RRepoGEO

REPOGEO REPORT · LITE

henryalps/OpenManus

Default branch main · commit fbd801f9 · scanned 6/4/2026, 4:32:29 AM

GitHub: 902 stars · 210 forks

AI VISIBILITY SCORE
28 /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
2 / 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 henryalps/OpenManus, 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
  • highreadme#1
    Clarify the project's core identity as a multi-agent AI system in the README's opening

    Why:

    CURRENT
    OpenManus is an open-source project aimed at replicating the capabilities of the Manus AI agent, a groundbreaking general-purpose AI developed by Monica. Manus is known for its ability to autonomously execute complex tasks—ranging from personalized travel planning to stock analysis—surpassing models like GPT-4 on the GAIA benchmark. OpenManus seeks to bring these capabilities to the open-source community using a modular, containerized framework built with Docker, Python, and JavaScript.
    COPY-PASTE FIX
    OpenManus is an open-source framework for building and deploying **multi-agent AI systems** that autonomously execute complex tasks. Inspired by the capabilities of the Manus AI agent, this project provides a modular, containerized platform (Docker, Python, JavaScript) to replicate advanced general-purpose AI functionalities, such as personalized travel planning, data analysis, and content generation, for the open-source community.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    multi-agent-systems, ai-agents, autonomous-ai, generative-ai, docker, python, javascript, open-source-ai, task-automation
  • mediumhomepage#3
    Add a project homepage URL

    Why:

    COPY-PASTE FIX
    [Insert URL to project website, documentation, or demo here]

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 henryalps/OpenManus
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGPT · recommended 1×
  2. CrewAI · recommended 1×
  3. LangChain Agents · recommended 1×
  4. LlamaIndex Agents · recommended 1×
  5. Haystack Agents · recommended 1×
  • CATEGORY QUERY
    How can I build an AI system that autonomously executes complex tasks using multiple agents?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. CrewAI
    3. LangChain Agents
    4. LlamaIndex Agents
    5. Haystack Agents
    6. Microsoft AutoGen
    7. BabyAGI

    AI recommended 7 alternatives but never named henryalps/OpenManus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source frameworks exist for deploying modular, containerized multi-agent AI systems?
    you: not recommended
    AI recommended (in order):
    1. Kubernetes
    2. KubeFlow
    3. Ray
    4. Ray RLlib
    5. OpenFaaS
    6. Apache Mesos
    7. Marathon
    8. Docker Swarm

    AI recommended 8 alternatives but never named henryalps/OpenManus. 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 henryalps/OpenManus?
    pass
    AI did not name henryalps/OpenManus — likely talking about a different project

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

  • If a team adopts henryalps/OpenManus in production, what risks or prerequisites should they evaluate first?
    pass
    AI named henryalps/OpenManus 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 henryalps/OpenManus solve, and who is the primary audience?
    pass
    AI named henryalps/OpenManus explicitly

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

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henryalps/OpenManus — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite