G2 Vendor Directory

Data Preparation

52

Products

11.7K

Total reviews

4.5

Avg. rating

Tableau by Salesforce leads the Data Preparation category with a 4.4 rating from 4,234 reviews. It also has the strongest momentum in the category.

LLM citations

Monthly citations by AI answer engines for the top products in Data Preparation.

LLM citations · Data Preparation

Source: G2 review data

Key stats

Tableau

Tableau

Enterprise

Category trends

How the Data Preparation market is moving, from G2 review and Grid data.

Which products are most adopted?
1
Tableau2,287 2
Alteryx805 3
Domo741 4
Qlik Sense721 5
SAS Viya334
Which products are growing fastest?
1
Tableau61 2
Domo12 3
KNIME6
Which products climbed the Grid most?
1
Flatfile7 2
DataGroomr5 3
IBM Watson Studio2 4
Alteryx1 5
dbt1
Which products are reviewers switching to?
1
Domo25 2
Tableau20 3
Savant Labs12 4
Alteryx8 5
SAS Viya6
Which products do enterprises choose?
1
Tableau977 2
Alteryx499 3
Qlik Sense292 4
Domo206 5
SAS Viya111
Which products do mid-market buyers choose?
1
Tableau775 2
Domo373 3
Qlik Sense296 4
Alteryx168 5
DemandTools129
Which products do small businesses choose?
1
Tableau477 2
HubSpot Data Hub144 3
Alteryx133 4
OWOX130 5
Qlik Sense125
Which are growing fastest in enterprise?
1
Tableau31 2
KNIME1 3
Domo1

Fastest growing

Ranked by G2 Momentum score.

1

Tableau

by Salesforce · 4,234 reviews

4.4
2

KNIME

by KNIME · 127 reviews

4.5
3

dbt

by Fivetran · 209 reviews

4.7

All products

Ranked by G2 Grid position.

1

Tableau

by Salesforce · 4,234 reviews

4.4
2

Alteryx

by Alteryx · 965 reviews

4.6
3

SAS Viya

by SAS Institute · 832 reviews

4.4
4

HubSpot Data Hub

by HubSpot · 644 reviews

4.5
5

Domo

by Domo · 1,093 reviews

4.3

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