Dataset size
The latest Data Science and Machine Learning Platforms run found 14 recommended brands and 17 cited sources in AI answers.
Data Science and Machine Learning Platforms
This weekly AI Brand Index shows how AI tools answer buyer questions in the Data Science and Machine Learning Platforms category. SupaIntent asks each LLM the same question: which brands are the most visible, significant, and recommended in that niche. Each system returns its own top. We track what brands are recommended, which cited sources are used and how positions move week to week. Use it to see the freshest AI visibility data for this category.
Updated 9 August 2026
Brands
Category coverage
14
ranked across AI engines
Sources
Evidence base
17
domains cited in answers
Brand sites
Official share
20%
from brand-owned domains
AI model filter
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Databricks | 1 |
| Microsoft | 2 |
| Google Cloud | 3 |
| Amazon SageMaker | 4 |
| Dataiku | 5 |
Amazon SageMakerWhat AI tools say about Data Science and Machine Learning Platforms
Movement
What changed this week?
Databricks held the top position, but the ranking below it moved sharply: Google Cloud, Amazon SageMaker and Alteryx entered the top 10 this week.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Gartner, Microsoft and Ibm, which means the citation field is open.
Engines
Do AI engines agree on the leader?
The engines disagree on the leader. ChatGPT, Google AI Mode and Gemini name Databricks first and Perplexity names Google Cloud AI Platform, which does not appear in the top five of any other engine.
Citation-ready
Key facts from this AI Brand Index report
Current leader
Databricks ranks #1 for Data Science and Machine Learning Platforms in the latest SupaIntent AI Brand Index run.
Top brands
Databricks, Microsoft, and Google Cloud lead Data Science and Machine Learning Platforms across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Gartner, Microsoft, and Ibm are the most cited brand sites in this category.
Weekly movement
Top 10 onlyEntered the index
New in the top 10
Google Cloud#3
Alteryx#9
Unchanged at the top
Leader held position
Databricksstayed #1
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #1 | #1 | 0 | #1 | |
| #2 | #4 | #2 | 2 | #2 | |
| #3 | New | #3 | New | #3 | |
| #4 | Amazon SageMaker | New | #4 | New | #4 |
| #5 | #3 | #5 | 2 | #3 | |
| #6 | #7 | #6 | 1 | #6 | |
| #7 | #6 | #7 | 1 | #2 | |
| #8 | #10 | #8 | 2 | #6 | |
| #9 | New | #9 | New | #9 | |
| #10 | #9 | #10 | 1 | #9 |
Current brand snapshot
14 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | #1 | #1 | #4 | | |
| 2 | +2 | #4 | #3 | #2 | #2 | | |
| 3 | New | #5 | #4 | #4 | #1 | | |
| 4 | New | #2 | #5 | #5 | #3 | | |
| 5 | -2 | #3 | #2 | #6 | #5 | | |
| 6 | +1 | #10 | #7 | #3 | #8 | | |
| 7 | -1 | #6 | #6 | #7 | #10 | | |
| 8 | +2 | #8 | - | - | #6 | | |
| 9 | New | #7 | - | #9 | - | | |
| 10 | -1 | - | #8 | #8 | - | | |
| 11 | New | - | #10 | - | #7 | | |
| 12 | New | #9 | #9 | - | - | | |
| 13 | +3 | - | - | - | #9 | | |
| 14 | New | - | - | #10 | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Databricks | 1 |
| Amazon SageMaker | 2 |
| Dataiku | 3 |
| Microsoft Azure Machine Learning | 4 |
| Google Vertex AI | 5 |
Amazon SageMakerCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +2 | #2 | - | - | - | | |
| 3 | -1 | #3 | - | - | - | | |
| 4 | -1 | #4 | - | - | - | | |
| 5 | 0 | #5 | - | - | - | | |
| 6 | 0 | #6 | - | - | - | | |
| 7 | New | #7 | - | - | - | | |
| 8 | -1 | #8 | - | - | - | | |
| 9 | 0 | #9 | - | - | - | | |
| 10 | New | #10 | - | - | - | |
Current source snapshot
1 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 20 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Databricks | 1 |
| Dataiku | 2 |
| Microsoft | 3 |
| Google Cloud | 4 |
| Amazon Web Services | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | #1 | - | - | | |
| 2 | +3 | - | #2 | - | - | | |
| 3 | New | - | #3 | - | - | | |
| 4 | New | - | #4 | - | - | | |
| 5 | New | - | #5 | - | - | | |
| 6 | 0 | - | #6 | - | - | | |
| 7 | New | - | #7 | - | - | | |
| 8 | +1 | - | #8 | - | - | | |
| 9 | New | - | #9 | - | - | | |
| 10 | New | - | #10 | - | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Databricks | 1 |
| Microsoft | 2 |
| IBM | 3 |
| Google Cloud | 4 |
| Amazon Web Services | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | +5 | - | - | #2 | - | | |
| 3 | +1 | - | - | #3 | - | | |
| 4 | +1 | - | - | #4 | - | | |
| 5 | +1 | - | - | #5 | - | | |
| 6 | -4 | - | - | #6 | - | | |
| 7 | -4 | - | - | #7 | - | | |
| 8 | +2 | - | - | #8 | - | | |
| 9 | New | - | - | #9 | - | | |
| 10 | New | - | - | #10 | - | |
Current source snapshot
6 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | AnacondaOfficial | 1 | |
| 3 | MicrosoftOfficial | 1 | |
| 4 | DatabricksOfficial | 1 | |
| 5 | IbmOfficial | 1 | |
| 6 | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Google Cloud AI Platform | 1 |
| Microsoft Azure Machine Learning | 2 |
| Amazon SageMaker | 3 |
| Databricks Lakehouse Platform | 4 |
| Dataiku Data Science Studio | 5 |
Amazon SageMakerCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +1 | - | - | - | #1 | | |
| 2 | New | - | - | - | #2 | | |
| 3 | +1 | - | - | - | #3 | | |
| 4 | New | - | - | - | #4 | | |
| 5 | New | - | - | - | #5 | | |
| 6 | New | - | - | - | #6 | | |
| 7 | New | - | - | - | #7 | | |
| 8 | 0 | - | - | - | #8 | | |
| 9 | +1 | - | - | - | #9 | | |
| 10 | New | - | - | - | #10 | |
Current source snapshot
6 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 3 | | |
| 2 | 2 | | |
| 3 | 2 | | |
| 4 | 1 | | |
| 5 | 1 | | |
| 6 | 1 | |
Common AI search questions about Data Science and Machine Learning Platforms
Q1
Who leads Data Science and Machine Learning Platforms in AI answers?
Databricks is the most recommended data science and machine learning platforms brand in the latest AI Brand Index run. The next highest-ranked brands are Microsoft and Google Cloud. The engines disagree on the leader. ChatGPT, Google AI Mode and Gemini name Databricks first and Perplexity names Google Cloud AI Platform.
Q2
Which cited sources are used for Data Science and Machine Learning Platforms?
The most cited sources for data science and machine learning platforms recommendations are Gartner, Microsoft and Ibm, out of 17 tracked sources. No single publisher dominates. The most cited sources are Gartner, Microsoft and Ibm, which means the citation field is open.
Q3
How fresh is this Data Science and Machine Learning Platforms ranking?
The AI Brand Index updates every Sunday. In the latest run, Google Cloud, Amazon SageMaker and Alteryx entered the top 10 in the data science and machine learning platforms index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Data Science and Machine Learning Platforms. https://supaintent.com/ai-brand-index/artificial-intelligence-data-science-and-machine-learning-platforms
Report data
Download the same ranking data used by the chart, tables and Dataset schema.
AI Brand Index methodology
Rankings use collected AI answers, cited sources, brand-site matching, and provider-level position history.
- SupaIntent measures buying-intent AI answers across ChatGPT, Google AI Mode, Gemini and Perplexity.
- This report uses the latest observed AI answers for Data Science and Machine Learning Platforms, including 14 recommended brands and 17 cited sources.
- Brand sites are identified from official domains and subdomains, then separated from review, community and publisher sources.
- Weekly movement compares the latest rank with the previous collected position for each brand.
Reveal where AI sends your clients
Track prompt-level visibility across ChatGPT, Gemini, Perplexity, and Google AI search. See which competitors win the answer, which sources shape the response, and where your brand is missing.