RRepoGEO

REPOGEO REPORT · LITE

genai-works-org/genai-agentos

Default branch main · commit b727600e · scanned 6/9/2026, 9:11:53 PM

GitHub: 883 stars · 284 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface genai-works-org/genai-agentos, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    genai-agents, agent-orchestration, ai-agents, multi-agent-system, generative-ai, agent-framework, agent-os, full-stack, python, docker
  • highreadme#2
    Reposition the README's opening statement to clarify its 'Agent OS' role

    Why:

    CURRENT
    # 🐍 GenAI Agents Infrastructure

This repository provides the complete infrastructure for running GenAI agents, including:

* Backend
* Router
* Master Agents
* PostgreSQL Database
* Frontend
* CLI
* Redis
* Celery
    COPY-PASTE FIX
    # 🐍 GenAI AgentOS: The Open-Source Agent Operating System

GenAI AgentOS is a comprehensive, full-stack infrastructure for building, deploying, and managing multiple generative AI agents. It provides a complete Agent Operating System (Agent OS) for the declarative definition, deployment, and lifecycle management of AI agents, differentiating it from simpler agent frameworks. This repository includes the backend, router, master agents, PostgreSQL database, frontend, CLI, Redis, and Celery, offering a robust platform for AI developers and researchers.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://genai-works.org/genai-agentos (or similar project website/documentation)

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface genai-works-org/genai-agentos
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Azure OpenAI Service · recommended 1×
  3. Google Cloud Vertex AI · recommended 1×
  4. AWS SageMaker · recommended 1×
  5. Hugging Face Hub · recommended 1×
  • CATEGORY QUERY
    Looking for a comprehensive platform to deploy, manage, and scale multiple generative AI agents.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Azure OpenAI Service
    3. Google Cloud Vertex AI
    4. AWS SageMaker
    5. Hugging Face Hub
    6. Weights & Biases (W&B)
    7. MLflow (mlflow/mlflow)

    AI recommended 7 alternatives but never named genai-works-org/genai-agentos. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source full-stack solutions for building and orchestrating AI agent systems?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. FastAPI
    3. PostgreSQL
    4. MongoDB
    5. React
    6. Next.js
    7. LlamaIndex
    8. Flask
    9. Django
    10. SQLite
    11. Streamlit
    12. Gradio
    13. Haystack
    14. Elasticsearch
    15. OpenSearch
    16. AutoGPT
    17. BabyAGI
    18. Agent Protocol

    AI recommended 18 alternatives but never named genai-works-org/genai-agentos. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of genai-works-org/genai-agentos?
    pass
    AI named genai-works-org/genai-agentos explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts genai-works-org/genai-agentos in production, what risks or prerequisites should they evaluate first?
    pass
    AI named genai-works-org/genai-agentos explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo genai-works-org/genai-agentos solve, and who is the primary audience?
    pass
    AI named genai-works-org/genai-agentos explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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genai-works-org/genai-agentos — RepoGEO report