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Buying question

Recommend a cloud-native agent development framework with managed deployment, identity, security controls, and model flexibility.

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 14, 2026. Each category is re-run in rotation, every few weeks.

Recommendation

Kind of question

3

Model APIs

4

Brands named

11

Pages cited

Brands

Brands the answers named

Ordered by how many model APIs named the brand, then by mentions. A mention is not an endorsement or a position.
Rank#BrandModel APIsMentionsOwn-site citationsNamed by
1CrewAIcrewai.com110Anthropic
2Google Agent Development Kitgoogle.github.io101Google
3LangGraph / Deep Agentslangchain.com101OpenAI
4Microsoft Agent Frameworkmicrosoft.com101Google

Model APIs

What each model API returned

One row per model API. The hash identifies the exact answer without publishing it.
Model APIModelBrands namedCitationsDomainsAnswer hash
OpenAIopenai/gpt-4o-miniLangGraph / Deep Agents5557eaa9d0…28de0
Anthropicanthropic/claude-haiku-4-5CrewAI0053fb8a40…1d430
Googlegoogle/gemini-2.5-flashGoogle Agent Development Kit · Microsoft Agent Framework7765dc78f4…21dea

Sources

Pages the answers cited

Hostnames come from the URLs the answers returned. Best position is the earliest place a page was cited in an answer.
DomainCited pageBest positionCited byCitations
cloudsecurityalliance.orghttps://cloudsecurityalliance.org/artifacts/agentic-ai-identity-and-access-management-a-new-approach1Google1
kagent.devhttps://kagent.dev/1OpenAI1
cncf.iohttps://cncf.io/blog/2026/03/23/cloud-native-agentic-standards/2OpenAI · Google2
aembit.iohttps://aembit.io/2Google1
langchain.comhttps://langchain.com/resources/ai-agent-frameworks3OpenAI1
learn.microsoft.comhttps://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ai-agents/governance-security-across-organization3Google1
armosec.iohttps://armosec.io/blog/ai-agent-security-framework-for-cloud-environments/4Google1
monday.comhttps://monday.com/blog/ai-agents/ai-agent-frameworks/4OpenAI1
linkedin.comhttps://linkedin.com/pulse/open-source-vs-cloud-native-comparing-two-camps-ai-agent-raduta-3r08f5OpenAI1
wiz.iohttps://wiz.io/academy/cloud-security/cloud-native-security5Google1
cloud.google.comhttps://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise-agent-platform7Google1
Snapshots
17b304d1-ac2a-4eff-847c-74cdc49085bb
Question set
ai-agent-frameworks-2026-07-27
Benchmark version
4-ai-agent-frameworks-2026-07-27-models-64232fd32583
What is kept
Measured in Agent frameworks. Full answers are not stored or published, and no customer data is included.

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.