Dataset size
The latest Generative AI Infrastructure Software run found 18 recommended brands and 9 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 which brands are recommended, which sources are cited, and how rankings change week over week. Use it to see the freshest AI visibility data for this category.
Updated 4 October 2026
Brands
Category coverage
18
ranked across AI engines
Sources
Evidence base
9
domains cited in answers
Brand sites
Official share
3%
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 |
| NVIDIA | 2 |
| Microsoft | 3 |
| Google Cloud | 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: Together AI and Cohere dropped at least three positions.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Gartner, Pickmysoft and Aimagazine, which means the citation field is open.
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, NVIDIA, and Microsoft lead Generative AI Infrastructure Software across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Gartner, Pickmysoft, and Aimagazine are the most cited brand sites in this category.
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
Replicate4 to #9
Hugging Face3 to #7
Biggest losses
Moved down this week
Together AI5 to #10
Cohere4 to #14
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 | #1 | #1 | 0 | #1 |
| #2 | #2 | #2 | 0 | #1 | |
| #3 | #3 | #3 | 0 | #1 | |
| #4 | #4 | #4 | 0 | #1 | |
| #5 | #6 | #5 | 1 | #1 | |
| #6 | #5 | #6 | 1 | #5 | |
| #7 | #10 | #7 | 3 | #2 | |
| #8 | #9 | #8 | 1 | #4 | |
| #9 | #13 | #9 | 4 | #9 | |
| #10 | #5 | #10 | 5 | #5 |
Current brand snapshot
18 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #3 | #2 | #3 | - | | |
| 2 | 0 | #6 | #1 | #1 | - | | |
| 3 | 0 | #4 | #3 | #2 | - | | |
| 4 | 0 | #2 | #4 | #4 | - | | |
| 5 | +1 | #1 | - | #6 | - | | |
| 6 | -1 | #7 | #5 | - | - | | |
| 7 | +3 | - | - | #5 | - | | |
| 8 | +1 | #5 | - | - | - | | |
| 9 | +4 | - | #6 | - | - | | |
| 10 | -5 | #9 | #9 | - | - | | |
| 11 | +5 | - | #7 | - | - | | |
| 12 | +5 | - | - | #7 | - | | |
| 13 | 0 | - | #8 | - | - | | |
| 14 | -4 | - | - | #8 | - | | |
| 15 | +2 | #8 | - | - | - | | |
| 16 | -2 | #10 | #10 | - | - | | |
| 17 | +7 | - | - | #9 | - | | |
| 18 | -3 | - | - | #10 | - | |
Current source snapshot
9 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 10 | | |
| 2 | 7 | | |
| 3 | 5 | | |
| 4 | 5 | | |
| 5 | 4 | | |
| 6 | 4 | | |
| 7 | 2 | | |
| 8 | 2 | | |
| 9 | NorthflankOfficial | 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 |
|---|---|
| Databricks | 1 |
| Google Cloud | 2 |
| Amazon Web Services | 3 |
| Microsoft | 4 |
| IBM | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +6 | #1 | - | - | - | | |
| 2 | 0 | #2 | - | - | - | | |
| 3 | -2 | #3 | - | - | - | | |
| 4 | -1 | #4 | - | - | - | | |
| 5 | +3 | #5 | - | - | - | | |
| 6 | -2 | #6 | - | - | - | | |
| 7 | -2 | #7 | - | - | - | | |
| 8 | +2 | #8 | - | - | - | | |
| 9 | -2 | #9 | - | - | - | | |
| 10 | -2 | #10 | - | - | - | |
Current source snapshot
5 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 10 | | |
| 2 | 4 | | |
| 3 | 2 | | |
| 4 | 2 | | |
| 5 | 2 | |
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 | 3 |
| Google Cloud | 4 |
| CoreWeave | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | #1 | - | - | | |
| 2 | 0 | - | #2 | - | - | | |
| 3 | 0 | - | #3 | - | - | | |
| 4 | 0 | - | #4 | - | - | | |
| 5 | 0 | - | #5 | - | - | | |
| 6 | New | - | #6 | - | - | | |
| 7 | +2 | - | #7 | - | - | | |
| 8 | 0 | - | #8 | - | - | | |
| 9 | +1 | - | #9 | - | - | | |
| 10 | -1 | - | #10 | - | - | |
Current source snapshot
2 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 5 | |
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 |
| Microsoft | 2 |
| Amazon Web Services | 3 |
| Google Cloud | 4 |
| Hugging Face | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | 0 | - | - | #2 | - | | |
| 3 | 0 | - | - | #3 | - | | |
| 4 | +1 | - | - | #4 | - | | |
| 5 | +4 | - | - | #5 | - | | |
| 6 | 0 | - | - | #6 | - | | |
| 7 | +3 | - | - | #7 | - | | |
| 8 | +1 | - | - | #8 | - | | |
| 9 | +1 | - | - | #9 | - | | |
| 10 | -1 | - | - | #10 | - | |
Current source snapshot
3 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 4 | | |
| 3 | NorthflankOfficial | 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 NVIDIA and Microsoft. Per-engine leader data is not available for this run.
Q2
Which cited sources are used for Generative AI Infrastructure Software?
The most cited sources for generative AI infrastructure software recommendations are Gartner, Pickmysoft and Aimagazine, out of 9 tracked sources. No single publisher dominates. The most cited sources are Gartner, Pickmysoft and Aimagazine, 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, Together AI, Replicate, Cohere 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 18 recommended brands and 9 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.
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