RRepoGEO

REPOGEO REPORT · LITE

claraverse-space/ClaraVerse

Default branch main · commit ae646698 · scanned 6/24/2026, 8:07:31 AM

GitHub: 3,832 stars · 423 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
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 H1 to specify category and counter miscategorization

    Why:

    CURRENT
    ### **Your Private AI Workspace
    COPY-PASTE FIX
    ### **ClaraVerse: Your Private AI Workspace & Ecosystem (NOT a Metaverse)
  • mediumtopics#2
    Add more descriptive topics for better categorization

    Why:

    CURRENT
    hacktoberfest, llm, ollama, opensourcellms, webui
    COPY-PASTE FIX
    hacktoberfest, llm, ollama, opensourcellms, webui, private-ai, ai-assistant, workflow-automation, self-hosted, mobile-apps, desktop-app
  • mediumreadme#3
    Add license clarification to README

    Why:

    COPY-PASTE FIX
    ## License
ClaraVerse is released under a custom license. Please refer to the `LICENSE` file in the repository for complete terms and conditions.

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
home-assistant/core
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. home-assistant/core · recommended 2×
  2. LAION-AI/Open-Assistant · recommended 2×
  3. ollama/ollama · recommended 2×
  4. OpenAI · recommended 1×
  5. go-skynet/LocalAI · recommended 1×
  • CATEGORY QUERY
    How to self-host a private AI assistant for chat and automation workflows?
    you: not recommended
    AI recommended (in order):
    1. Home Assistant (home-assistant/core)
    2. OpenAI
    3. LocalAI (go-skynet/LocalAI)
    4. Node-RED (node-red/node-red)
    5. Open Assistant (LAION-AI/Open-Assistant)
    6. Open WebUI (open-webui/open-webui)
    7. Ollama (ollama/ollama)
    8. LangChain (langchain-ai/langchain)
    9. LlamaIndex (run-llama/llama_index)

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source personal AI platform with mobile apps and local LLM support.
    you: not recommended
    AI recommended (in order):
    1. Home Assistant (home-assistant/core)
    2. Mycroft AI (mycroftai/mycroft-core)
    3. Open Assistant (LAION-AI/Open-Assistant)
    4. Rhasspy (synesthesiam/rhasspy)
    5. Ollama (ollama/ollama)

    AI recommended 5 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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claraverse-space/ClaraVerse — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite