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What AI says about HumanLayer

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Data as of Oct 13, 2026Based on 30,852 AI responsesReviewed by Dimitry Apollonsky

How we measure

humanlayer.dev

Mentioned in

<1%

of AI answers about HumanLayer and its rivals. Since Jul 5

The market map

LLM Agent Frameworks and Tooling

Mentioned in

1LangChain LangGraphMentioned in 68%Avg. position 26.9
2CrewAIMentioned in 49%Avg. position 4.3
3OpenAI Agents SDKMentioned in 32%Avg. position 16.9
4Microsoft Agent FrameworkMentioned in 26%Avg. position 49.5
5AutoGenMentioned in 24%Avg. position 5.4
8LlamaIndexMentioned in 14%Avg. position 28.2
9Microsoft Semantic KernelMentioned in 12%Avg. position 17.1
10TemporalMentioned in 9%Avg. position 6.0
13n8nMentioned in 8%Avg. position 97.1
13Google Agent Development Kit (ADK)Mentioned in 8%Avg. position 62.6
15AnthropicMentioned in 7%Avg. position 5.7
15Pydantic AIMentioned in 7%Avg. position 7.8
18Model Context ProtocolMentioned in 6%Avg. position 5.4
18PostgreSQLMentioned in 6%Avg. position 8.5

HumanLayer in AI’s own words

Question: I need a specialized Python library for orchestrating "human-in-the-loop" review of AI tasks.

ChatGPT SearchAug 5, 2026

HumanLayer — purpose-built for integrating human reviewers into agent workflows.

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How often AI mentions HumanLayer

LLM Agent Frameworks and Tooling

Aug 19SepOctOct 7

Mentions by AI engine

Since Jul 5

ChatGPT Search<1%
Google AI Mode

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HumanLayer vs LangChain

Sources AI cites

humanlayer.dev 38%Other sites 62%

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Where HumanLayer ranks in AI

LLM Agent Frameworks and Tooling#100

Human-in-the-loop task orchestration

AI Customer Support Chatbots#165

Question: I am looking for a chatbot that hands off to humans easily and does not trap users in loops.

Google AI ModeJul 27, 2026

HumanLayer: A prototype designed to bring humans into the loop, allowing for approval before sending, which prevents looping and ensures high-quality, controlled responses.

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<1%

humanlayer.devOwned38%

parse.gl31%

folio3.ai8%

npmjs.com8%

pypi.org8%

Topics where AI mentions HumanLayer

TopicMentioned inRank

Human-in-the-loop Python orchestration librariesLLM Agent Frameworks and Tooling14%#12
AI-to-human handoverAI Customer Support Chatbots1%#42

Mentioned in
I need a specialized Python library for orchestrating "human-in-the-loop" review of AI tasks.17%
Excerpts where HumanLayer appeared in the AI's answer
ChatGPT Search ChatGPT Search
HumanLayer — purpose-built for integrating human reviewers into agent workflows.
I am looking for a chatbot that hands off to humans easily and does not trap users in loops.2%
Excerpts where HumanLayer appeared in the AI's answer
Google AI Mode Google AI Mode
HumanLayer: A prototype designed to bring humans into the loop, allowing for approval before sending, which prevents looping and ensures high-quality, controlled responses.