Dataset size
The latest Generative AI Infrastructure Software run found 22 recommended brands and 25 cited sources in AI answers.
Generative AI Infrastructure Software
This weekly AI Brand Index shows how AI tools answer buyer questions in the Generative AI Infrastructure Software 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
22
ranked across AI engines
Sources
Evidence base
25
domains cited in answers
Brand sites
Official share
23%
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 |
|---|---|
| Amazon Web Services | 1 |
| Microsoft Azure | 2 |
| Google Cloud | 3 |
| NVIDIA | 4 |
| Databricks | 5 |
Amazon Web ServicesWhat AI tools say about Generative AI Infrastructure Software
Movement
What changed this week?
Amazon Web Services held the top position, but the ranking below it moved sharply: Amazon Web Services, Google Cloud, Anthropic and OpenAI entered the top 10 this week, while Hugging Face dropped at least three positions.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are G2, Gartner and Builtin, which means the citation field is open.
Engines
Do AI engines agree on the leader?
The engines disagree on the leader. ChatGPT names Amazon Web Services (AWS), Google AI Mode names Amazon Web Services, Gemini names NVIDIA, and Perplexity names NVIDIA NeMo.
Citation-ready
Key facts from this AI Brand Index report
Current leader
Amazon Web Services ranks #1 for Generative AI Infrastructure Software in the latest SupaIntent AI Brand Index run.
Top brands
Amazon Web Services, Microsoft Azure, and Google Cloud lead Generative AI Infrastructure Software across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
G2, Gartner, and Builtin are the most cited brand sites in this category.
Weekly movement
Top 10 onlyEntered the index
New in the top 10
Google Cloud#3
Anthropic#8
OpenAI#9
Biggest gains
Moved up this week
CoreWeave7 to #7
Biggest losses
Moved down this week
Hugging Face5 to #12
Unchanged at the top
Leader held position
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | Amazon Web Services | New | #1 | New | #1 |
| #2 | #3 | #2 | 1 | #1 | |
| #3 | New | #3 | New | #3 | |
| #4 | #4 | #4 | 0 | #1 | |
| #5 | #6 | #5 | 1 | #2 | |
| #6 | #5 | #6 | 1 | #5 | |
| #7 | #14 | #7 | 7 | #7 | |
| #8 | New | #8 | New | #8 | |
| #9 | New | #9 | New | #9 | |
| #10 | #11 | #10 | 1 | #10 |
Current brand snapshot
22 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | New | #1 | #1 | #2 | #4 | | |
| 2 | +1 | #3 | #2 | #3 | #2 | | |
| 3 | New | #2 | #3 | #4 | #3 | | |
| 4 | 0 | #7 | - | #1 | #1 | | |
| 5 | +1 | #5 | #5 | #5 | - | | |
| 6 | -1 | #6 | #4 | #7 | - | | |
| 7 | +7 | #4 | - | #6 | - | | |
| 8 | New | - | #8 | - | #5 | | |
| 9 | New | - | #7 | - | #6 | | |
| 10 | +1 | - | #6 | - | - | | |
| 11 | New | - | - | - | #7 | | |
| 12 | -5 | - | - | #8 | #8 | | |
| 13 | New | - | - | #8 | #8 | | |
| 14 | +3 | #8 | - | - | - | | |
| 15 | New | - | #9 | - | - | | |
| 16 | New | #9 | - | - | - | | |
| 17 | New | - | - | - | #9 | | |
| 18 | New | - | - | #9 | - | | |
| 19 | New | - | - | #10 | - | | |
| 20 | New | - | - | - | #10 | | |
| 21 | New | #10 | - | - | - | | |
| 22 | New | - | #10 | - | - | |
Current source snapshot
25 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 10 | | |
| 2 | 9 | | |
| 3 | 6 | | |
| 4 | 5 | | |
| 5 | 3 | | |
| 6 | SiliconflowOfficial | 3 | |
| 7 | 2 | | |
| 8 | 2 | | |
| 9 | 1 | | |
| 10 | AnthropicOfficial | 1 | |
| 11 | AmazonOfficial | 1 | |
| 12 | MicrosoftOfficial | 1 | |
| 13 | 1 | | |
| 14 | PaperspaceOfficial | 1 | |
| 15 | NvidiaOfficial | 1 | |
| 16 | GoogleOfficial | 1 | |
| 17 | CognitionOfficial | 1 | |
| 18 | 1 | | |
| 19 | 1 | | |
| 20 | HuggingfaceOfficial | 1 | |
| 21 | 1 | | |
| 22 | OpenaiOfficial | 1 | |
| 23 | 1 | | |
| 24 | RunOfficial | 1 | |
| 25 | 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 |
|---|---|
| Amazon Web Services (AWS) | 1 |
| Google Cloud | 2 |
| Microsoft Azure | 3 |
| CoreWeave | 4 |
| Databricks | 5 |
Amazon Web Services (AWS)Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | New | #2 | - | - | - | | |
| 3 | 0 | #3 | - | - | - | | |
| 4 | New | #4 | - | - | - | | |
| 5 | -1 | #5 | - | - | - | | |
| 6 | -1 | #6 | - | - | - | | |
| 7 | -1 | #7 | - | - | - | | |
| 8 | +1 | #8 | - | - | - | | |
| 9 | New | #9 | - | - | - | | |
| 10 | New | #10 | - | - | - | |
Current source snapshot
5 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 9 | | |
| 2 | 5 | | |
| 3 | 3 | | |
| 4 | 2 | | |
| 5 | 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 |
|---|---|
| Amazon Web Services | 1 |
| Microsoft Azure | 2 |
| Google Cloud | 3 |
| IBM watsonx | 4 |
| Databricks | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +1 | - | #1 | - | - | | |
| 2 | +2 | - | #2 | - | - | | |
| 3 | New | - | #3 | - | - | | |
| 4 | +1 | - | #4 | - | - | | |
| 5 | +1 | - | #5 | - | - | | |
| 6 | +4 | - | #6 | - | - | | |
| 7 | New | - | #7 | - | - | | |
| 8 | New | - | #8 | - | - | | |
| 9 | New | - | #9 | - | - | | |
| 10 | New | - | #10 | - | - | |
Current source snapshot
7 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 4 | | |
| 2 | 1 | | |
| 3 | 1 | | |
| 4 | 1 | | |
| 5 | 1 | | |
| 6 | 1 | | |
| 7 | 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 |
|---|---|
| NVIDIA | 1 |
| Amazon Web Services | 2 |
| Microsoft Azure | 3 |
| Google Cloud | 4 |
| Databricks | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +5 | - | - | #1 | - | | |
| 2 | -1 | - | - | #2 | - | | |
| 3 | 0 | - | - | #3 | - | | |
| 4 | -2 | - | - | #4 | - | | |
| 5 | -1 | - | - | #5 | - | | |
| 6 | New | - | - | #6 | - | | |
| 7 | -2 | - | - | #7 | - | | |
| 8 | -1 | - | - | #8 | - | | |
| 9 | New | - | - | #9 | - | | |
| 10 | New | - | - | #10 | - | |
Current source snapshot
5 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 6 | | |
| 2 | 5 | | |
| 3 | SiliconflowOfficial | 3 | |
| 4 | 2 | | |
| 5 | 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 |
|---|---|
| NVIDIA NeMo | 1 |
| Microsoft Azure OpenAI Service | 2 |
| Google Vertex AI | 3 |
| Amazon SageMaker Studio | 4 |
| Anthropic API Platform | 5 |
Amazon SageMaker StudioCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | New | - | - | - | #1 | | |
| 2 | New | - | - | - | #2 | | |
| 3 | New | - | - | - | #3 | | |
| 4 | New | - | - | - | #4 | | |
| 5 | New | - | - | - | #5 | | |
| 6 | New | - | - | - | #6 | | |
| 7 | New | - | - | - | #7 | | |
| 8 | New | - | - | - | #8 | | |
| 9 | New | - | - | - | #9 | | |
| 10 | New | - | - | - | #10 | |
Current source snapshot
10 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | AnthropicOfficial | 1 | |
| 2 | AmazonOfficial | 1 | |
| 3 | MicrosoftOfficial | 1 | |
| 4 | PaperspaceOfficial | 1 | |
| 5 | NvidiaOfficial | 1 | |
| 6 | GoogleOfficial | 1 | |
| 7 | CognitionOfficial | 1 | |
| 8 | HuggingfaceOfficial | 1 | |
| 9 | OpenaiOfficial | 1 | |
| 10 | RunOfficial | 1 | |
Common AI search questions about Generative AI Infrastructure Software
Q1
Who leads Generative AI Infrastructure Software in AI answers?
Amazon Web Services is the most recommended generative AI infrastructure software brand in the latest AI Brand Index run. The next highest-ranked brands are Microsoft Azure and Google Cloud. The engines disagree on the leader. ChatGPT names Amazon Web Services (AWS), Google AI Mode names Amazon Web Services, Gemini names NVIDIA, and Perplexity names NVIDIA NeMo.
Q2
Which cited sources are used for Generative AI Infrastructure Software?
The most cited sources for generative AI infrastructure software recommendations are G2, Gartner and Builtin, out of 25 tracked sources. No single publisher dominates. The most cited sources are G2, Gartner and Builtin, which means the citation field is open.
Q3
How fresh is this Generative AI Infrastructure Software ranking?
The AI Brand Index updates every Sunday. In the latest run, Amazon Web Services, Google Cloud, Anthropic and OpenAI entered the top 10 and CoreWeave and Hugging Face moved three or more positions in the generative AI infrastructure software index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Generative AI Infrastructure Software. https://supaintent.com/ai-brand-index/artificial-intelligence-generative-ai-software-generative-ai-infrastructure-software
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 Generative AI Infrastructure Software, including 22 recommended brands and 25 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.