Dataset size
The latest AI Orchestration Software run found 28 recommended brands and 40 cited sources in AI answers.
AI Orchestration Software
This weekly AI Brand Index shows how AI tools answer buyer questions in the AI Orchestration 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
28
ranked across AI engines
Sources
Evidence base
40
domains cited in answers
Brand sites
Official share
42%
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 |
|---|---|
| LangGraph | 1 |
| 2 | |
| Microsoft | 3 |
| CrewAI | 4 |
| Amazon SageMaker | 5 |
Amazon SageMakerWhat AI tools say about AI Orchestration Software
Movement
What changed this week?
LangGraph held the top position, but the ranking below it moved sharply: LangGraph, Google, Microsoft, Amazon SageMaker and IBM and 1 other brand entered the top 10 this week, while Zapier and UiPath dropped at least three positions.
Sources
Which sources shape AI answers?
Answers in this category lean on vendor pages: Langchain, Amazon and Microsoft are the most cited brand-owned sources, and official domains account for 42% of all citations.
Engines
Do AI engines agree on the leader?
The engines disagree on the leader. ChatGPT names LangChain, Google AI Mode names LangGraph, Gemini names Microsoft, and Perplexity names Google Cloud AI Platform.
Citation-ready
Key facts from this AI Brand Index report
Current leader
LangGraph ranks #1 for AI Orchestration Software in the latest SupaIntent AI Brand Index run.
Top brands
LangGraph, Google, and Microsoft lead AI Orchestration Software across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Langchain, Marketsandmarkets, and Vellum are the most cited brand sites in this category.
Weekly movement
Top 10 onlyEntered the index
New in the top 10
LangGraph#1
Google#2
Microsoft#3
IBM#6
- ANand 1 more
Biggest gains
Moved up this week
OpenAI Agents SDK14 to #8
CrewAI3 to #4
n8n3 to #9
Biggest losses
Moved down this week
Zapier12 to #21
UiPath7 to #13
Unchanged at the top
Leader held position
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | New | #1 | New | #1 | |
| #2 | New | #2 | New | #2 | |
| #3 | New | #3 | New | #3 | |
| #4 | #7 | #4 | 3 | #2 | |
| #5 | Amazon SageMaker | New | #5 | New | #5 |
| #6 | New | #6 | New | #6 | |
| #7 | New | #7 | New | #7 | |
| #8 | #22 | #8 | 14 | #8 | |
| #9 | #12 | #9 | 3 | #9 | |
| #10 | #10 | #10 | 0 | #2 |
Current brand snapshot
28 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | New | #1 | #1 | #7 | - | | |
| 2 | New | - | - | #3 | #1 | | |
| 3 | New | - | - | #1 | #3 | | |
| 4 | +3 | #3 | #2 | - | - | | |
| 5 | New | - | - | #4 | #2 | | |
| 6 | New | - | - | #2 | #5 | | |
| 7 | New | #4 | #3 | - | - | | |
| 8 | +14 | #5 | #4 | - | - | | |
| 9 | +3 | #7 | #6 | #8 | - | | |
| 10 | 0 | #2 | - | - | - | | |
| 11 | New | - | - | - | #4 | | |
| 12 | New | - | - | #5 | - | | |
| 13 | -7 | - | #5 | - | - | | |
| 14 | New | #6 | - | - | - | | |
| 15 | New | - | - | #6 | - | | |
| 16 | New | - | - | - | #6 | | |
| 17 | New | - | - | - | #7 | | |
| 18 | -4 | - | #7 | - | - | | |
| 19 | New | - | - | - | #8 | | |
| 20 | New | #8 | - | - | - | | |
| 21 | -12 | - | #8 | - | - | | |
| 22 | New | - | #9 | - | - | | |
| 23 | New | - | - | - | #9 | | |
| 24 | -8 | #9 | - | - | - | | |
| 25 | New | - | - | #9 | - | | |
| 26 | New | - | - | - | #10 | | |
| 27 | New | #10 | - | - | - | | |
| 28 | New | - | - | #10 | - | |
Current source snapshot
40 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | LangchainOfficial | 6 | |
| 2 | 6 | | |
| 3 | 6 | | |
| 4 | 4 | | |
| 5 | 4 | | |
| 6 | 2 | | |
| 7 | 2 | | |
| 8 | 2 | | |
| 9 | 1 | | |
| 10 | 1 | | |
| 11 | 1 | | |
| 12 | AmazonOfficial | 1 | |
| 13 | MicrosoftOfficial | 1 | |
| 14 | C3Official | 1 | |
| 15 | GoogleOfficial | 1 | |
| 16 | CrewaiOfficial | 1 | |
| 17 | DatabricksOfficial | 1 | |
| 18 | DatarobotOfficial | 1 | |
| 19 | 1 | | |
| 20 | LangchainOfficial | 1 | |
| 21 | LlamaindexOfficial | 1 | |
| 22 | 1 | | |
| 23 | GitHubOfficial | 1 | |
| 24 | H2oOfficial | 1 | |
| 25 | DeepsetOfficial | 1 | |
| 26 | IbmOfficial | 1 | |
| 27 | InforOfficial | 1 | |
| 28 | MicrosoftOfficial | 1 | |
| 29 | 1 | | |
| 30 | MastraOfficial | 1 | |
| 31 | 1 | | |
| 32 | N8nOfficial | 1 | |
| 33 | 1 | | |
| 34 | GithubOfficial | 1 | |
| 35 | PaloaltonetworksOfficial | 1 | |
| 36 | PydanticOfficial | 1 | |
| 37 | 1 | | |
| 38 | 1 | | |
| 39 | 1 | | |
| 40 | ZapierOfficial | 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 |
|---|---|
| LangChain | 1 |
| LlamaIndex | 2 |
| CrewAI | 3 |
| Microsoft Agent Framework | 4 |
| OpenAI Agents SDK | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +1 | #2 | - | - | - | | |
| 3 | -1 | #3 | - | - | - | | |
| 4 | New | #4 | - | - | - | | |
| 5 | +4 | #5 | - | - | - | | |
| 6 | New | #6 | - | - | - | | |
| 7 | 0 | #7 | - | - | - | | |
| 8 | New | #8 | - | - | - | | |
| 9 | -3 | #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 |
|---|---|
| LangGraph | 1 |
| CrewAI | 2 |
| Microsoft Agent Framework | 3 |
| OpenAI Agents SDK | 4 |
| UiPath | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | New | - | #1 | - | - | | |
| 2 | +7 | - | #2 | - | - | | |
| 3 | New | - | #3 | - | - | | |
| 4 | New | - | #4 | - | - | | |
| 5 | -3 | - | #5 | - | - | | |
| 6 | New | - | #6 | - | - | | |
| 7 | -1 | - | #7 | - | - | | |
| 8 | -1 | - | #8 | - | - | | |
| 9 | New | - | #9 | - | - | | |
| 10 | -6 | - | #10 | - | - | |
Current source snapshot
7 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 4 | | |
| 2 | 1 | | |
| 3 | 1 | | |
| 4 | 1 | | |
| 5 | 1 | | |
| 6 | 1 | | |
| 7 | ZapierOfficial | 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 |
|---|---|
| Microsoft | 1 |
| IBM | 2 |
| 3 | |
| Amazon Web Services | 4 |
| Salesforce | 5 |
Amazon Web ServicesCurrent 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 | -6 | - | - | #7 | - | | |
| 8 | +1 | - | - | #8 | - | | |
| 9 | New | - | - | #9 | - | | |
| 10 | New | - | - | #10 | - | |
Current source snapshot
6 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 6 | | |
| 2 | 6 | | |
| 3 | 1 | | |
| 4 | 1 | | |
| 5 | 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 |
| Amazon SageMaker | 2 |
| Microsoft Azure AI | 3 |
| Databricks Unity Catalog | 4 |
| IBM Watson Studio | 5 |
Amazon SageMakerCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +3 | - | - | - | #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 | AmazonOfficial | 1 | |
| 2 | MicrosoftOfficial | 1 | |
| 3 | C3Official | 1 | |
| 4 | GoogleOfficial | 1 | |
| 5 | DatabricksOfficial | 1 | |
| 6 | DatarobotOfficial | 1 | |
| 7 | H2oOfficial | 1 | |
| 8 | IbmOfficial | 1 | |
| 9 | InforOfficial | 1 | |
| 10 | PaloaltonetworksOfficial | 1 | |
Common AI search questions about AI Orchestration Software
Q1
Who leads AI Orchestration Software in AI answers?
LangGraph is the most recommended AI orchestration software brand in the latest AI Brand Index run. The next highest-ranked brands are Google and Microsoft. The engines disagree on the leader. ChatGPT names LangChain, Google AI Mode names LangGraph, Gemini names Microsoft, and Perplexity names Google Cloud AI Platform.
Q2
Which cited sources are used for AI Orchestration Software?
The most cited sources for AI orchestration software recommendations are Langchain, Marketsandmarkets and Vellum, out of 40 tracked sources. Answers in this category lean on vendor pages: Langchain, Amazon and Microsoft are the most cited brand-owned sources, and official domains account for 42% of all citations. The main independent sources are Marketsandmarkets, Vellum and Theagentsindex.
Q3
How fresh is this AI Orchestration Software ranking?
The AI Brand Index updates every Sunday. In the latest run, LangGraph, Google, Microsoft, Amazon SageMaker and IBM and 1 other brand entered the top 10 and OpenAI Agents SDK, Zapier, UiPath, CrewAI and n8n moved three or more positions in the AI orchestration software index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: AI Orchestration Software. https://supaintent.com/ai-brand-index/artificial-intelligence-ai-orchestration-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 AI Orchestration Software, including 28 recommended brands and 40 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.