What does AI recommend for ai data cleaning & preparation tools?

OpenRefine has risen to become the most frequently recommended AI data cleaning tool, valued for its powerful, free, and open-source capabilities for handling messy data. Across the niche, responses show a trend toward established data wrangling platforms like Alteryx and Microsoft's Power Query, while early leader Cleanlab's recommendations have become more focused on its core strength in machine-learning specific use cases.

Which ai data cleaning & preparation tools brands appear most in AI answers?

Across 1,674 AI responses, Alteryx is mentioned most, named in 48% of them, followed by OpenRefine (43%) and Microsoft (28%).

How does Parse rank these brands?

Parse measures each brand's mention rate — the share of answers naming it — across 1,674 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.

How does a brand enter this ranking?

Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.

Best AI data cleaning & preparation tools, according to AI

Data as of Aug 25, 2026 · Based on 1,674 AI responses · See how Parse measures this

AI Data Cleaning & Preparation Tools

385 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best AI Data Cleaning & Preparation Tools, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	AlteryxA leading visual workflow platform for enterprise data preparation and automation.	A leading visual workflow platform for enterprise data preparation and automation.	48%
2	OpenRefineA powerful, free, and open-source tool for cleaning large, messy datasets.	A powerful, free, and open-source tool for cleaning large, messy datasets.	43%
3	Microsoft		28%
4	CleanlabThe leading specialized tool for finding and fixing errors in ML datasets.	The leading specialized tool for finding and fixing errors in ML datasets.	22%
5	Informatica		21%
6	Zoho		20%
7	Tableau		18%
8	NumerousAn AI assistant for automating data cleaning directly within Google Sheets and Excel.	An AI assistant for automating data cleaning directly within Google Sheets and Excel.	13%
9	Pydata		13%
10	Great ExpectationsAn open-source framework for data validation and embedding quality tests into pipelines.	An open-source framework for data validation and embedding quality tests into pipelines.	12%
11	Amazon		12%
12	TrifactaA frequently cited visual data wrangling tool, often associated with Alteryx.	A frequently cited visual data wrangling tool, often associated with Alteryx.	12%
13	Alphabet		11%
14	Anomalo		10%
15	Dataiku		10%
16	Python		9%
17	IBM		9%
18	Talend		9%
19	DataRobotEnterprise platform combining automated data preparation with machine learning workflows.	Enterprise platform combining automated data preparation with machine learning workflows.	9%
20	KNIME		9%
21	Powerdrill AI		8%
22	Monte Carlo Data		8%
23	Scrub.ai		7%
24	Evidently AI		7%
25	Astera		7%
26	Tamr		6%
27	dbt		6%
28	Querri		6%
29	Domo		6%
30	Pandas AI		5%
31	WinPure		5%
32	Soda		5%
33	Metaplane		5%
34	Grist		5%
35	Datafold		5%
36	Qlik		4%
37	Fivetran		4%
38	Energent AI		4%
39	Airbyte		4%
40	DBClean		4%
41	Mammoth		4%
42	Integrate.io		4%
43	Bigeye		4%
44	Julius AIA rising conversational AI tool for interactive data analysis and cleaning.	A rising conversational AI tool for interactive data analysis and cleaning.	4%
45	Elyx.AI		4%
46	DataCleanly		3%
47	R Project for Statistical Computing		3%
48	Ataccama		3%
49	CSVAgent		3%
50	DataPrep		3%
51	Polars		3%
52	Altair		3%
53	Deepchecks		3%
54	Ingestro		3%
55	Scikit-learn		3%
56	Datameer		3%
57	Tidyverse		2%
58	CleanMyExcel.io		2%
59	Databricks		2%
60	Snowflake		2%
61	Quadratic		2%
62	Sourcetable		2%
63	ThoughtSpot		2%
64	Google Gemini API		2%
65	Coupler		2%
66	Apache Software Foundation		2%
67	MechaDataCleaner		2%
68	DQOps		2%
69	Flatfile		2%
70	DatumFuse		2%
71	DataSort		2%
72	Domino Data Lab		2%
73	OpenAI		2%
74	Deequ		2%
75	CSVClean.tech		2%
76	CSV Clinic		1%
77	WhyLabs		1%
78	DVC		1%
79	Workik		1%
80	Matillion		1%
81	CleanTheDataAI		1%
82	Atlan		1%
83	Savant Labs		1%
84	Akkio		1%
85	Lightup		1%
86	Skywork AI		1%
87	Tibco		1%
88	CleanYourDataset		1%
89	YData		1%
90	NumPy		1%
91	Supervisely		1%
92	PyOD		1%
93	HoloClean		1%
94	Tale of Data		1%
95	EasyMorph		1%
96	Displayr		<1%
97	DataLens		<1%
98	arXiv		<1%
99	Anthropic		<1%
100	Syncari		<1%