RRepoGEO

REPOGEO REPORT · LITE

Helmi/claude-simone

Default branch master · commit ca1820fc · scanned 6/12/2026, 10:51:59 PM

GitHub: 555 stars · 48 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 Helmi/claude-simone, 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
    Reposition the README's opening paragraph to clarify its unique niche

    Why:

    CURRENT
    Simone is a comprehensive project and task management system designed specifically for AI-assisted development workflows. It provides structured prompts and tools to help AI assistants understand and work with your projects effectively.
    COPY-PASTE FIX
    Simone is a specialized project and task management framework built for AI-assisted software development. Unlike generic project management tools, Simone provides structured prompts and a dedicated system to help AI coding assistants (like Claude Code) understand, manage, and execute development tasks effectively, streamlining AI collaboration.
  • hightopics#2
    Add relevant topics to improve categorization signals

    Why:

    COPY-PASTE FIX
    ai-assisted-development, project-management, claude-code, prompt-engineering, task-management, software-development, generative-ai, ai-collaboration
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/Helmi/claude-simone

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 Helmi/claude-simone
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Asana
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Asana · recommended 2×
  2. Trello · recommended 2×
  3. Jira · recommended 1×
  4. Confluence · recommended 1×
  5. Notion · recommended 1×
  • CATEGORY QUERY
    How to structure prompts and tasks for AI-driven software development workflows?
    you: not recommended
    AI recommended (in order):
    1. Jira
    2. Asana
    3. Trello
    4. Confluence
    5. Notion
    6. LangChain (langchain-ai/langchain)
    7. LlamaIndex (run-llama/llama_index)
    8. OpenAI API
    9. AutoGPT (Significant-Gravitas/AutoGPT)
    10. BabyAGI (yoheinakajima/babyagi)
    11. CrewAI (joaomdmoura/crewAI)
    12. GitHub Copilot
    13. CodeWhisperer
    14. GitHub Copilot Chat
    15. Pydantic (pydantic/pydantic)
    16. Black (psf/black)
    17. Prettier (prettier/prettier)
    18. Git
    19. GitHub
    20. GitLab
    21. Jenkins
    22. GitHub Actions
    23. GitLab CI

    AI recommended 23 alternatives but never named Helmi/claude-simone. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good project management tools for collaborating with AI coding assistants?
    you: not recommended
    AI recommended (in order):
    1. Jira Software
    2. GitHub Projects
    3. GitLab Issues & Boards
    4. Linear
    5. Asana
    6. Trello
    7. ClickUp

    AI recommended 7 alternatives but never named Helmi/claude-simone. 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 Helmi/claude-simone?
    pass
    AI named Helmi/claude-simone explicitly

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

  • If a team adopts Helmi/claude-simone in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Helmi/claude-simone 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 Helmi/claude-simone solve, and who is the primary audience?
    pass
    AI did not name Helmi/claude-simone — 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?

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