RRepoGEO

REPOGEO REPORT · LITE

claraverse-space/ClaraVerse

Default branch main · commit 862288f6 · scanned 5/13/2026, 9:12:20 PM

GitHub: 3,805 stars · 427 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 claraverse-space/ClaraVerse, 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 'What is ClaraVerse?' section to explicitly state its purpose

    Why:

    CURRENT
    ClaraVerse is a private AI workspace that combines chat, visual workflows, long-running tasks, and Telegram integration in one app.
    COPY-PASTE FIX
    ClaraVerse is an open-source, privacy-focused ecosystem designed to replace commercial AI assistants like ChatGPT, Claude, N8N, and ImageGen with your own self-hosted LLMs, keys, and compute. It provides a private AI workspace combining chat, visual workflows, long-running tasks, and Telegram integration, available across desktop, iOS, and Android apps.
  • mediumtopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    hacktoberfest, llm, ollama, opensourcellms, webui
    COPY-PASTE FIX
    hacktoberfest, llm, ollama, opensourcellms, webui, self-hosted-ai, privacy-ai, ai-assistant, workflow-automation, local-llm, chatgpt-alternative
  • lowlicense#3
    Clarify the project's license(s) directly in the README

    Why:

    COPY-PASTE FIX
    ClaraVerse is released under [SPECIFY LICENSE(S) HERE, e.g., a custom license combining MIT and Apache 2.0]. Please see the LICENSE file for full details.

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 claraverse-space/ClaraVerse
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mycroft AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mycroft AI · recommended 1×
  2. Home Assistant · recommended 1×
  3. Rhasspy · recommended 1×
  4. OpenWakeWord · recommended 1×
  5. Open Assistant · recommended 1×
  • CATEGORY QUERY
    What are some open-source, privacy-focused alternatives to commercial AI assistants for personal use?
    you: not recommended
    AI recommended (in order):
    1. Mycroft AI
    2. Home Assistant
    3. Rhasspy
    4. OpenWakeWord
    5. Open Assistant
    6. Almond
    7. Jarvis

    AI recommended 7 alternatives but never named claraverse-space/ClaraVerse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I self-host an AI platform for chat, visual workflows, and local LLM integration?
    you: not recommended
    AI recommended (in order):
    1. Open WebUI (open-webui/open-webui)
    2. Oobabooga's Text Generation WebUI (oobabooga/text-generation-webui)
    3. FlowiseAI (FlowiseAI/Flowise)
    4. LangChain (langchain-ai/langchain)
    5. LlamaIndex (run-llama/llama_index)
    6. Gradio (gradio-app/gradio)
    7. Streamlit (streamlit/streamlit)
    8. LocalAI (mudler/LocalAI)
    9. LM Studio

    AI recommended 9 alternatives but never named claraverse-space/ClaraVerse. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 claraverse-space/ClaraVerse?
    pass
    AI named claraverse-space/ClaraVerse explicitly

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

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

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

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