/10
100%
52
Azure DevOps
azure.microsoft.com
65%
8/10
75%
53
Databricks
databricks.com
64%
4/10
64%
54
Alooma
alooma.com
64%
9/10
58%
55
IBM
ibm.com
63%
9/10
78%
56
Fivetran
fivetran.com
63%
10/10
62%
57
Upsolver
upsolver.com
63%
3/10
83%
58
Tableau
tableau.com
62%
3/10
65%
59
DBT
dbt.com
62%
3/10
77%
60
Apache Beam
beam.apache.org
62%
4/10
74%
61
Hevo Data
hevodata.com
61%
9/10
58%
62
SAP
sap.com
60%
10/10
73%
63
AWS Step Functions
aws.amazon.com
59%
9/10
78%
64
Matillion
matillion.com
59%
10/10
69%
65
Snowflake
snowflake.com
58%
5/10
67%
66
Oracle
oracle.com
58%
10/10
70%
67
Airbyte
airbyte.com
57%
8/10
57%
68
Google Analytics
google.com
57%
3/10
72%
69
Alteryx
alteryx.com
56%
7/10
82%
70
Xplenty
xplenty.com
56%
7/10
31%
71
Pentaho
pentaho.com
55%
8/10
71%
72
StreamSets
streamsets.com
54%
6/10
52%
73
CloverDX
cloverdx.com
54%
4/10
40%
74
Stitch
stitchdata.com
52%
10/10
65%
75
SAS Analytics for Sales
sas.com
51%
5/10
73%
76
Google Cloud Workflows
cloud.google.com
51%
7/10
85%
77
Pentaho
hitachivantara.com
50%
8/10
65%
78
Panoply
panoply.io
49%
4/10
53%
79
Astera
astera.com
49%
3/10
45%
80
Syncsort
syncsort.com
49%
4/10
62%
81
SnapLogic
snaplogic.com
45%
7/10
62%
82
Qlik Sense
qlik.com
44%
6/10
72%
83
Dell Boomi
boomi.com
42%
3/10
59%
84
MuleSoft
muleSoft.com
36%
5/10
65%
85
Adeptia
adeptia.com
34%
3/10
45%

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.